From 33cacf42c44126a4e8b2c0a2a2398fa5a4b9f76d Mon Sep 17 00:00:00 2001 From: KeBo2018 <88045916+KeBo2018@users.noreply.github.com> Date: Tue, 10 Dec 2024 06:50:13 -0800 Subject: [PATCH] Update HRF_Toolbox2 to HRF_Toolbox4 --- .../EstHRF_inAtlas Tutorial.mlx | Bin 2974316 -> 0 bytes .../EstHRF_inAtlas/EstimateHRF_inAtlas.m | 573 ------------- .../HRF_Est_Toolbox2/EstHRF_inAtlas/HRF_avg.m | 390 --------- .../HRF_Est_Toolbox2/EstHRF_inAtlas/animate.m | 256 ------ .../EstHRF_inAtlas/describeHRF.m | 30 - .../EstHRF_inAtlas/detectPeaksTroughs.m | 130 --- .../EstHRF_inAtlas/extractHRF.m | 255 ------ .../EstHRF_inAtlas/fitHRF_batch.m | 116 --- .../EstHRF_inAtlas/generateConditionTS.m | 75 -- .../EstHRF_inAtlas/generateHRFTable.m | 66 -- .../HRF_Est_Toolbox2/EstHRF_inAtlas/hrf_fit.m | 500 ----------- .../EstHRF_inAtlas/makeHRFstruct.m | 81 -- .../HRF_Est_Toolbox2/EstHRF_inAtlas/plotHRF.m | 495 ----------- .../EstHRF_inAtlas/plotRegionalHrfSummaries.m | 201 ----- 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CanlabCore/HRF_Est_Toolbox4/fit_gls2.m | 84 ++ CanlabCore/HRF_Est_Toolbox4/get_parameters2.m | 46 ++ .../hrf_fit_one_voxel.m | 58 +- CanlabCore/HRF_Est_Toolbox4/ilogit.m | 13 + CanlabCore/HRF_Est_Toolbox4/timecourse.mat | Bin 0 -> 5148 bytes 184 files changed, 8500 insertions(+), 5331 deletions(-) delete mode 100644 CanlabCore/HRF_Est_Toolbox2/EstHRF_inAtlas/EstHRF_inAtlas Tutorial.mlx delete mode 100644 CanlabCore/HRF_Est_Toolbox2/EstHRF_inAtlas/EstimateHRF_inAtlas.m delete mode 100644 CanlabCore/HRF_Est_Toolbox2/EstHRF_inAtlas/HRF_avg.m delete mode 100644 CanlabCore/HRF_Est_Toolbox2/EstHRF_inAtlas/animate.m delete mode 100644 CanlabCore/HRF_Est_Toolbox2/EstHRF_inAtlas/describeHRF.m delete mode 100644 CanlabCore/HRF_Est_Toolbox2/EstHRF_inAtlas/detectPeaksTroughs.m delete mode 100644 CanlabCore/HRF_Est_Toolbox2/EstHRF_inAtlas/extractHRF.m delete mode 100644 CanlabCore/HRF_Est_Toolbox2/EstHRF_inAtlas/fitHRF_batch.m delete mode 100644 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mode 100644 CanlabCore/HRF_Est_Toolbox4/.svn/text-base/Det_Logit.m.svn-base create mode 100644 CanlabCore/HRF_Est_Toolbox4/.svn/text-base/Example.m.svn-base rename CanlabCore/{HRF_Est_Toolbox2/Fit_Canonical_HRF.m => HRF_Est_Toolbox4/.svn/text-base/Fit_Canonical_HRF.m.svn-base} (55%) create mode 100644 CanlabCore/HRF_Est_Toolbox4/.svn/text-base/Fit_Logit2.m.svn-base create mode 100644 CanlabCore/HRF_Est_Toolbox4/.svn/text-base/Fit_sFIR.m.svn-base rename CanlabCore/{HRF_Est_Toolbox2/Get_Logit.m => HRF_Est_Toolbox4/.svn/text-base/Get_Logit.m.svn-base} (100%) rename CanlabCore/{HRF_Est_Toolbox2/HMHRFest.m => HRF_Est_Toolbox4/.svn/text-base/HMHRFest.m.svn-base} (100%) create mode 100644 CanlabCore/HRF_Est_Toolbox4/.svn/text-base/PowerLoss.m.svn-base rename CanlabCore/{HRF_Est_Toolbox2/Old_stuff/More_recent_old_stuff/PowerSim.m => HRF_Est_Toolbox4/.svn/text-base/PowerSim.m.svn-base} (100%) rename CanlabCore/{HRF_Est_Toolbox2/README.pptx => HRF_Est_Toolbox4/.svn/text-base/README.pptx.svn-base} (100%) rename CanlabCore/{HRF_Est_Toolbox2/Old_stuff/More_recent_old_stuff/ResidScan.m => HRF_Est_Toolbox4/.svn/text-base/ResidScan.m.svn-base} (100%) rename CanlabCore/{HRF_Est_Toolbox2/get_parameters2.m => HRF_Est_Toolbox4/.svn/text-base/get_parameters2.m.svn-base} (87%) create mode 100644 CanlabCore/HRF_Est_Toolbox4/.svn/text-base/hrf_fit_one_voxel.m.svn-base rename CanlabCore/{HRF_Est_Toolbox2/Old_stuff/More_recent_old_stuff/ilogit.m => HRF_Est_Toolbox4/.svn/text-base/ilogit.m.svn-base} (100%) rename CanlabCore/{HRF_Est_Toolbox2/Old_stuff/More_recent_old_stuff/timecourse.mat => HRF_Est_Toolbox4/.svn/text-base/timecourse.mat.svn-base} (100%) create mode 100644 CanlabCore/HRF_Est_Toolbox4/AIC_all.m rename CanlabCore/{HRF_Est_Toolbox2 => HRF_Est_Toolbox4}/Anneal_Logit.m (96%) rename CanlabCore/{HRF_Est_Toolbox2 => HRF_Est_Toolbox4}/Det_Logit.m (96%) rename CanlabCore/{HRF_Est_Toolbox2 => HRF_Est_Toolbox4}/Example.m (96%) rename CanlabCore/{HRF_Est_Toolbox2 => HRF_Est_Toolbox4}/Example2.m (96%) create mode 100644 CanlabCore/HRF_Est_Toolbox4/Fit_Canonical_HRF.m create mode 100644 CanlabCore/HRF_Est_Toolbox4/Fit_Canonical_HRF_all.m create mode 100644 CanlabCore/HRF_Est_Toolbox4/Fit_Canonical_HRF_all_AR.m rename CanlabCore/{HRF_Est_Toolbox2 => HRF_Est_Toolbox4}/Fit_Logit2.m (96%) rename CanlabCore/{HRF_Est_Toolbox2 => HRF_Est_Toolbox4}/Fit_NLgamma.m (96%) rename CanlabCore/{HRF_Est_Toolbox2 => HRF_Est_Toolbox4}/Fit_Spline.m (100%) create mode 100644 CanlabCore/HRF_Est_Toolbox4/Fit_Spline_all.m create mode 100644 CanlabCore/HRF_Est_Toolbox4/Fit_Spline_all_AR.m rename CanlabCore/{HRF_Est_Toolbox2 => HRF_Est_Toolbox4}/Fit_sFIR.m (95%) create mode 100644 CanlabCore/HRF_Est_Toolbox4/Fit_sFIR_all.m create mode 100644 CanlabCore/HRF_Est_Toolbox4/Fit_sFIR_all_AR.m create mode 100644 CanlabCore/HRF_Est_Toolbox4/Get_Logit.m create mode 100644 CanlabCore/HRF_Est_Toolbox4/HMHRFest.m rename CanlabCore/{HRF_Est_Toolbox2 => HRF_Est_Toolbox4}/New_fminsearchbnd/fminsearchbnd.m (100%) rename CanlabCore/{HRF_Est_Toolbox2 => HRF_Est_Toolbox4}/New_fminsearchbnd/testFMinSearchNew.m (100%) create mode 100644 CanlabCore/HRF_Est_Toolbox4/Old_stuff/.svn/entries create mode 100644 CanlabCore/HRF_Est_Toolbox4/Old_stuff/.svn/prop-base/Anneal_Logit_allstim.m.svn-base create mode 100644 CanlabCore/HRF_Est_Toolbox4/Old_stuff/.svn/prop-base/Det_Logitold.m.svn-base create mode 100644 CanlabCore/HRF_Est_Toolbox4/Old_stuff/.svn/prop-base/Fit_Logit_allstim.m.svn-base create mode 100644 CanlabCore/HRF_Est_Toolbox4/Old_stuff/.svn/prop-base/Fit_sFIRold.m.svn-base create mode 100644 CanlabCore/HRF_Est_Toolbox4/Old_stuff/.svn/prop-base/Get_parameters_Logit.m.svn-base create mode 100644 CanlabCore/HRF_Est_Toolbox4/Old_stuff/.svn/prop-base/Get_parameters_Logit2_2hrfs.m.svn-base create mode 100644 CanlabCore/HRF_Est_Toolbox4/Old_stuff/.svn/prop-base/ScanSim4.m.svn-base create mode 100644 CanlabCore/HRF_Est_Toolbox4/Old_stuff/.svn/prop-base/cost.m.svn-base create mode 100644 CanlabCore/HRF_Est_Toolbox4/Old_stuff/.svn/prop-base/cost2.m.svn-base create mode 100644 CanlabCore/HRF_Est_Toolbox4/Old_stuff/.svn/prop-base/cost_allstim.m.svn-base create mode 100644 CanlabCore/HRF_Est_Toolbox4/Old_stuff/.svn/prop-base/cost_allstim_2.m.svn-base create mode 100644 CanlabCore/HRF_Est_Toolbox4/Old_stuff/.svn/prop-base/dilogit_dt2.m.svn-base rename CanlabCore/{HRF_Est_Toolbox2/Old_stuff/Anneal_Logit_allstim.m => HRF_Est_Toolbox4/Old_stuff/.svn/text-base/Anneal_Logit_allstim.m.svn-base} (100%) rename CanlabCore/{HRF_Est_Toolbox2/Old_stuff/Det_Logitold.m => HRF_Est_Toolbox4/Old_stuff/.svn/text-base/Det_Logitold.m.svn-base} (100%) rename CanlabCore/{HRF_Est_Toolbox2/Old_stuff/Fit_Logit_allstim.m => HRF_Est_Toolbox4/Old_stuff/.svn/text-base/Fit_Logit_allstim.m.svn-base} (100%) rename CanlabCore/{HRF_Est_Toolbox2/Old_stuff/Fit_sFIRold.m => HRF_Est_Toolbox4/Old_stuff/.svn/text-base/Fit_sFIRold.m.svn-base} (100%) rename CanlabCore/{HRF_Est_Toolbox2/Old_stuff/Get_parameters_Logit.m => HRF_Est_Toolbox4/Old_stuff/.svn/text-base/Get_parameters_Logit.m.svn-base} (100%) rename CanlabCore/{HRF_Est_Toolbox2/Old_stuff/Get_parameters_Logit2_2hrfs.m => HRF_Est_Toolbox4/Old_stuff/.svn/text-base/Get_parameters_Logit2_2hrfs.m.svn-base} (100%) rename CanlabCore/{HRF_Est_Toolbox2/Old_stuff/More_recent_old_stuff/ScanSim4.m => HRF_Est_Toolbox4/Old_stuff/.svn/text-base/ScanSim4.m.svn-base} (100%) rename CanlabCore/{HRF_Est_Toolbox2/Old_stuff/cost.m => HRF_Est_Toolbox4/Old_stuff/.svn/text-base/cost.m.svn-base} (100%) rename CanlabCore/{HRF_Est_Toolbox2/Old_stuff/cost2.m => HRF_Est_Toolbox4/Old_stuff/.svn/text-base/cost2.m.svn-base} (100%) rename CanlabCore/{HRF_Est_Toolbox2/Old_stuff/cost_allstim.m => HRF_Est_Toolbox4/Old_stuff/.svn/text-base/cost_allstim.m.svn-base} (100%) rename CanlabCore/{HRF_Est_Toolbox2/Old_stuff/cost_allstim_2.m => HRF_Est_Toolbox4/Old_stuff/.svn/text-base/cost_allstim_2.m.svn-base} (100%) rename CanlabCore/{HRF_Est_Toolbox2/Old_stuff/dilogit_dt2.m => HRF_Est_Toolbox4/Old_stuff/.svn/text-base/dilogit_dt2.m.svn-base} (100%) create mode 100644 CanlabCore/HRF_Est_Toolbox4/Old_stuff/Anneal_Logit_allstim.m create mode 100644 CanlabCore/HRF_Est_Toolbox4/Old_stuff/Det_Logitold.m create mode 100644 CanlabCore/HRF_Est_Toolbox4/Old_stuff/Fit_Logit_allstim.m rename CanlabCore/{HRF_Est_Toolbox2 => HRF_Est_Toolbox4}/Old_stuff/Fit_Logit_allstim_2.m (100%) create mode 100644 CanlabCore/HRF_Est_Toolbox4/Old_stuff/Fit_sFIRold.m create mode 100644 CanlabCore/HRF_Est_Toolbox4/Old_stuff/Get_parameters_Logit.m create mode 100644 CanlabCore/HRF_Est_Toolbox4/Old_stuff/Get_parameters_Logit2_2hrfs.m create mode 100644 CanlabCore/HRF_Est_Toolbox4/Old_stuff/More_recent_old_stuff/.svn/entries create mode 100644 CanlabCore/HRF_Est_Toolbox4/Old_stuff/More_recent_old_stuff/.svn/prop-base/Anneal_Logit.m.svn-base create mode 100644 CanlabCore/HRF_Est_Toolbox4/Old_stuff/More_recent_old_stuff/.svn/prop-base/Det_Logit.m.svn-base create mode 100644 CanlabCore/HRF_Est_Toolbox4/Old_stuff/More_recent_old_stuff/.svn/prop-base/Example.m.svn-base create mode 100644 CanlabCore/HRF_Est_Toolbox4/Old_stuff/More_recent_old_stuff/.svn/prop-base/Example2.m.svn-base create mode 100644 CanlabCore/HRF_Est_Toolbox4/Old_stuff/More_recent_old_stuff/.svn/prop-base/Example_old.m.svn-base create mode 100644 CanlabCore/HRF_Est_Toolbox4/Old_stuff/More_recent_old_stuff/.svn/prop-base/Fit_Canonical_HRF.m.svn-base create mode 100644 CanlabCore/HRF_Est_Toolbox4/Old_stuff/More_recent_old_stuff/.svn/prop-base/Fit_Logit.m.svn-base create mode 100644 CanlabCore/HRF_Est_Toolbox4/Old_stuff/More_recent_old_stuff/.svn/prop-base/Fit_Logit_allstim.m.svn-base create mode 100644 CanlabCore/HRF_Est_Toolbox4/Old_stuff/More_recent_old_stuff/.svn/prop-base/Fit_Logit_allstim_2.m.svn-base create mode 100644 CanlabCore/HRF_Est_Toolbox4/Old_stuff/More_recent_old_stuff/.svn/prop-base/Fit_sFIR.m.svn-base create mode 100644 CanlabCore/HRF_Est_Toolbox4/Old_stuff/More_recent_old_stuff/.svn/prop-base/Get_Logit.m.svn-base create mode 100644 CanlabCore/HRF_Est_Toolbox4/Old_stuff/More_recent_old_stuff/.svn/prop-base/Get_Logit_2.m.svn-base create mode 100644 CanlabCore/HRF_Est_Toolbox4/Old_stuff/More_recent_old_stuff/.svn/prop-base/Inverse_Logit_Tool_Instructions.rtf.svn-base create mode 100644 CanlabCore/HRF_Est_Toolbox4/Old_stuff/More_recent_old_stuff/.svn/prop-base/PowerLoss.m.svn-base create mode 100644 CanlabCore/HRF_Est_Toolbox4/Old_stuff/More_recent_old_stuff/.svn/prop-base/PowerSim.m.svn-base create mode 100644 CanlabCore/HRF_Est_Toolbox4/Old_stuff/More_recent_old_stuff/.svn/prop-base/ResidScan.m.svn-base create mode 100644 CanlabCore/HRF_Est_Toolbox4/Old_stuff/More_recent_old_stuff/.svn/prop-base/ScanSim4.m.svn-base create mode 100644 CanlabCore/HRF_Est_Toolbox4/Old_stuff/More_recent_old_stuff/.svn/prop-base/get_parameters2.m.svn-base create mode 100644 CanlabCore/HRF_Est_Toolbox4/Old_stuff/More_recent_old_stuff/.svn/prop-base/ilogit.m.svn-base create mode 100644 CanlabCore/HRF_Est_Toolbox4/Old_stuff/More_recent_old_stuff/.svn/prop-base/timecourse.mat.svn-base create mode 100644 CanlabCore/HRF_Est_Toolbox4/Old_stuff/More_recent_old_stuff/.svn/prop-base/timecourse_2.mat.svn-base create mode 100644 CanlabCore/HRF_Est_Toolbox4/Old_stuff/More_recent_old_stuff/.svn/prop-base/timecourse_old.mat.svn-base rename CanlabCore/{HRF_Est_Toolbox2/Old_stuff/More_recent_old_stuff/Anneal_Logit.m => HRF_Est_Toolbox4/Old_stuff/More_recent_old_stuff/.svn/text-base/Anneal_Logit.m.svn-base} (100%) rename CanlabCore/{HRF_Est_Toolbox2/Old_stuff/More_recent_old_stuff/Det_Logit.m => HRF_Est_Toolbox4/Old_stuff/More_recent_old_stuff/.svn/text-base/Det_Logit.m.svn-base} (100%) rename CanlabCore/{HRF_Est_Toolbox2/Old_stuff/More_recent_old_stuff/Example.m => HRF_Est_Toolbox4/Old_stuff/More_recent_old_stuff/.svn/text-base/Example.m.svn-base} (100%) rename CanlabCore/{HRF_Est_Toolbox2/Old_stuff/More_recent_old_stuff/Example2.m => HRF_Est_Toolbox4/Old_stuff/More_recent_old_stuff/.svn/text-base/Example2.m.svn-base} (100%) rename CanlabCore/{HRF_Est_Toolbox2/Old_stuff/More_recent_old_stuff/Example_old.m => HRF_Est_Toolbox4/Old_stuff/More_recent_old_stuff/.svn/text-base/Example_old.m.svn-base} (100%) rename CanlabCore/{HRF_Est_Toolbox2/Old_stuff/More_recent_old_stuff/Fit_Canonical_HRF.m => HRF_Est_Toolbox4/Old_stuff/More_recent_old_stuff/.svn/text-base/Fit_Canonical_HRF.m.svn-base} (100%) rename CanlabCore/{HRF_Est_Toolbox2/Old_stuff/More_recent_old_stuff/Fit_Logit.m => HRF_Est_Toolbox4/Old_stuff/More_recent_old_stuff/.svn/text-base/Fit_Logit.m.svn-base} (100%) rename CanlabCore/{HRF_Est_Toolbox2/Old_stuff/More_recent_old_stuff/Fit_Logit_allstim.m => HRF_Est_Toolbox4/Old_stuff/More_recent_old_stuff/.svn/text-base/Fit_Logit_allstim.m.svn-base} (100%) rename CanlabCore/{HRF_Est_Toolbox2/Old_stuff/More_recent_old_stuff/Fit_Logit_allstim_2.m => HRF_Est_Toolbox4/Old_stuff/More_recent_old_stuff/.svn/text-base/Fit_Logit_allstim_2.m.svn-base} (100%) rename CanlabCore/{HRF_Est_Toolbox2/Old_stuff/More_recent_old_stuff/Fit_sFIR.m => HRF_Est_Toolbox4/Old_stuff/More_recent_old_stuff/.svn/text-base/Fit_sFIR.m.svn-base} (100%) rename CanlabCore/{HRF_Est_Toolbox2/Old_stuff/More_recent_old_stuff/Get_Logit.m => HRF_Est_Toolbox4/Old_stuff/More_recent_old_stuff/.svn/text-base/Get_Logit.m.svn-base} (100%) rename CanlabCore/{HRF_Est_Toolbox2/Old_stuff/More_recent_old_stuff/Get_Logit_2.m => HRF_Est_Toolbox4/Old_stuff/More_recent_old_stuff/.svn/text-base/Get_Logit_2.m.svn-base} (100%) rename CanlabCore/{HRF_Est_Toolbox2/Old_stuff/More_recent_old_stuff/Inverse_Logit_Tool_Instructions.rtf => HRF_Est_Toolbox4/Old_stuff/More_recent_old_stuff/.svn/text-base/Inverse_Logit_Tool_Instructions.rtf.svn-base} (100%) rename CanlabCore/{HRF_Est_Toolbox2/Old_stuff/More_recent_old_stuff/PowerLoss.m => HRF_Est_Toolbox4/Old_stuff/More_recent_old_stuff/.svn/text-base/PowerLoss.m.svn-base} (100%) create mode 100644 CanlabCore/HRF_Est_Toolbox4/Old_stuff/More_recent_old_stuff/.svn/text-base/PowerSim.m.svn-base create mode 100644 CanlabCore/HRF_Est_Toolbox4/Old_stuff/More_recent_old_stuff/.svn/text-base/ResidScan.m.svn-base rename CanlabCore/{HRF_Est_Toolbox2/Old_stuff/ScanSim4.m => HRF_Est_Toolbox4/Old_stuff/More_recent_old_stuff/.svn/text-base/ScanSim4.m.svn-base} (100%) rename CanlabCore/{HRF_Est_Toolbox2/Old_stuff/More_recent_old_stuff/get_parameters2.m => HRF_Est_Toolbox4/Old_stuff/More_recent_old_stuff/.svn/text-base/get_parameters2.m.svn-base} (100%) create mode 100644 CanlabCore/HRF_Est_Toolbox4/Old_stuff/More_recent_old_stuff/.svn/text-base/ilogit.m.svn-base rename CanlabCore/{HRF_Est_Toolbox2/Old_stuff/More_recent_old_stuff/timecourse_old.mat => HRF_Est_Toolbox4/Old_stuff/More_recent_old_stuff/.svn/text-base/timecourse.mat.svn-base} (100%) rename CanlabCore/{HRF_Est_Toolbox2/Old_stuff/More_recent_old_stuff/timecourse_2.mat => HRF_Est_Toolbox4/Old_stuff/More_recent_old_stuff/.svn/text-base/timecourse_2.mat.svn-base} (100%) rename CanlabCore/{HRF_Est_Toolbox2/timecourse.mat => HRF_Est_Toolbox4/Old_stuff/More_recent_old_stuff/.svn/text-base/timecourse_old.mat.svn-base} (100%) create mode 100644 CanlabCore/HRF_Est_Toolbox4/Old_stuff/More_recent_old_stuff/Anneal_Logit.m create mode 100644 CanlabCore/HRF_Est_Toolbox4/Old_stuff/More_recent_old_stuff/Det_Logit.m create mode 100644 CanlabCore/HRF_Est_Toolbox4/Old_stuff/More_recent_old_stuff/Example.m create mode 100644 CanlabCore/HRF_Est_Toolbox4/Old_stuff/More_recent_old_stuff/Example2.m create mode 100644 CanlabCore/HRF_Est_Toolbox4/Old_stuff/More_recent_old_stuff/Example_old.m create mode 100644 CanlabCore/HRF_Est_Toolbox4/Old_stuff/More_recent_old_stuff/Fit_Canonical_HRF.m create mode 100644 CanlabCore/HRF_Est_Toolbox4/Old_stuff/More_recent_old_stuff/Fit_Logit.m create mode 100644 CanlabCore/HRF_Est_Toolbox4/Old_stuff/More_recent_old_stuff/Fit_Logit_allstim.m create mode 100644 CanlabCore/HRF_Est_Toolbox4/Old_stuff/More_recent_old_stuff/Fit_Logit_allstim_2.m create mode 100644 CanlabCore/HRF_Est_Toolbox4/Old_stuff/More_recent_old_stuff/Fit_sFIR.m create mode 100644 CanlabCore/HRF_Est_Toolbox4/Old_stuff/More_recent_old_stuff/Get_Logit.m create mode 100644 CanlabCore/HRF_Est_Toolbox4/Old_stuff/More_recent_old_stuff/Get_Logit_2.m create mode 100644 CanlabCore/HRF_Est_Toolbox4/Old_stuff/More_recent_old_stuff/Inverse_Logit_Tool_Instructions.rtf create mode 100644 CanlabCore/HRF_Est_Toolbox4/Old_stuff/More_recent_old_stuff/PowerLoss.m rename CanlabCore/{HRF_Est_Toolbox2 => HRF_Est_Toolbox4/Old_stuff/More_recent_old_stuff}/PowerSim.m (94%) rename CanlabCore/{HRF_Est_Toolbox2 => HRF_Est_Toolbox4/Old_stuff/More_recent_old_stuff}/ResidScan.m (95%) create mode 100644 CanlabCore/HRF_Est_Toolbox4/Old_stuff/More_recent_old_stuff/ScanSim4.m create mode 100644 CanlabCore/HRF_Est_Toolbox4/Old_stuff/More_recent_old_stuff/get_parameters2.m rename CanlabCore/{HRF_Est_Toolbox2 => HRF_Est_Toolbox4/Old_stuff/More_recent_old_stuff}/ilogit.m (95%) create mode 100644 CanlabCore/HRF_Est_Toolbox4/Old_stuff/More_recent_old_stuff/timecourse.mat create mode 100644 CanlabCore/HRF_Est_Toolbox4/Old_stuff/More_recent_old_stuff/timecourse_2.mat create mode 100644 CanlabCore/HRF_Est_Toolbox4/Old_stuff/More_recent_old_stuff/timecourse_old.mat create mode 100644 CanlabCore/HRF_Est_Toolbox4/Old_stuff/ScanSim4.m create mode 100644 CanlabCore/HRF_Est_Toolbox4/Old_stuff/cost.m create mode 100644 CanlabCore/HRF_Est_Toolbox4/Old_stuff/cost2.m create mode 100644 CanlabCore/HRF_Est_Toolbox4/Old_stuff/cost_allstim.m create mode 100644 CanlabCore/HRF_Est_Toolbox4/Old_stuff/cost_allstim_2.m rename CanlabCore/{HRF_Est_Toolbox2 => HRF_Est_Toolbox4}/Old_stuff/cost_allstim_3.m (100%) create mode 100644 CanlabCore/HRF_Est_Toolbox4/Old_stuff/dilogit_dt2.m rename CanlabCore/{HRF_Est_Toolbox2 => HRF_Est_Toolbox4}/PowerLoss.m (96%) create mode 100644 CanlabCore/HRF_Est_Toolbox4/PowerLoss_all.m create mode 100644 CanlabCore/HRF_Est_Toolbox4/PowerSim.m create mode 100644 CanlabCore/HRF_Est_Toolbox4/README.pptx create mode 100644 CanlabCore/HRF_Est_Toolbox4/ResidScan.m create mode 100644 CanlabCore/HRF_Est_Toolbox4/ResidScan_all.m create mode 100644 CanlabCore/HRF_Est_Toolbox4/fit_gls2.m create mode 100644 CanlabCore/HRF_Est_Toolbox4/get_parameters2.m rename CanlabCore/{HRF_Est_Toolbox2 => HRF_Est_Toolbox4}/hrf_fit_one_voxel.m (55%) create mode 100644 CanlabCore/HRF_Est_Toolbox4/ilogit.m create mode 100644 CanlabCore/HRF_Est_Toolbox4/timecourse.mat diff --git a/CanlabCore/HRF_Est_Toolbox2/EstHRF_inAtlas/EstHRF_inAtlas Tutorial.mlx b/CanlabCore/HRF_Est_Toolbox2/EstHRF_inAtlas/EstHRF_inAtlas 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zK2Fz2x`!zaUL>qI#1W)+z>)2sKR(|&31WeMLd|dPqY#djLb-2#{g}sG|tA(tirPE*Py2l7&1_80cJp2ZR*HokO zXc`?cXjmlNsL<7^PlU_XjTmO~VsSryyBD$?*YMa+ zv#*>7jAI3vfrF&78*L=_t+;y(-R2XyxKVkjlTe0s4Nw?i$y2jtU0PHh1TbM1VD3={ zadC*N-`R)(KvHLd#o#SpPSCGayT*oO8%Aa7NrsH1*W$~9_DJPVJN;nu894HTeIcW61ou0Up zBebsFjMTq=ws1B0i-3Ouv|jUV&_N|g;9+1;|6A<804$+9BNq#MS5}t4w*M4#sr~ZX z5!%l3d;ghpGqi*bCT{j7rmW^pX6_Eq0{pw2sfYNIEnsGkCVE-*=P5S=Gc@-90JjdZzW@LL diff --git a/CanlabCore/HRF_Est_Toolbox2/EstHRF_inAtlas/EstimateHRF_inAtlas.m b/CanlabCore/HRF_Est_Toolbox2/EstHRF_inAtlas/EstimateHRF_inAtlas.m deleted file mode 100644 index 45e1f42c..00000000 --- a/CanlabCore/HRF_Est_Toolbox2/EstHRF_inAtlas/EstimateHRF_inAtlas.m +++ /dev/null @@ -1,573 +0,0 @@ -function [tc, HRF, HRF_OBJ, PARAM_OBJ]=EstimateHRF_inAtlas(fmri_d, PREPROC_PARAMS, HRF_PARAMS, at, rois, outfile) - % EstimateHRF_inAtlas takes a raw 4D fmri_data object, preprocesses it, and - % then outputs an estimated HRF time series for each condition of interest. - % PREPROC struct needs to have TR, hpf, and Condition information - % HRF struct is a structure of HRF fitting parameters. It needs to have T, FWHM, alpha, and type, otherwise default - % values will be supplied. - % - % Michael Sun, Ph.D. - % - Takes 4D fmri_data() object or cell-array of fmri_data() - % - PREPROC_PARAMS: struct object that contains the fields: TR, R, hpf, and smooth - % - HRF_PARAMS: struct object that contains the fields: Condition, CondNames, TR, T, FWHM, alpha, and types. - % - at: atlas object - % - rois: cell-array of labels that match labels in at.labels - % - outfile: Desired filepath without extension. Extensions will be appended. - % - % *Usage: - % :: - % [tc, HRF] = EstimateHRF_inAtlas(image_obj, PREPROC_PARAMS, HRF_PARAMS, at, rois, outfile}) - % - % TODO: Pass in estHRF directory to reuse nifti files. - - % Step 0. Check if a directory exists that has estHRF .nii outputs - % already. - - % Step 0. Load in an SPM.mat file if available to pass in metadata and - % such - - - % Check if its an SPM struct or filepath: - if ischar(fmri_d) - if contains(fmri_d, 'SPM.mat') - load(fmri_d); - if exist('SPM', 'var') - isSPM=true; - end - - else - fmri_d=fmri_data(fmri_d); - end - end - - if isstruct(fmri_d) - SPM=fmri_d; - isSPM=true; - end - - - - if isSPM - % if isstruct(varargin{1}) - % SPM=varargin{1}; - % else - % % If pointing to an SPM filepath - % load(varargin{1}) - % end - % % Don't do that, spmify instead into gKWY (grand-mean-scaled, filtered (K), and whitened (W)) - % gKWY=spmify(fmri_d, SPM); - % - % for d=1:numel(gKWY) - % preproc_dat{d}=fmri_d{d}; - % preproc_dat{d}.dat=gKWY{d}; - % end - [tc, HRF, HRF_OBJ, PARAM_OBJ]=roiTS_fitHRF_SPM(SPM, HRF_PARAMS, rois, at, outfile); - - else - % Step 1. Preprocess - for d=1:numel(fmri_d) - [preproc_dat{d}]=canlab_connectivity_preproc(fmri_d, PREPROC_PARAMS.R{d}, 'hpf', PREPROC_PARAMS.hpf, PREPROC_PARAMS.TR, 'average_over', 'no_plots'); - % Step 2. Smooth - preproc_dat{d}=preprocess(preproc_dat{d}, 'smooth', PREPROC_PARAMS.smooth); - end - - % Step 3. fitHRF to each ROI's worth of data - [tc, HRF]=roiTS_fitHRF(preproc_dat, HRF_PARAMS, rois, at, outfile); - - - end - - - if numel(HRF)>1 - for i=1:numel(HRF) - HRF{i}.preproc_params=PREPROC_PARAMS; - end - else - HRF.preproc_params=PREPROC_PARAMS; - end - - - % Step 4. Save your Results - try - % saveas(gcf, [outfile, '.png']) - save([outfile, '.mat'], 'tc', 'HRF', '-v7.3'); - catch - warning([outfile, ' files could not be saved.']); - end -end - - -%% HELPER FUNCTIONS -% function [HRF_OBJ, HRF]=gen_HRFimg(preproc_dat, HRF_PARAMS, rois, at, outfile) -% -% % This is finished but untested. Intention is to generate a directory from -% % HRF images in BIDS format. -% -% % Make directories for files if needed -% if ~isempty(fileparts(outfile)) -% if ~exist(fileparts(outfile), 'dir') -% mkdir(fileparts(outfile)); -% end -% end -% -% % Make sure CondNames are valid before continuing: -% HRF_PARAMS.CondNames=matlab.lang.makeValidName(HRF_PARAMS.CondNames); -% -% HRF.atlas=at; -% HRF.region=rois; -% HRF.types=HRF_PARAMS.types; -% HRF.name=preproc_dat.image_names; -% -% % Initialize the parallel pool if it's not already running -% if isempty(gcp('nocreate')) -% parpool; -% end -% -% % Write out the images for later post-analyses -% % [~, fname, ~]=fileparts(preproc_dat.image_names); -% % fname=outfile -% -% parfor t=1:numel(HRF_PARAMS.types) -% % for t=1:numel(HRF_PARAMS.types) % FOR TROUBLESHOOTING -% warning('off', 'all'); -% switch HRF_PARAMS.types{t} -% case 'IL' -% [~, ~, PARAM_OBJ, HRF_OBJ] = hrf_fit(preproc_dat, HRF_PARAMS.TR, HRF_PARAMS.Condition, HRF_PARAMS.T, HRF_PARAMS.types{t}, 0); -% -% case 'FIR' -% [~, ~, PARAM_OBJ, HRF_OBJ] = hrf_fit(preproc_dat, HRF_PARAMS.TR, HRF_PARAMS.Condition, HRF_PARAMS.T, HRF_PARAMS.types{t}, 1); -% -% case 'CHRF' -% [~, ~, PARAM_OBJ, HRF_OBJ] = hrf_fit(preproc_dat, HRF_PARAMS.TR, HRF_PARAMS.Condition, HRF_PARAMS.T, HRF_PARAMS.types{t}, 2); -% otherwise -% error('No valid fit-type. Choose IL, FIR, or CHRF') -% end -% -% for c=1:numel(HRF_PARAMS.Condition) -% -% HRF_OBJ{c}.fullpath=sprintf([outfile, '_type-', HRF_PARAMS.types{t}, '_condition-', HRF_PARAMS.CondNames{c}, '_fit.nii']); -% PARAM_OBJ{c}.fullpath=sprintf([outfile, '_type-', HRF_PARAMS.types{t}, '_condition-', HRF_PARAMS.CondNames{c}, '_params.nii']); -% try -% write(HRF_OBJ{c}, 'overwrite'); -% write(PARAM_OBJ{c}, 'overwrite'); -% catch -% warning('Not able to write one or more files.'); -% end -% -% end -% -% end -% end - - -% function [tc, HRF]=gen_HRFstruct_from_dir(preproc_dat, HRF_PARAMS, rois, at, outfile, estHRF_dir, HRF_OBJ) -% -% % This is unfinished. Intention is to take a generated directory from -% % gen_HRFimg and generate an HRF structure from it. -% -% % Initialize the parallel pool if it's not already running -% if isempty(gcp('nocreate')) -% parpool; -% end -% -% % Initialize 'tc' and 'temp_HRF_fit' cell arrays -% tc = cell(1, numel(HRF_PARAMS.types)); -% temp_HRF_fit = cell(1, numel(HRF_PARAMS.types)); -% -% parfor t=1:numel(HRF_PARAMS.types) -% -% HRF_local = cell(1, numel(rois)); -% tc_local = cell(1, numel(rois)); -% -% -% % Consider doing apply_parcellation instead of mean(apply_mask(HRF_OBJ{c}, at.select_atlas_subset(rois(r), 'exact')).dat); -% % [parcel_means, parcel_pattern_expression, parcel_valence, rmsv_pos, rmsv_neg] = apply_parcellation(dat,at); -% % nps=load_image_set('npsplus'); -% % nps = get_wh_image(nps,1); -% % [parcel_means, parcel_pattern_expression, parcel_valence, rmsv_pos, rmsv_neg] = apply_parcellation(dat,at, 'pattern_expression', nps); -% % r=region(at,'unique_mask_values'); -% % wh_parcels=~all(isnan(parcel_means)) -% -% for r=1:numel(rois) -% tic -% for c=1:numel(HRF_PARAMS.CondNames) -% -% try -% tc_local{r}{c}=mean(apply_mask(HRF_OBJ{c}, at.select_atlas_subset(rois(r), 'exact')).dat); -% -% HRF_local{r}.(HRF_PARAMS.CondNames{c}).model=tc_local{r}{c}; -% [HRF_local{r}.(HRF_PARAMS.CondNames{c}).peaks, HRF_local{r}.(HRF_PARAMS.CondNames{c}).troughs]=detectPeaksTroughs(tc_local{r}{c}', false); -% -% [~, regionVoxNum, ~, ~]=at.select_atlas_subset(rois(r), 'exact').get_region_volumes; -% HRF_local{r}.(HRF_PARAMS.CondNames{c}).model_voxnormed=tc_local{r}{c}/regionVoxNum; -% [HRF_local{r}.(HRF_PARAMS.CondNames{c}).peaks_voxnormed, HRF_local{r}.(HRF_PARAMS.CondNames{c}).troughs_voxnormed]=detectPeaksTroughs(tc_local{r}{c}'/regionVoxNum, false); -% catch -% disp(t); -% disp(c); -% disp(rois{r}); -% tc_local{r}{c} -% mean(apply_mask(HRF_OBJ{c}, at.select_atlas_subset(rois(r), 'exact')).dat) -% {apply_mask(HRF_OBJ{c}, at.select_atlas_subset(rois(r), 'exact')).dat} -% HRF_OBJ{c} -% -% end -% -% % Number of phases -% start_times = [HRF_local{r}.(HRF_PARAMS.CondNames{c}).peaks.start_time, HRF_local{r}.(HRF_PARAMS.CondNames{c}).troughs.start_time]; -% end_times = [HRF_local{r}.(HRF_PARAMS.CondNames{c}).peaks.end_time, HRF_local{r}.(HRF_PARAMS.CondNames{c}).troughs.end_time]; -% phases = [start_times(:), end_times(:)]; -% unique_phases = unique(phases, 'rows'); -% HRF_local{r}.(HRF_PARAMS.CondNames{c}).phases = mat2cell(unique_phases, ones(size(unique_phases, 1), 1), 2); -% -% % Loop over phases -% for p = 1:numel(HRF_local{r}.(HRF_PARAMS.CondNames{c}).phases) -% features = {'peaks', 'troughs'}; -% for f = 1:2 -% feat = features{f}; -% -% % Count the number of features (peaks or troughs) -% start_times = cell2mat({HRF_local{r}.(HRF_PARAMS.CondNames{c}).(feat).start_time}); -% current_phase_start = HRF_local{r}.(HRF_PARAMS.CondNames{c}).phases{p}(1); -% HRF_local{r}.(HRF_PARAMS.CondNames{c}).phase(p).(feat) = sum(start_times == current_phase_start); -% -% if HRF_local{r}.(HRF_PARAMS.CondNames{c}).phase(p).(feat) > 0 -% display(['Estimating ' , num2str(t), '_', rois{r}, '_', HRF_PARAMS.CondNames{c}, '_', ' Now...!']); -% display(['Phase ' , num2str(p), 'Feature ', feat]); -% idx = find(start_times == current_phase_start); -% auc = cell2mat({HRF_local{r}.(HRF_PARAMS.CondNames{c}).(feat).AUC}); -% height = cell2mat({HRF_local{r}.(HRF_PARAMS.CondNames{c}).(feat).height}); -% time_to_peak = cell2mat({HRF_local{r}.(HRF_PARAMS.CondNames{c}).(feat).time_to_peak}); -% half_height = cell2mat({HRF_local{r}.(HRF_PARAMS.CondNames{c}).(feat).half_height}); -% -% feat_voxnormed = strcat(feat, '_voxnormed'); -% auc_voxnormed = cell2mat({HRF_local{r}.(HRF_PARAMS.CondNames{c}).(feat_voxnormed).AUC}); -% height_voxnormed = cell2mat({HRF_local{r}.(HRF_PARAMS.CondNames{c}).(feat_voxnormed).height}); -% time_to_peak_voxnormed = cell2mat({HRF_local{r}.(HRF_PARAMS.CondNames{c}).(feat_voxnormed).time_to_peak}); -% half_height_voxnormed = cell2mat({HRF_local{r}.(HRF_PARAMS.CondNames{c}).(feat_voxnormed).half_height}); -% -% HRF_local{r}.(HRF_PARAMS.CondNames{c}).phase(p).auc = unique(auc(idx)); -% HRF_local{r}.(HRF_PARAMS.CondNames{c}).phase(p).auc_voxnormed = unique(auc_voxnormed(idx)); -% -% HRF_local{r}.(HRF_PARAMS.CondNames{c}).phase(p).height = height(idx); -% HRF_local{r}.(HRF_PARAMS.CondNames{c}).phase(p).height_voxnormed = height_voxnormed(idx); -% HRF_local{r}.(HRF_PARAMS.CondNames{c}).phase(p).time_to_peak = time_to_peak(idx); -% HRF_local{r}.(HRF_PARAMS.CondNames{c}).phase(p).time_to_peak_voxnormed = time_to_peak_voxnormed(idx); -% HRF_local{r}.(HRF_PARAMS.CondNames{c}).phase(p).half_height = half_height(idx); -% HRF_local{r}.(HRF_PARAMS.CondNames{c}).phase(p).half_height_voxnormed = half_height_voxnormed(idx); -% end -% end -% end -% end -% display(strjoin({num2str(t), ' Done in ', num2str(toc), ' seconds with ', rois{r}})); -% -% end -% % Save the results for this ROI -% display([num2str(t), ' Done!']) -% temp_HRF_fit{t} = HRF_local; -% tc{t} = tc_local; -% end -% -% % Transfer the results from the temporary cell array to the HRF structure -% HRF.fit = temp_HRF_fit; -% HRF.params=HRF_PARAMS; -% -% delete(gcp('nocreate')); -% -% -% end - - -function [tc, HRF]=roiTS_fitHRF(preproc_dat, HRF_PARAMS, rois, at, outfile, varargin) - - % Make directories for files if needed - if ~isempty(fileparts(outfile)) - disp(fileparts(outfile)); - if ~exist(fileparts(outfile), 'dir') - mkdir(fileparts(outfile)); - end - end - - % Make sure CondNames are valid before continuing: - HRF.atlas=at; - HRF.region=rois; - HRF.types=HRF_PARAMS.types; - - if iscell(preproc_dat) - for c=1:numel(preproc_dat) - HRF.name{c}=preproc_dat{c}.image_names; - - % Initialize 'tc' and 'temp_HRF_fit' cell arrays - tc{c} = cell(1, numel(HRF_PARAMS.types)); - temp_HRF_fit{c} = cell(1, numel(HRF_PARAMS.types)); - end - else - HRF.name=preproc_dat.image_names; - - % Initialize 'tc' and 'temp_HRF_fit' cell arrays - tc = cell(1, numel(HRF_PARAMS.types)); - temp_HRF_fit = cell(1, numel(HRF_PARAMS.types)); - end - - % Carve up SPM's design matrix for each image - % if ~isempty(varargin) - % if ischar(varargin{1}) || isstring(varargin{1}) - % load(varargin{1}); - % elseif isstruct(varargin{1}) - % SPM=varargin{1}; - % end - - - % DX=cell(1,numel(SPM.nscan)); - % if numel(preproc_dat) == numel(SPM.nscan) - % for d=1:numel(preproc_dat) - % % Check if the SPM file accounts for the same number of scans - % - % % HRF_PARAMS.CondNames - % % Use regexp to search for the pattern - % % hot_matches = ~cellfun(@isempty, regexp(SPM.xX.name, ['Sn\(', num2str(i), '\).*_heat_start'])); - % % warm_matches = ~cellfun(@isempty, regexp(SPM.xX.name, ['Sn\(', num2str(i), '\).*_warm_start'])); - % % imgcue_matches = ~cellfun(@isempty, regexp(SPM.xX.name, ['Sn\(', num2str(i), '\).*_imagine_cue'])); - % % imag_matches = ~cellfun(@isempty, regexp(SPM.xX.name, ['Sn\(', num2str(i), '\).*_imagine_start'])); - % - % R_matches = ~cellfun(@isempty, regexp(SPM.xX.name, ['Sn\(', num2str(d), '\).*R.*'])); - % constant_matches = ~cellfun(@isempty, regexp(SPM.xX.name, ['Sn\(', num2str(d), '\).*constant'])); - % sess_cols = ~cellfun(@isempty, regexp(SPM.xX.name, ['Sn\(', num2str(d), '\).*'])); - % - % - % % Find indices of matches - % indices = [find(sess_cols)]; - % % indices = [find(hot_matches) find(warm_matches) find(imgcue_matches) find(imag_matches)]; - % % indices = [find(R_matches) find(constant_matches)]; - % task_regressors{d} = [find(sess_cols & (~R_matches & ~constant_matches))]; - % - % % Each design matrix needs task regressors, covariates, and - % % intercept - % DX{d}=SPM.xX.xKXs.X(SPM.Sess(d).row, indices); - % - % end - % customDX=1; - % end - % - % - % end - - HRF_PARAMS.CondNames=matlab.lang.makeValidName(HRF_PARAMS.CondNames); - - - - % Initialize the parallel pool if it's not already running - if isempty(gcp('nocreate')) - parpool; - end - - - % Write out the images for later post-analyses - % [~, fname, ~]=fileparts(preproc_dat.image_names); - % fname=outfile - - HRF_OBJ=cell(1,numel(preproc_dat)); - PARAM_OBJ=cell(1,numel(preproc_dat)); - - parfor d=1:numel(preproc_dat) - % for d=1:numel(preproc_dat) - - if iscell(preproc_dat) - data=preproc_dat{d}; - end - - for t=1:numel(HRF_PARAMS.types) - - - warning('off', 'all'); - switch HRF_PARAMS.types{t} - case 'IL' - [~, ~, PARAM_OBJ{d}, HRF_OBJ{d}] = hrf_fit(data, HRF_PARAMS.TR, HRF_PARAMS.Condition{d}, HRF_PARAMS.T, HRF_PARAMS.types{t}, 0); - case 'FIR' - [~, ~, PARAM_OBJ{d}, HRF_OBJ{d}] = hrf_fit(data, HRF_PARAMS.TR, HRF_PARAMS.Condition{d}, HRF_PARAMS.T, HRF_PARAMS.types{t}, 0); - case 'sFIR' - [~, ~, PARAM_OBJ{d}, HRF_OBJ{d}] = hrf_fit(data, HRF_PARAMS.TR, HRF_PARAMS.Condition{d}, HRF_PARAMS.T, HRF_PARAMS.types{t}, 1); - case 'CHRF0' - [~, ~, PARAM_OBJ{d}, HRF_OBJ{d}] = hrf_fit(data, HRF_PARAMS.TR, HRF_PARAMS.Condition{d}, HRF_PARAMS.T, HRF_PARAMS.types{t}, 0); - case 'CHRF1' - [~, ~, PARAM_OBJ{d}, HRF_OBJ{d}] = hrf_fit(data, HRF_PARAMS.TR, HRF_PARAMS.Condition{d}, HRF_PARAMS.T, HRF_PARAMS.types{t}, 1); - case 'CHRF2' - [~, ~, PARAM_OBJ{d}, HRF_OBJ{d}] = hrf_fit(data, HRF_PARAMS.TR, HRF_PARAMS.Condition{d}, HRF_PARAMS.T, HRF_PARAMS.types{t}, 2); - - otherwise - error('No valid fit-type. Choose IL, FIR/sFIR or CHRF0/CHRF1/CHRF2') - end - - - for c=1:numel(HRF_PARAMS.Condition) - - HRF_OBJ{d}{c}.fullpath=sprintf([outfile, '_type-', HRF_PARAMS.types{t}, '_condition-', HRF_PARAMS.CondNames{c}, '_fit.nii']); - PARAM_OBJ{d}{c}.fullpath=sprintf([outfile, '_type-', HRF_PARAMS.types{t}, '_condition-', HRF_PARAMS.CondNames{c}, '_params.nii']); - try - write(HRF_OBJ{d}{c}, 'overwrite'); - write(PARAM_OBJ{d}{c}, 'overwrite'); - catch - warning('Not able to write one or more files.'); - end - - end - - % HRF_local{d} = cell(1, numel(rois)); - % tc_local{d} = cell(1, numel(rois)); - - end - end - - % Generate an HRF and tc for every datafile and concatenate them - % together. - - for d=1:numel(HRF_OBJ) - for t=1:numel(HRF_OBJ{d}) - [HRF.fit{d,t}, tc{d,t}]=extractHRF(d{1}, [SPM.Sess(i).U.name], at, rois); - end - end - - % This results in an HRF struct: HRF(d, t, r, c), tc(d,t,r,c) - - - delete(gcp('nocreate')); -end - -function [tc, HRF, HRF_OBJ, PARAM_OBJ]=roiTS_fitHRF_SPM(SPM, HRF_PARAMS, rois, at, outfile) - - % Make directories for files if needed - if ~isempty(fileparts(outfile)) - disp(fileparts(outfile)); - if ~exist(fileparts(outfile), 'dir') - mkdir(fileparts(outfile)); - end - end - - % Make sure CondNames are valid before continuing: - HRF.atlas=at; - HRF.region=rois; - HRF.types=HRF_PARAMS.types; - HRF.name=unique({SPM.xY.VY.fname}'); - - if numel(HRF.name)>1 - for c=1:numel(HRF.name) - % Initialize 'tc' and 'temp_HRF_fit' cell arrays - tc{c} = cell(1, numel(HRF_PARAMS.types)); - temp_HRF_fit{c} = cell(1, numel(HRF_PARAMS.types)); - end - else - % Initialize 'tc' and 'temp_HRF_fit' cell arrays - tc = cell(1, numel(HRF_PARAMS.types)); - temp_HRF_fit = cell(1, numel(HRF_PARAMS.types)); - end - - % Carve up SPM's design matrix for each image - % DX=cell(1,numel(SPM.nscan)); - - % HRF_PARAMS.CondNames=matlab.lang.makeValidName(HRF_PARAMS.CondNames); - - HRF_OBJ=cell(1,numel(HRF_PARAMS.types)); - PARAM_OBJ=cell(1,numel(HRF_PARAMS.types)); - info=cell(1,numel(HRF_PARAMS.types)); - - % Initialize the parallel pool if it's not already running - if isempty(gcp('nocreate')) - parpool; - end - - CondNames=cell(1, numel(HRF_PARAMS.types)); - - % parfor t=1:numel(HRF_PARAMS.types) - for t=1:numel(HRF_PARAMS.types) - - - % First check to see if valid images have already been generated. Then - % we don't have to regenerate them. - files_exist=0; - % for d = 1:numel(HRF.name) - % - % CondNames{t}{d} = strtrim([SPM.Sess(d).U.name]'); - % for c=1:numel(CondNames{t}{d}) - % HRF_OBJ_path=[outfile, '_type-', HRF_PARAMS.types{t}, '_condition-', CondNames{t}{d}{c}, '_fit.nii']; - % PARAM_OBJ_path=[outfile, '_type-', HRF_PARAMS.types{t}, '_condition-', CondNames{t}{d}{c}, '_params.nii']; - % if exist(HRF_OBJ_path, 'file') - % HRF_OBJ{t}{d}{c}=fmri_data(HRF_OBJ_path); - % PARAM_OBJ{t}{d}{c}=fmri_data(PARAM_OBJ_path); - % files_exist=1; - % % disp('found file') - % else - % % disp('did not find file') - % files_exist=0; - % end - % end - % end - - if ~files_exist - % Generate the files otherwise. - warning('off', 'all'); - if contains(HRF_PARAMS.types{t}, 'IL'), [~, ~, PARAM_OBJ{t}, HRF_OBJ{t}] = hrf_fit(SPM, HRF_PARAMS.T, 'IL', 0);, end - if contains(HRF_PARAMS.types{t}, 'FIR'), [~, ~, PARAM_OBJ{t}, HRF_OBJ{t}, info{t}] = hrf_fit(SPM, HRF_PARAMS.T, 'FIR', 0);, end - if contains(HRF_PARAMS.types{t}, 'sFIR'), [~, ~, PARAM_OBJ{t}, HRF_OBJ{t}, info{t}] = hrf_fit(SPM, HRF_PARAMS.T, 'FIR', 1);, end - if contains(HRF_PARAMS.types{t}, 'CHRF0'), [~, ~, PARAM_OBJ{t}, HRF_OBJ{t}, info{t}] = hrf_fit(SPM, HRF_PARAMS.T, 'CHRF', 0);, end - if contains(HRF_PARAMS.types{t},'CHRF1'), [~, ~, PARAM_OBJ{t}, HRF_OBJ{t}, info{t}] = hrf_fit(SPM, HRF_PARAMS.T, 'CHRF', 1);, end - if contains(HRF_PARAMS.types{t}, 'CHRF2'), [~, ~, PARAM_OBJ{t}, HRF_OBJ{t}, info{t}] = hrf_fit(SPM, HRF_PARAMS.T, 'CHRF', 2);, end - - if ~ismember(HRF_PARAMS.types{t}, {'IL', 'FIR', 'sFIR','CHRF0','CHRF1','CHRF2'}) - error('Not a valid fit-type. Choose IL, FIR/sFIR or CHRF0/CHRF1/CHRF2') - end - - % The issue with this one is that now HRF_OBJ{t} and PARAM_OBJ{t} - % are cell arrays with cells for each data file d. - - for d = 1:numel(info{t}) - - CondNames{t}{d} = strtrim(info{t}{d}.names); - - for c=1:numel(CondNames{t}{d}) - - HRF_OBJ{t}{d}{c}.fullpath=[outfile, '_type-', HRF_PARAMS.types{t}, '_condition-', CondNames{t}{d}{c}, '_fit.nii']; - PARAM_OBJ{t}{d}{c}.fullpath=[outfile, '_type-', HRF_PARAMS.types{t}, '_condition-', CondNames{t}{d}{c}, '_params.nii']; - try - write(HRF_OBJ{t}{d}{c}, 'overwrite'); - write(PARAM_OBJ{t}{d}{c}, 'overwrite'); - catch - warning('Not able to write one or more files.'); - end - - end - - end - end - end - - HRF.CondNames=CondNames{1}; - - % This will return an HRF_OBJ that is sectioned by: - % HRF Type (t), Run(d), Region (r), Condition (c) - - % Rearrange HRF_OBJ{t, d, c} and PARAM_OBJ{t, d, c} - - - - % Generate an HRF and tc for every HRF_OBJ datafile (type x session x Condition) and concatenate them - % together. - - HRF_arr=cell(1,numel(HRF_OBJ)); - for d=1:numel(HRF.name) % Organize by Session, then type, then condition: - HRF_struct=HRF; - HRF_struct.name=HRF.name{d}; - HRF_struct.CondNames=HRF.CondNames{d}; - tic - for t=1:numel(HRF.types) - [HRF_struct.fit{t}, tc{d}{t}]=extractHRF(HRF_OBJ{t}{d}, [SPM.Sess(d).U.name], at, rois); - end - toc - - HRF_arr{d}=HRF_struct; - end - - HRF=HRF_arr; - - % This results in an HRF struct: HRF(d, t, r, c), tc(d,t,r,c) - - - -end \ No newline at end of file diff --git a/CanlabCore/HRF_Est_Toolbox2/EstHRF_inAtlas/HRF_avg.m b/CanlabCore/HRF_Est_Toolbox2/EstHRF_inAtlas/HRF_avg.m deleted file mode 100644 index 6e086dc0..00000000 --- a/CanlabCore/HRF_Est_Toolbox2/EstHRF_inAtlas/HRF_avg.m +++ /dev/null @@ -1,390 +0,0 @@ -% I'll have to put these all together and graph them -% for HRF.region - -% for HRF.types - -function avgHRF = HRF_avg(HRF_cell_array, varargin) - % Check if all HRFs have the same atlas - - % Suppress all warnings for now, since they'll mostly flood the screen - % with Invalid Heights from findpeaks() - warning('off', 'all'); - - hasAtlas=0; - hasRegions=0; - hasConditions=0; - hasFit=0; - - for k = 1:length(varargin) - if strcmpi(varargin{k}, 'atlas') - if isa(varargin{k+1}, 'atlas') - avgHRF.atlas=varargin{k+1}; - hasAtlas = true; - else - error('Passed in atlas not an atlas.'); - end - end - - if strcmpi(varargin{k}, 'regions') - if ischar(varargin{k+1}) - avgHRF.region=varargin{k+1}; - % if ~ismember(avgHRF.region, HRF.region) - % error('Invalid region specified.'); - % else - hasRegions = true; - % end - elseif iscell(varargin{k+1}) - avgHRF.region=varargin{k+1}; - hasRegions = true; - end - end - - if strcmpi(varargin{k}, 'conditions') - if ischar(varargin{k+1}) - avgHRF.CondNames=varargin{k+1}; - % if ~ismember(avgHRF.CondNames, HRF.CondNames) - % error('Invalid condition specified.'); - % else - hasConditions = true; - % end - elseif iscell(varargin{k+1}) - avgHRF.CondNames=varargin{k+1}; - hasConditions = true; - % else - % disp(['Input argument for condition unknown.']); - % end - end - - if strcmpi(varargin{k}, 'fit') - if ischar(varargin{k+1}) - avgHRF.types=varargin{k+1}; - % if ~ismember(avgHRF.types, HRF.types) - error('Invalid fit-type specified.'); - % else - hasFit = true; - % end - elseif iscell(varargin{k+1}) - avgHRF.types=varargin{k+1}; - hasFit = true; - else - disp(['Input argument for fit-type unknown.']); - end - end - - end - - if ~hasAtlas - first_atlas = HRF_cell_array{1}.atlas; - all_same_atlas = true; - - for i = 2:numel(HRF_cell_array) - if ~isequal(HRF_cell_array{i}.atlas, first_atlas) - all_same_atlas = false; - end - end - - if all_same_atlas - avgHRF.atlas=first_atlas; - else - error('HRF Structures have different .atlas values.\n'); - end - end - - if ~hasFit - first_types = HRF_cell_array{1}.types; - all_same_types = true; - - for i = 2:numel(HRF_cell_array) - if ~isequal(HRF_cell_array{i}.types, first_types) - all_same_types = false; - end - end - if all_same_types - avgHRF.types=first_types; - else - error('HRF Structures have different .types values.\n'); - end - end - - if ~hasConditions - first_conds = HRF_cell_array{1}.CondNames; - all_same_conds = true; - - for i = 2:numel(HRF_cell_array) - if ~isequal(HRF_cell_array{i}.CondNames, first_conds) - all_same_conds = false; - end - end - if all_same_conds - avgHRF.CondNames=first_conds; - else - error('HRF Structures have different .CondNames values.\n'); - end - end - - if ~hasRegions - first_region = HRF_cell_array{1}.region; - all_same_regions = true; - - for i = 2:numel(HRF_cell_array) - if ~isequal(HRF_cell_array{i}.region, first_region) - all_same_regions = false; - end - end - - if all_same_regions - avgHRF.region=first_region; - else - error('HRF Structures have different .region values.\n'); - end - end - - - % Extract the number of fits, regions, and conditions - numFits = numel(avgHRF.types); - numRegions = numel(avgHRF.region); - numConditions = numel(avgHRF.CondNames); - - % Loop through fits, regions, and conditions - for fitIndex = 1:numFits - - for regionIndex = 1:numRegions - - - for conditionIndex = 1:numConditions - avgVector_across_conditions=[]; - models3d=[]; - - % condName = avgHRF.CondNames{conditionIndex}; - - % Initialize an empty array to store 'model' vectors - models = []; - phases=[]; - peaks=[]; - troughs=[]; - numPhases = 0; - numPeaks = 0; % Initialize the count of peak elements - numTroughs = 0; % Initialize the count of peak elements - - % Iterate through the structures and extract 'model' vectors - for dataIndex = 1:numel(HRF_cell_array) - fields=fieldnames(HRF_cell_array{dataIndex}.fit{fitIndex}{regionIndex}); - conditionName=char(fields(contains(fields, avgHRF.CondNames{conditionIndex}))); - - modelVector = HRF_cell_array{dataIndex}.fit{fitIndex}{regionIndex}.(conditionName).model; - models = [models; modelVector]; % Concatenate the vectors - - phaseStructs = HRF_cell_array{dataIndex}.fit{fitIndex}{regionIndex}.(conditionName).phases; - numPhases = numel(phaseStructs); - phases = [phases; numPhases]; - - peakStructs = HRF_cell_array{dataIndex}.fit{fitIndex}{regionIndex}.(conditionName).peaks; - numPeaks = numel(peakStructs); % Count the peak elements - peaks = [peaks; numPeaks]; - - troughStructs = HRF_cell_array{dataIndex}.fit{fitIndex}{regionIndex}.(conditionName).troughs; - numTroughs = numel(troughStructs); % Count the trough elements - troughs = [troughs; numTroughs]; - end - - % Compute the average vector for the current condition, region, and fit - avgVector = mean(models, 1); - avgVector_across_conditions=[avgVector_across_conditions; avgVector]; - - % Compute the standard deviation for the current condition, region, and fit - stdVector = std(models, 0, 1); % second parameter = 0 normalizes by N-1, which is typically desired when estimating the population standard deviation from a sample - wseVector=barplot_get_within_ste(models); - - avg_per_subject = mean(models, 2); - - avgPhases = mean(phases, 1); - stdPhases = std(phases, 0, 1); - - avgPeaks = mean(peaks, 1); - stdPeaks = std(peaks, 0, 1); - - avgTroughs = mean(troughs, 1); - stdTroughs = std(troughs, 0, 1); - - models3d=cat(3, models3d, models); - - conditionName=avgHRF.CondNames{conditionIndex}; - % Store the average vector in the avgStruct - avgHRF.fit{fitIndex}{regionIndex}.(conditionName).model = avgVector; - avgHRF.fit{fitIndex}{regionIndex}.(conditionName).stddev = stdVector; - avgHRF.fit{fitIndex}{regionIndex}.(conditionName).wse = wseVector; - - avgHRF.fit{fitIndex}{regionIndex}.(conditionName).avgpeaks = avgPeaks; - avgHRF.fit{fitIndex}{regionIndex}.(conditionName).stdpeaks = stdPeaks; - - avgHRF.fit{fitIndex}{regionIndex}.(conditionName).avgtroughs = avgTroughs; - avgHRF.fit{fitIndex}{regionIndex}.(conditionName).stdtroughs = stdTroughs; - - % Store the constituent vectors in the avgStruct - avgHRF.fit{fitIndex}{regionIndex}.(conditionName).models = models; - - [avgHRF.fit{fitIndex}{regionIndex}.(conditionName).peaks, avgHRF.fit{fitIndex}{regionIndex}.(conditionName).troughs]=detectPeaksTroughs(avgVector', false); - [~, region_numVox, ~, ~]=avgHRF.atlas.select_atlas_subset(avgHRF.region(regionIndex), 'exact').get_region_volumes; - [avgHRF.fit{fitIndex}{regionIndex}.(conditionName).peaks_voxnormed, avgHRF.fit{fitIndex}{regionIndex}.(conditionName).troughs_voxnormed]=detectPeaksTroughs(avgVector'/region_numVox, false); - - % Number of phases - start_times = [avgHRF.fit{fitIndex}{regionIndex}.(conditionName).peaks.start_time, avgHRF.fit{fitIndex}{regionIndex}.(conditionName).troughs.start_time]; - end_times = [avgHRF.fit{fitIndex}{regionIndex}.(conditionName).peaks.end_time, avgHRF.fit{fitIndex}{regionIndex}.(conditionName).troughs.end_time]; - phases = [start_times(:), end_times(:)]; - unique_phases = unique(phases, 'rows'); - avgHRF.fit{fitIndex}{regionIndex}.(conditionName).phases = mat2cell(unique_phases, ones(size(unique_phases, 1), 1), 2); - - % Loop over phases - for p = 1:numel(avgHRF.fit{fitIndex}{regionIndex}.(conditionName).phases) - features = {'peaks', 'troughs'}; - for f = 1:2 - feat = features{f}; - - % Count the number of features (peaks or troughs) - start_times = cell2mat({avgHRF.fit{fitIndex}{regionIndex}.(conditionName).(feat).start_time}); - current_phase_start = avgHRF.fit{fitIndex}{regionIndex}.(conditionName).phases{p}(1); - avgHRF.fit{fitIndex}{regionIndex}.(conditionName).phase(p).(feat) = sum(start_times == current_phase_start); - - if avgHRF.fit{fitIndex}{regionIndex}.(conditionName).phase(p).(feat) > 0 - % display(['Estimating ' , num2str(fitIndex), '_', rois{r}, '_', conditionName, '_', ' Now...!']) - % display(['Phase ' , num2str(p), 'Feature ', feat]) - idx = find(start_times == current_phase_start); - auc = cell2mat({avgHRF.fit{fitIndex}{regionIndex}.(conditionName).(feat).AUC}); - height = cell2mat({avgHRF.fit{fitIndex}{regionIndex}.(conditionName).(feat).height}); - time_to_peak = cell2mat({avgHRF.fit{fitIndex}{regionIndex}.(conditionName).(feat).time_to_peak}); - half_height = cell2mat({avgHRF.fit{fitIndex}{regionIndex}.(conditionName).(feat).half_height}); - - feat_voxnormed = strcat(feat, '_voxnormed'); - auc_voxnormed = cell2mat({avgHRF.fit{fitIndex}{regionIndex}.(conditionName).(feat_voxnormed).AUC}); - height_voxnormed = cell2mat({avgHRF.fit{fitIndex}{regionIndex}.(conditionName).(feat_voxnormed).height}); - time_to_peak_voxnormed = cell2mat({avgHRF.fit{fitIndex}{regionIndex}.(conditionName).(feat_voxnormed).time_to_peak}); - half_height_voxnormed = cell2mat({avgHRF.fit{fitIndex}{regionIndex}.(conditionName).(feat_voxnormed).half_height}); - - avgHRF.fit{fitIndex}{regionIndex}.(conditionName).phase(p).auc = unique(auc(idx)); - avgHRF.fit{fitIndex}{regionIndex}.(conditionName).phase(p).auc_voxnormed = unique(auc_voxnormed(idx)); - - avgHRF.fit{fitIndex}{regionIndex}.(conditionName).phase(p).height = height(idx); - avgHRF.fit{fitIndex}{regionIndex}.(conditionName).phase(p).height_voxnormed = height_voxnormed(idx); - avgHRF.fit{fitIndex}{regionIndex}.(conditionName).phase(p).time_to_peak = time_to_peak(idx); - avgHRF.fit{fitIndex}{regionIndex}.(conditionName).phase(p).time_to_peak_voxnormed = time_to_peak_voxnormed(idx); - avgHRF.fit{fitIndex}{regionIndex}.(conditionName).phase(p).half_height = half_height(idx); - avgHRF.fit{fitIndex}{regionIndex}.(conditionName).phase(p).half_height_voxnormed = half_height_voxnormed(idx); - end - end - end - end - end - % Calculate the within-subject SE for each time point NOT DONE - % within_subject_SE= squeeze(std(avgVector_across_conditions, 0, 1)) / sqrt(size(models, 1)); - - end -end - -% -% HRF{file}.fit{1}{1}.hot.model -% HRF{file}.fit{1}{1}.warm.model -% HRF{file}.fit{1}{1}.imagine.model -% -% -% -% HRF{file}.fit{1}{1}.model.h - - - -% Plotting Demonstration: -% -% % Your time vector, average vector, and standard deviation vector -% time = 1:width(avgVector); % Replace with your actual time vector -% c=3 -% -% % Create a new figure -% figure; -% -% % Plot the average vector -% plot(time, avgVector_across_conditions(c,:), 'b', 'LineWidth', 2); -% hold on; -% -% % Calculate the upper and lower bounds of the standard deviation -% % upperBound = avgVector + stdVector; -% % lowerBound = avgVector - stdVector; -% -% % SE -% % upperBound = avgVector_across_conditions(c,:) + stdVector/sqrt(10); -% % lowerBound = avgVector_across_conditions(c,:) - stdVector/sqrt(10); -% -% -% % Create a shaded area for the standard deviation -% x = [time, fliplr(time)]; -% y = [upperBound, fliplr(lowerBound)]; -% fill(x, y, 'b', 'FaceAlpha', 0.2, 'EdgeAlpha', 0); -% -% % Labels and title for clarity -% xlabel('Time'); -% ylabel('Measurement'); -% title('Average Measurement with Standard Deviation'); -% legend('Average', '1 SD', 'Location', 'Best'); -% -% % Display the plot -% hold off; -% grid on; -% -% -% -% -% -% % Computing the within-subject SE -% % Assuming `data` is a 3D matrix: subjects x time points x conditions. -% -% num_subjects=10 -% num_timepoints=64 -% num_conditions=3 -% -% -% data=models3d; -% % Assuming `data` is a 3D matrix: subjects x time points x conditions. -% -% [num_subjects, num_timepoints, num_conditions] = size(data); -% -% % Calculating the mean across conditions for each subject and timepoint -% subject_means = mean(data, 3); -% -% % Calculating the standard deviation of the subject means across timepoints -% subject_std = std(subject_means, 0, 2); -% -% % Calculating the average standard deviation across subjects -% avg_std = mean(subject_std); -% -% % Calculating the within-subject standard error -% WSE = avg_std / sqrt(num_conditions); -% -% % Preallocate arrays for efficiency. -% mean_response = zeros(num_conditions, num_timepoints); -% -% % Loop through each condition, time point and calculate the mean response. -% for c = 1:num_conditions -% for t = 1:num_timepoints -% mean_response(c, t) = mean(data(:, t, c)); -% end -% -% % Optionally, plot the mean response with shaded WSE for each condition. -% figure; -% plot(mean_response(c, :), 'LineWidth', 2); % Plot the mean response. -% hold on; -% -% % Add shaded error (WSE). -% fill([1:num_timepoints, fliplr(1:num_timepoints)], ... -% [mean_response(c, :) + WSE, fliplr(mean_response(c, :) - WSE)], ... -% [0.9, 0.9, 0.9], 'EdgeColor', 'none'); -% -% hold off; -% xlabel('Time Point'); -% ylabel('Response'); -% title(['Mean Response Over Time with WSE for Condition ', num2str(c)]); -% end -% -% -% -% barplot_get_within_ste(models3d(:,:,1)) -% barplot_get_within_ste(models3d(:,:,2)) -% barplot_get_within_ste(models3d(:,:,3)) - diff --git a/CanlabCore/HRF_Est_Toolbox2/EstHRF_inAtlas/animate.m b/CanlabCore/HRF_Est_Toolbox2/EstHRF_inAtlas/animate.m deleted file mode 100644 index d6cbd2bb..00000000 --- a/CanlabCore/HRF_Est_Toolbox2/EstHRF_inAtlas/animate.m +++ /dev/null @@ -1,256 +0,0 @@ -function animate(data, tr, varargin) - % Helper script to create condition vectors for hrf_fit_one_voxel() - % Michael Sun, Ph.D. - % - Takes fmri_data() object or the number of TRs in a 4D object. - % - conditions: cell-vector of cellstrings for each condition e.g., {'hot', 'warm', 'imagine'} - % - onsets: SPM-style onsets cell array in seconds from first-level model, e.g., {{1,2,3}, {4, 5, 6}, {7, 8, 9}} - % - duration: SPM-style duration cell array in seconds from first-level model, e.g., {{12, 12 ,12}, {12, 12, 12}, {12, 12, 12}} - % - % *Usage: - % :: - % Condition = generateConditionTS(image_obj, {'hot','warm','imagine'}, onsets, durations}) - % - % Note 1: Preset a SPIKES or SPIKETRAINS variable in order to toggle the - % generation of Spikes (single 1s) or Spiketrains (a train of 1s) to - % represent each event. - % - % Note 2: If there was slice-timing correction performed, then you will - % want to correct for it by adding 0.5TRs to all of your times. - - % Default to modeling single spike instead of duration of events. - - % Validate input arguments - -% if nargin < 4 -% error('You must provide fmri_data, tr, outfile name, and outtype "avi" or "gif"'); -% end - - if numel(varargin)==1 - outfile=varargin{1}; - outtype='avi'; - elseif numel(varargin)==2 - outfile=varargin{1}; - outtype=varargin{2}; - else - outfile='animated_file.avi'; - outtype='avi'; - end - - % Use fileparts to split the path - [parentFolder, ~, ~] = fileparts(outfile); - - % Check if the folder exists - if ~exist(parentFolder, 'dir') - % Folder does not exist, so create it - mkdir(parentFolder); - disp('Folder was created.'); - end - - - if strcmp(outtype,'avi') - makeFmriAvi(data, tr, outfile); - elseif strcmp(outtype, 'gif') - makeFmriGif(data, tr, outfile); - else - disp([outtype, ' is not supported yet.']) - end - -end - -% function makeFmriAvi(data, tr, outfile) -% % data: fmri_data object -% % varargin: -% % 'TR', numeric -% % 'outfile', cellstr -% % '', -% -% -% % Define the animation parameters -% -% frame_rate = 1/tr; % e.g., 2.17; for a TR of 0.46 -% -% % % Create a movie object -% % writerObj = VideoWriter(outfile); -% % writerObj.FrameRate = frame_rate; -% % open(writerObj); -% % -% % % Create a loop that iterates over each time point in the fMRI data -% % for i = 1:size(data.dat,2) -% % % Replace with preferred plotting logic using 'data'. -% % get_wh_image(data, i).montage('full', 'cmaprange', [-7 7]); -% % -% % % Capture the image as a frame in the movie object -% % frame = getframe(gcf); -% % writeVideo(writerObj,frame); -% % close; -% % end -% -% % Create a movie object -% writerObj = VideoWriter(outfile); -% writerObj.FrameRate = frame_rate; -% open(writerObj); -% -% % Preallocate figure and axes -% % fig = figure; -% % ax = axes('Parent', fig); -% % -% % % Process each frame -% % parfor i = 1:size(data.dat,2) -% % % Update plot in the preallocated figure -% % cla(ax); % Clear axes -% % get_wh_image(data, i).montage('full', 'cmaprange', [-7 7], 'Parent', ax); -% % -% % % Capture the image as a frame in the movie object -% % frame = getframe(fig); -% % writeVideo(writerObj, frame); -% % end -% -% -% % Parallel generation of frames with index -% % Parallel Approach -% nFrames = size(data.dat,2); -% frames(nFrames) = struct('cdata',[],'colormap',[]); % Preallocate structure array -% -% parfor i = 1:nFrames -% frames(i).data = frameCapture(data, i); -% frames(i).index = i; % Store the index -% end -% -% % Sort frames based on index to ensure correct order -% [~, order] = sort([frames.index]); -% sortedFrames = frames(order); -% -% % Sequentially write sorted frames to video -% for i = 1:nFrames -% writeVideo(writerObj, sortedFrames(i).data); -% end -% -% -% -% % Close the movie object -% close(writerObj); -% % close(fig); -% -% end - -function makeFmriAvi(data, tr, outfile) - - - - - frame_rate = 1/tr; - writerObj = VideoWriter(outfile); - writerObj.FrameRate = frame_rate; - open(writerObj); - - nFrames = size(data.dat,2); - tempDir = tempname; % Create a temporary directory name - mkdir(tempDir); % Make the temporary directory - - % Parallel generation of frames - parfor i = 1:nFrames - frameFilename = fullfile(tempDir, sprintf('frame_%06d.png', i)); - frame = frameCapture(data, i); - imwrite(frame.cdata, frameFilename); % Write frame to file - end - - % Sequentially read frames from files and write to video - for i = 1:nFrames - frameFilename = fullfile(tempDir, sprintf('frame_%06d.png', i)); - if exist(frameFilename, 'file') - frame = imread(frameFilename); - writeVideo(writerObj, frame); - else - error(['Frame file missing: ', frameFilename]); - end - end - - % Close the movie object - close(writerObj); - - % Cleanup: Delete the temporary frames - rmdir(tempDir, 's'); % Remove the directory and its contents -end - - - - -function makeFmriGif(data, fr, outfile) - % data: fmri_data object or appropriate data for the animation - % fr: frame rate - % outfile: output file name - - % Ensure that 'data' contains valid information for the animation. - % Ensure that 'outfile' is a string and ends with '.gif'. - - % Number of frames based on the data - numFrames = size(data.dat,2); - mov(numFrames) = struct('cdata',[],'colormap',[]); - - % Loop through each frame of the data - for i = 1:numFrames - % Replace with preferred plotting logic using 'data'. - get_wh_image(data, i).montage('full', 'cmaprange', [-7 7]); - - drawnow - % Capture the current plot as a movie frame - mov(i) = getframe(gcf); - close; - end - - % Convert the movie frames to indexed images - [imind, cm] = rgb2ind(mov(1).cdata, 256, 'nodither'); - imind(1,1,1,numFrames) = 0; - for i = 1:numFrames - imind(:,:,1,i) = rgb2ind(mov(i).cdata, cm, 'nodither'); - end - - % Save the indexed images as an animated gif - delay = 1/fr; % delay between frames in seconds - loopcount = inf; % number of times to repeat animation (inf = indefinitely) - imwrite(imind, cm, outfile, 'gif', 'DelayTime', delay, 'LoopCount', loopcount); -end - - -function frame = frameCapture(data, i) - - % Call montage, which creates its own figure - get_wh_image(data, i).montage('full', 'cmaprange', [-7 7], 'noverbose'); - - % Find the most recently created figure - figs = findall(groot, 'Type', 'figure'); - latestFig = figs(end); - - % Make the figure visible and set the size - set(latestFig, 'Position', [100, 100, 2560, 1080], 'Visible', 'on'); - - drawnow; snapnow; - - % Dynamic waiting for figure to update -% waitTime = 0; -% maxWaitTime = 400; % Slightly longer than your longest frame processing time -% while waitTime < maxWaitTime -% drawnow; snapnow; % Update figure window -% pause(5); % Check every 5 seconds -% waitTime = waitTime + 5; -% % Add any additional checks here if possible to confirm rendering is complete -% end - - % Capture the frame from the latest figure - frame = getframe(latestFig); - - % Close the latest figure - close(latestFig); - - -end - - - - - - - - - - diff --git a/CanlabCore/HRF_Est_Toolbox2/EstHRF_inAtlas/describeHRF.m b/CanlabCore/HRF_Est_Toolbox2/EstHRF_inAtlas/describeHRF.m deleted file mode 100644 index 4c571588..00000000 --- a/CanlabCore/HRF_Est_Toolbox2/EstHRF_inAtlas/describeHRF.m +++ /dev/null @@ -1,30 +0,0 @@ -function describeHRF(HRF) - % Generates a description from an HRF Structure. - % Michael Sun, Ph.D. - % - Takes HRF Structure object generated from EstimateHRF_inAtlas() - % - % *Usage: - % :: - % describeHRF(HRF_structure) - - for c = 1:numel(HRF.CondNames) - for t = 1:numel(HRF.types) - for r = 1:numel(HRF.region) - - disp(['The ', HRF.types{t}, ' fitted ', HRF.region{r}, ' features ', num2str(numel(HRF.fit{t}{r}.(HRF.CondNames{c}).phases)), ' phases of activity for the ', HRF.CondNames{c}, ' condition']); - for p = 1:numel(HRF.fit{t}{r}.(HRF.CondNames{c}).phases) - if HRF.fit{t}{r}.(HRF.CondNames{c}).phase(p).peaks>0 - disp(['Phase ' num2str(p), ', spanning TRs ', num2str(HRF.fit{t}{r}.(HRF.CondNames{c}).phases{p}), ' features ', num2str(HRF.fit{t}{r}.(HRF.CondNames{c}).phase(p).peaks), ' peak(s), (at TR(s) ', num2str(HRF.fit{t}{r}.(HRF.CondNames{c}).phase(p).time_to_peak), ... - ' and features an AUC of ' num2str(HRF.fit{t}{r}.(HRF.CondNames{c}).phase(p).auc), ' (voxel-normed: ', num2str(HRF.fit{t}{r}.(HRF.CondNames{c}).phase(p).auc_voxnormed), ').']); - end - if HRF.fit{t}{r}.(HRF.CondNames{c}).phase(p).troughs>0 - disp(['Phase ' num2str(p), ', spanning TRs ', num2str(HRF.fit{t}{r}.(HRF.CondNames{c}).phases{p}), ' features ', num2str(HRF.fit{t}{r}.(HRF.CondNames{c}).phase(p).troughs), ' trough(s), (at TR(s) ', num2str(HRF.fit{t}{r}.(HRF.CondNames{c}).phase(p).time_to_peak), ... - ' and features an AUC of ' num2str(HRF.fit{t}{r}.(HRF.CondNames{c}).phase(p).auc), ' (voxel-normed: ', num2str(HRF.fit{t}{r}.(HRF.CondNames{c}).phase(p).auc_voxnormed), ').']); - end - end - - end - disp(newline); - end - end -end \ No newline at end of file diff --git a/CanlabCore/HRF_Est_Toolbox2/EstHRF_inAtlas/detectPeaksTroughs.m b/CanlabCore/HRF_Est_Toolbox2/EstHRF_inAtlas/detectPeaksTroughs.m deleted file mode 100644 index 50fec016..00000000 --- a/CanlabCore/HRF_Est_Toolbox2/EstHRF_inAtlas/detectPeaksTroughs.m +++ /dev/null @@ -1,130 +0,0 @@ -function [peaks, troughs] = detectPeaksTroughs(waveform, shouldPlot) - % Detect Peaks and Troughs from a waveform using Matlab Signal - % Processing Toolbox - % Michael Sun, Ph.D. - % - Takes a vector timeseries e.g., generated from EstimateHRF_inAtlas - % or hrf_fit_one_voxel(). - % - shouldPlot: 1: yes, plot; 0: no, don't plot - % - % *Usage: - % :: - % [peaks, troughs] = detectPeaksTroughs(waveform, 1) - - % [tc, roi_val, maskdat]=canlab_connectivity_preproc(fmri_d, PREPROC_PARAMS.R, 'hpf', .018, PREPROC_PARAMS.TR, 'average_over', 'no_plots'); - - if nargin < 2 - shouldPlot = false; - end - - % Initialize - peaks = struct([]); - troughs = struct([]); - auc_values = []; - - - % Detecting Peaks: - % [d_pos, l_pos, pos_width, pos_prominences] = findpeaks(waveform, 'MinPeakHeight', waveform(1), 'MinPeakDistance', 1); - % threshold_prominence = 0.5 * max(pos_prominences); - % - % % Detecting Troughs: - % [d_neg, l_neg, neg_width, neg_prominences] = findpeaks(-waveform, 'MinPeakHeight', waveform(1), 'MinPeakDistance', 1); - % threshold_prominence = 0.5 * max(neg_prominences); - - % Detecting Peaks: - [d_pos, l_pos, ~, pos_prominences] = findpeaks(waveform, 'MinPeakHeight', waveform(1), 'MinPeakDistance', 1); - if d_pos > 0 - peak_intervals=diff(l_pos); - threshold_prominence = .5*max(pos_prominences); - [d_pos, l_pos, pos_width, pos_prominences] = findpeaks(waveform, 'MinPeakHeight', waveform(1), 'MinPeakDistance', 1, 'MinPeakProminence', threshold_prominence, 'Annotate', 'extents'); - end - - % Detecting Troughs - [d_neg, l_neg, ~, neg_prominences] = findpeaks(-waveform, 'MinPeakHeight', waveform(1), 'MinPeakDistance', 1); - if d_neg > 0 - trough_intervals=diff(l_neg); - threshold_prominence = .5*max(neg_prominences); - [d_neg, l_neg, ~, neg_prominences] = findpeaks(-waveform, 'MinPeakHeight', waveform(1), 'MinPeakDistance', 1, 'MinPeakProminence', threshold_prominence, 'Annotate', 'extents'); - end - - % fields = {'height', 'time_to_peak', 'width', 'start_time', 'end_time', 'half_height', 'AUC'}; - % Initialize with default values - default_struct = struct('height', NaN, 'time_to_peak', NaN, 'width', NaN, 'start_time', NaN, 'end_time', NaN, 'half_height', NaN, 'AUC', NaN); - peaks = repmat(default_struct, 1, length(l_pos)); - troughs = repmat(default_struct, 1, length(l_neg)); - - % Optional Plotting - if shouldPlot - % figure; - plot(waveform); - hold on; - end - - % Process Peaks - for i = 1:length(l_pos) - [start_point, end_point, auc] = processRegion(l_pos(i), waveform, d_pos(i), shouldPlot, 'ro', [1, 0.6, 0.6], false); - peaks(i) = storeFeatures(d_pos(i), l_pos(i), start_point, end_point, auc); - end - - % Process Troughs - for j = 1:length(l_neg) - [start_point, end_point, auc] = processRegion(l_neg(j), -waveform, d_neg(j), shouldPlot, 'bo', [0.6, 0.6, 1], true); - troughs(j) = storeFeatures(-d_neg(j), l_neg(j), start_point, end_point, auc); - end - - % hold off; - -end - -%% HELPER FUNCTIONS - -function [start_point, end_point, auc] = processRegion(loc, waveform, height, shouldPlot, marker, fillColor, isTrough) - start_point = find(waveform(1:loc) <= 0, 1, 'last') + 1; - if isempty(start_point) - start_point = 1; - end - - end_point = find(waveform(loc:end) <= 0, 1, 'first') + loc - 2; - if isempty(end_point) - end_point = length(waveform); - end - - % Ensure start_point is less than end_point - if start_point > end_point - temp = start_point; - start_point = end_point; - end_point = temp; - end - - region_data = waveform(start_point:end_point); - auc = abs(trapz(region_data)); - - if shouldPlot - x = start_point:end_point; - y = waveform(x); - x_fill = [x, fliplr(x)]; - y_fill = [y', zeros(1, numel(y))]; - - if isTrough - y_fill = -y_fill; % Flip the y-values for troughs - height = -height; % Make the height negative for troughs - end - - fill(x_fill, y_fill, fillColor, 'EdgeColor', 'none'); - plot(loc, height, marker); - text(loc, height, sprintf('AUC: %.2f', auc)); - end -end - - -function features = storeFeatures(height, time_to_peak, start_time, end_time, auc) - - features.height = height; - features.time_to_peak = time_to_peak; - features.width = end_time - start_time; - features.start_time = start_time; - features.end_time = end_time; - features.half_height = height / 2; - features.AUC = auc; - -end - diff --git a/CanlabCore/HRF_Est_Toolbox2/EstHRF_inAtlas/extractHRF.m b/CanlabCore/HRF_Est_Toolbox2/EstHRF_inAtlas/extractHRF.m deleted file mode 100644 index 832cd9c7..00000000 --- a/CanlabCore/HRF_Est_Toolbox2/EstHRF_inAtlas/extractHRF.m +++ /dev/null @@ -1,255 +0,0 @@ -function [HRF, tc] = extractHRF(HRF_OBJ, CondNames, varargin) - % Passed in HRF_OBJ is a cell array of fmri_data for each condition. - % CondNames should be a cell array of charstr for each condition - - isSigFound = false; - isAtlasFound = false; - isRegsFound = false; - r = []; - s = []; - - if isa(HRF_OBJ, 'fmri_data') - HRF_OBJ={HRF_OBJ}; - end - - - % Initialize the parallel pool if it's not already running - % if isempty(gcp('nocreate')) - % parpool; - % end - - for k = 1:length(varargin) - if strcmpi(varargin{k}, 'atlas') - if isa(varargin{k+1}, 'atlas') - at=varargin{k+1}; - else - error('Passed in atlas not an atlas.'); - end - - isAtlasFound = true; - end - - if strcmpi(varargin{k}, 'regions') - if isAtlasFound - if ischar(varargin{k+1}) - r={varargin{k+1}}; - isRegsFound = true; - elseif iscell(varargin{k+1}) - r=varargin{k+1}; - isRegsFound = true; - end - else - error('Cannot extract HRF of regions without atlas') - end - end - - if isAtlasFound && ~isRegsFound - % Extract all atlas regions. - r=at.labels; - end - - if strcmpi(varargin{k}, 'sig') % Expected input: 'nps', 'siips', or 'all' - if ischar(varargin{k+1}) - s={varargin{k+1}}; - isSigFound = true; - elseif iscell(varargin{k+1}) - s=varargin{k+1}; - isSigFound = true; - else - error(['Input argument for sig is unknown.']); - end - - end - end - - % ROIs will consist of regions and signatures - rois = [r, s]; - - % Preallocation of tc_local before the parfor loop - HRF= cell(1, numel(rois)); - tc= cell(1, numel(rois)); - - CondNames=matlab.lang.makeValidName(CondNames); - - % Now, handle the fourth dimension which varies with 'd' - numCondNames = numel(CondNames); - - % HRF_local{d} = cell(1, numel(rois)); - % tc_local{d} = cell(1, numel(rois)); - - % Consider doing apply_parcellation instead of mean(apply_mask(HRF_OBJ{c}, at.select_atlas_subset(rois(r), 'exact')).dat); - % [parcel_means, parcel_pattern_expression, parcel_valence, rmsv_pos, rmsv_neg] = apply_parcellation(dat,at); - % nps=load_image_set('npsplus'); - % nps = get_wh_image(nps,1); - % [parcel_means, parcel_pattern_expression, parcel_valence, rmsv_pos, rmsv_neg] = apply_parcellation(dat,at, 'pattern_expression', nps); - % r=region(at,'unique_mask_values'); - % wh_parcels=~all(isnan(parcel_means)) - - for r=1:numel(rois) - HRF{r} = struct; - tc{r} = cell(1, numCondNames); - - - tic - if isSigFound & strcmpi(rois{r}, 'all') - [sig_dp, ~]=apply_all_signatures(HRF_OBJ, 'similarity_metric', 'dot_product', 'conditionnames', CondNames, 'image_set', 'all'); - [sig_cs, ~]=apply_all_signatures(HRF_OBJ, 'similarity_metric', 'cosine_similarity', 'conditionnames', CondNames, 'image_set', 'all'); - [sig_r, ~]=apply_all_signatures(HRF_OBJ, 'similarity_metric', 'correlation', 'conditionnames', CondNames, 'image_set', 'all'); - end - - - for c=1:numel(CondNames) - - % Check to see if its a signature name first - if isSigFound - - switch rois{r} - case 'all' - for sig = 1:numel(sig_dp.signaturenames) - try - HRF{r}.([CondNames{c},'_',sig_dp.signaturenames{sig},'_dp']).model=sig_dp.(sig_dp.signaturenames{sig}).(CondNames{c}); - HRF{r}.([CondNames{c},'_',sig_cs.signaturenames{sig},'_cs']).model=sig_cs.(sig_cs.signaturenames{sig}).(CondNames{c}); - HRF{r}.([CondNames{c},'_',sig_r.signaturenames{sig},'_r']).model=sig_r.(sig_r.signaturenames{sig}).(CondNames{c}); - - [HRF{r}.([CondNames{c},'_',sig_dp.signaturenames{sig},'_dp']).peaks, HRF{r}.([CondNames{c},'_',sig_dp.signaturenames{sig},'_dp']).troughs]=detectPeaksTroughs(sig_dp.(sig_dp.signaturenames{sig}).(CondNames{c}), false); - [HRF{r}.([CondNames{c},'_',sig_cs.signaturenames{sig},'_cs']).peaks, HRF{r}.([CondNames{c},'_',sig_cs.signaturenames{sig},'_cs']).troughs]=detectPeaksTroughs(sig_cs.(sig_cs.signaturenames{sig}).(CondNames{c}), false); - [HRF{r}.([CondNames{c},'_',sig_r.signaturenames{sig},'_r']).peaks, HRF{r}.([CondNames{c},'_',sig_r.signaturenames{sig},'_r']).troughs]=detectPeaksTroughs(sig_r.(sig_r.signaturenames{sig}).(CondNames{c}), false); - - catch - disp(c); - disp(rois{r}); - end - end - - case 'nps' - % tc{r}=apply_nps(HRF_OBJ); % This does all conditions at once! - try - % tc{r}{c}=apply_nps(HRF_OBJ{c}); - HRF{r}.([CondNames{c}, '_NPS_dp']).model=cell2mat(apply_nps(HRF_OBJ{c})); - HRF{r}.([CondNames{c}, '_NPS_cs']).model=cell2mat(apply_nps(HRF_OBJ{c}, 'cosine_similarity')); - HRF{r}.([CondNames{c}, '_NPS_r']).model=cell2mat(apply_nps(HRF_OBJ{c}, 'correlation')); - [HRF{r}.([CondNames{c}, '_NPS_dp']).peaks, HRF{r}.([CondNames{c}, '_NPS_dp']).troughs]=detectPeaksTroughs(HRF{r}.([CondNames{c}, '_NPS_dp']).model, false); - [HRF{r}.([CondNames{c}, '_NPS_cs']).peaks, HRF{r}.([CondNames{c}, '_NPS_cs']).troughs]=detectPeaksTroughs( HRF{r}.([CondNames{c}, '_NPS_cs']).model, false); - [HRF{r}.([CondNames{c}, '_NPS_r']).peaks, HRF{r}.([CondNames{c}, '_NPS_r']).troughs]=detectPeaksTroughs(HRF{r}.([CondNames{c}, '_NPS_r']).model, false); - catch - disp(c); - disp(rois{r}); - end - - case 'siips' - try - HRF{r}.([CondNames{c}, '_SIIPS_dp']).model=cell2mat(apply_siips(HRF_OBJ{c})); - HRF{r}.([CondNames{c}, '_SIIPS_cs']).model=cell2mat(apply_siips(HRF_OBJ{c}, 'cosine_similarity')); - HRF{r}.([CondNames{c}, '_SIIPS_r']).model=cell2mat(apply_siips(HRF_OBJ{c}, 'correlation')); - [HRF{r}.([CondNames{c}, '_SIIPS_dp']).peaks, HRF{r}.([CondNames{c}, '_SIIPS_dp']).troughs]=detectPeaksTroughs(HRF{r}.([CondNames{c}, '_SIIPS_dp']).model, false); - [HRF{r}.([CondNames{c}, '_SIIPS_cs']).peaks, HRF{r}.([CondNames{c}, '_SIIPS_cs']).troughs]=detectPeaksTroughs( HRF{r}.([CondNames{c}, '_SIIPS_cs']).model, false); - [HRF{r}.([CondNames{c}, '_SIIPS_r']).peaks, HRF{r}.([CondNames{c}, '_SIIPS_r']).troughs]=detectPeaksTroughs(HRF{r}.([CondNames{c}, '_SIIPS_r']).model, false); - catch - disp(c); - disp(rois{r}); - end - end - end - - - if isAtlasFound & ~ismember(rois{r}, {'all', 'nps', 'siips'}) - - - try - tc{r}{c}=mean(apply_mask(HRF_OBJ{c}, at.select_atlas_subset(rois(r), 'exact')).dat); - - HRF{r}.(CondNames{c}).model=tc{r}{c}; - [HRF{r}.(CondNames{c}).peaks, HRF{r}.(CondNames{c}).troughs]=detectPeaksTroughs(tc{r}{c}', false); - - [~, regionVoxNum, ~, ~]=at.select_atlas_subset(rois(r), 'exact').get_region_volumes; - HRF{r}.(CondNames{c}).model_voxnormed=tc{r}{c}/regionVoxNum; - [HRF{r}.(CondNames{c}).peaks_voxnormed, HRF{r}.(CondNames{c}).troughs_voxnormed]=detectPeaksTroughs(tc{r}{c}'/regionVoxNum, false); - catch - % disp(t); - disp(c); - disp(rois{r}); - tc{r}{c} - mean(apply_mask(HRF_OBJ{c}, at.select_atlas_subset(rois(r), 'exact')).dat) - {apply_mask(HRF_OBJ{c}, at.select_atlas_subset(rois(r), 'exact')).dat} - HRF_OBJ - - end - - % Number of phases - start_times = [HRF{r}.(CondNames{c}).peaks.start_time, HRF{r}.(CondNames{c}).troughs.start_time]; - end_times = [HRF{r}.(CondNames{c}).peaks.end_time, HRF{r}.(CondNames{c}).troughs.end_time]; - phases = [start_times(:), end_times(:)]; - unique_phases = unique(phases, 'rows'); - HRF{r}.(CondNames{c}).phases = mat2cell(unique_phases, ones(size(unique_phases, 1), 1), 2); - - % Loop over phases - for p = 1:numel(HRF{r}.(CondNames{c}).phases) - features = {'peaks', 'troughs'}; - for f = 1:2 - feat = features{f}; - - % Count the number of features (peaks or troughs) - start_times = cell2mat({HRF{r}.(CondNames{c}).(feat).start_time}); - current_phase_start = HRF{r}.(CondNames{c}).phases{p}(1); - HRF{r}.(CondNames{c}).phase(p).(feat) = sum(start_times == current_phase_start); - - if HRF{r}.(CondNames{c}).phase(p).(feat) > 0 - display(['Estimating ' , '_', rois{r}, '_', CondNames{c}, '_', ' Now...!']); - display(['Phase ' , num2str(p), 'Feature ', feat]); - idx = find(start_times == current_phase_start); - auc = cell2mat({HRF{r}.(CondNames{c}).(feat).AUC}); - height = cell2mat({HRF{r}.(CondNames{c}).(feat).height}); - time_to_peak = cell2mat({HRF{r}.(CondNames{c}).(feat).time_to_peak}); - half_height = cell2mat({HRF{r}.(CondNames{c}).(feat).half_height}); - - feat_voxnormed = strcat(feat, '_voxnormed'); - auc_voxnormed = cell2mat({HRF{r}.(CondNames{c}).(feat_voxnormed).AUC}); - height_voxnormed = cell2mat({HRF{r}.(CondNames{c}).(feat_voxnormed).height}); - time_to_peak_voxnormed = cell2mat({HRF{r}.(CondNames{c}).(feat_voxnormed).time_to_peak}); - half_height_voxnormed = cell2mat({HRF{r}.(CondNames{c}).(feat_voxnormed).half_height}); - - HRF{r}.(CondNames{c}).phase(p).auc = unique(auc(idx)); - HRF{r}.(CondNames{c}).phase(p).auc_voxnormed = unique(auc_voxnormed(idx)); - - HRF{r}.(CondNames{c}).phase(p).height = height(idx); - HRF{r}.(CondNames{c}).phase(p).height_voxnormed = height_voxnormed(idx); - HRF{r}.(CondNames{c}).phase(p).time_to_peak = time_to_peak(idx); - HRF{r}.(CondNames{c}).phase(p).time_to_peak_voxnormed = time_to_peak_voxnormed(idx); - HRF{r}.(CondNames{c}).phase(p).half_height = half_height(idx); - HRF{r}.(CondNames{c}).phase(p).half_height_voxnormed = half_height_voxnormed(idx); - end - end - end - end - display(strjoin({' Done in ', num2str(toc), ' seconds with ', rois{r}})); - end - - end - - % HRF_struct=struct; - % if isAtlasFound - % HRF_struct.atlas=at; - % end - % HRF_struct.region=rois; - % HRF_struct.CondNames=CondNames; - % HRF_struct.fit=HRF; - % HRF=HRF_struct; - - - - % temp_HRF_fit = HRF_local; - % Save the results for this ROI - % display([num2str(t), ' Done!']) - % temp_HRF_fit{t} = HRF_local; - % tc{t} = tc; - - - % Transfer the results from the temporary cell array to the HRF structure - % HRF.fit = temp_HRF_fit; - % HRF.params=HRF_PARAMS; - - % delete(gcp('nocreate')); - - - -end \ No newline at end of file diff --git a/CanlabCore/HRF_Est_Toolbox2/EstHRF_inAtlas/fitHRF_batch.m b/CanlabCore/HRF_Est_Toolbox2/EstHRF_inAtlas/fitHRF_batch.m deleted file mode 100644 index bc4df6e0..00000000 --- a/CanlabCore/HRF_Est_Toolbox2/EstHRF_inAtlas/fitHRF_batch.m +++ /dev/null @@ -1,116 +0,0 @@ -function [tc, HRF]=fitHRF_batch(datadir, HRF_PARAMS, rois, at, outfile) - % This is not done yet. - - % Make directories for files if needed - if ~isempty(fileparts(outfile)) - if ~exist(fileparts(outfile), 'dir') - mkdir(fileparts(outfile)); - end - end - - HRF.atlas=at.atlas_name; - HRF.region=rois; - HRF.types=HRF_PARAMS.types; - HRF.name=fmri_d.image_names; - - % Initialize 'tc' and 'temp_HRF_fit' cell arrays - tc = cell(1, numel(HRF_PARAMS.types); - temp_HRF_fit = cell(1, numel(HRF_PARAMS.types)); - - % Write out the images for later post-analyses - % [~, fname, ~]=fileparts(preproc_dat.image_names); - % fname=outfile - - HRF_local = cell(1, numel(HRF_PARAMS.types)); - tc_local = cell(1, numel(rois)); - - - canlab_list_subjects() - - fmri_data() - - - - for r=1:numel(rois) - tic - for c=1:numel(HRF_PARAMS.CondNames) - - try - tc_local{r}{c}=mean(apply_mask(HRF_OBJ{c}, at.select_atlas_subset(rois(r), 'exact')).dat); - - HRF_local{r}.(HRF_PARAMS.CondNames{c}).model=tc_local{r}{c}; - [HRF_local{r}.(HRF_PARAMS.CondNames{c}).peaks, HRF_local{r}.(HRF_PARAMS.CondNames{c}).troughs]=detectPeaksTroughs(tc_local{r}{c}', false); - - [~, regionVoxNum, ~, ~]=at.select_atlas_subset(rois(r), 'exact').get_region_volumes; - HRF_local{r}.(HRF_PARAMS.CondNames{c}).model_voxnormed=tc_local{r}/regionVoxNum; - [HRF_local{r}.(HRF_PARAMS.CondNames{c}).peaks_voxnormed, HRF_local{r}.(HRF_PARAMS.CondNames{c}).troughs_voxnormed]=detectPeaksTroughs(tc_local{r}{c}'/regionVoxNum, false); - catch - disp(t); - disp(c); - disp(rois{r}); - tc_local{r}{c} - mean(apply_mask(HRF_OBJ{c}, at.select_atlas_subset(rois(r), 'exact')).dat) - {apply_mask(HRF_OBJ{c}, at.select_atlas_subset(rois(r), 'exact')).dat} - HRF_OBJ{c} - - end - - % Number of phases - start_times = [HRF_local{r}.(HRF_PARAMS.CondNames{c}).peaks.start_time, HRF_local{r}.(HRF_PARAMS.CondNames{c}).troughs.start_time]; - end_times = [HRF_local{r}.(HRF_PARAMS.CondNames{c}).peaks.end_time, HRF_local{r}.(HRF_PARAMS.CondNames{c}).troughs.end_time]; - phases = [start_times(:), end_times(:)]; - unique_phases = unique(phases, 'rows'); - HRF_local{r}.(HRF_PARAMS.CondNames{c}).phases = mat2cell(unique_phases, ones(size(unique_phases, 1), 1), 2); - - % Loop over phases - for p = 1:numel(HRF_local{r}.(HRF_PARAMS.CondNames{c}).phases) - features = {'peaks', 'troughs'}; - for f = 1:2 - feat = features{f}; - - % Count the number of features (peaks or troughs) - start_times = cell2mat({HRF_local{r}.(HRF_PARAMS.CondNames{c}).(feat).start_time}); - current_phase_start = HRF_local{r}.(HRF_PARAMS.CondNames{c}).phases{p}(1); - HRF_local{r}.(HRF_PARAMS.CondNames{c}).phase(p).(feat) = sum(start_times == current_phase_start); - - if HRF_local{r}.(HRF_PARAMS.CondNames{c}).phase(p).(feat) > 0 - display(['Estimating ' , num2str(t), '_', rois{r}, '_', HRF_PARAMS.CondNames{c}, '_', ' Now...!']) - display(['Phase ' , num2str(p), 'Feature ', feat]) - idx = find(start_times == current_phase_start) - auc = cell2mat({HRF_local{r}.(HRF_PARAMS.CondNames{c}).(feat).AUC}) - height = cell2mat({HRF_local{r}.(HRF_PARAMS.CondNames{c}).(feat).height}) - time_to_peak = cell2mat({HRF_local{r}.(HRF_PARAMS.CondNames{c}).(feat).time_to_peak}) - half_height = cell2mat({HRF_local{r}.(HRF_PARAMS.CondNames{c}).(feat).half_height}) - - feat_voxnormed = strcat(feat, '_voxnormed') - auc_voxnormed = cell2mat({HRF_local{r}.(HRF_PARAMS.CondNames{c}).(feat_voxnormed).AUC}) - height_voxnormed = cell2mat({HRF_local{r}.(HRF_PARAMS.CondNames{c}).(feat_voxnormed).height}) - time_to_peak_voxnormed = cell2mat({HRF_local{r}.(HRF_PARAMS.CondNames{c}).(feat_voxnormed).time_to_peak}) - half_height_voxnormed = cell2mat({HRF_local{r}.(HRF_PARAMS.CondNames{c}).(feat_voxnormed).half_height}) - - HRF_local{r}.(HRF_PARAMS.CondNames{c}).phase(p).auc = unique(auc(idx)) - HRF_local{r}.(HRF_PARAMS.CondNames{c}).phase(p).auc_voxnormed = unique(auc_voxnormed(idx)) - - HRF_local{r}.(HRF_PARAMS.CondNames{c}).phase(p).height = height(idx) - HRF_local{r}.(HRF_PARAMS.CondNames{c}).phase(p).height_voxnormed = height_voxnormed(idx) - HRF_local{r}.(HRF_PARAMS.CondNames{c}).phase(p).time_to_peak = time_to_peak(idx) - HRF_local{r}.(HRF_PARAMS.CondNames{c}).phase(p).time_to_peak_voxnormed = time_to_peak_voxnormed(idx) - HRF_local{r}.(HRF_PARAMS.CondNames{c}).phase(p).half_height = half_height(idx) - HRF_local{r}.(HRF_PARAMS.CondNames{c}).phase(p).half_height_voxnormed = half_height_voxnormed(idx) - end - end - end - end - display([num2str(t), ' Done in ', toc, ' with ' rois(r)]); - - end - % Save the results for this ROI - display([num2str(t), ' Done!']) - temp_HRF_fit{t} = HRF_local; - tc{t} = tc_local; -end - -% Transfer the results from the temporary cell array to the HRF structure -HRF.fit = temp_HRF_fit; -HRF.params=HRF_PARAMS; -end \ No newline at end of file diff --git a/CanlabCore/HRF_Est_Toolbox2/EstHRF_inAtlas/generateConditionTS.m b/CanlabCore/HRF_Est_Toolbox2/EstHRF_inAtlas/generateConditionTS.m deleted file mode 100644 index ab08cfba..00000000 --- a/CanlabCore/HRF_Est_Toolbox2/EstHRF_inAtlas/generateConditionTS.m +++ /dev/null @@ -1,75 +0,0 @@ -function Condition=generateConditionTS(fmri_d, conditions, onsets, durations, TR, varargin) - % Helper script to create condition vectors for hrf_fit_one_voxel() - % Michael Sun, Ph.D. - % - Takes fmri_data() object or the number of TRs in a 4D object. - % - conditions: cell-vector of cellstrings for each condition e.g., {'hot', 'warm', 'imagine'} - % - onsets: SPM-style onsets cell array in seconds from first-level model, e.g., {{1,2,3}, {4, 5, 6}, {7, 8, 9}} - % - duration: SPM-style duration cell array in seconds from first-level model, e.g., {{12, 12 ,12}, {12, 12, 12}, {12, 12, 12}} - % - % *Usage: - % :: - % Condition = generateConditionTS(image_obj, {'hot','warm','imagine'}, onsets, durations}) - % - % Note 1: Preset a SPIKES or SPIKETRAINS variable in order to toggle the - % generation of Spikes (single 1s) or Spiketrains (a train of 1s) to - % represent each event. - % - % Note 2: If there was slice-timing correction performed, then you will - % want to correct for it by adding 0.5TRs to all of your times. - - % Default to modeling single spike instead of duration of events. - if ~exist('SPIKES', 'var') && ~exist('SPIKETRAINS', 'var') - SPIKES=1; - SPIKETRAINS=0; - end - - if ~isempty(varargin) - SPIKETRAINS=1; - else - SPIKES=1; - end - - if strcmp(class(fmri_d), 'fmri_data') - n=size(fmri_d.dat,2); - elseif isnumeric(fmri_d) - n=fmri_d; - end - - - % Number of conditions - nconds = length(conditions); - - % Initialize the Condition cell array - for c = 1:nconds - Condition{c} = zeros(n,1); - end - - % Loop through each condition to process their times and update Condition - for c = 1:nconds - % Extract the times for the current condition - % current_times = eval([conditions{c} '_times{sub}{j}']); - current_times=onsets{c}/TR; - current_dur=durations{c}/TR; - - % Remove the onset times that didn't get recorded. - % Note: Add 0.5TRs to correct for slice-timing correction if needed - % current_times = ceil(current_times(current_times < n) + 0.5); - current_times = ceil(current_times(current_times < n)); - % Correct any onsets that start at 0; - if any(current_times==0) - current_times(find(current_times==0))=1; - end - - % Model events as a single impulse - if SPIKES == 1 - Condition{c}(current_times) = 1; - end - - % Model event epochs as trains of events - if SPIKETRAINS == 1 - for i = 1:numel(current_times) - Condition{c}(current_times(i):current_times(i)+(current_dur(i))) = 1; - end - end - end -end \ No newline at end of file diff --git a/CanlabCore/HRF_Est_Toolbox2/EstHRF_inAtlas/generateHRFTable.m b/CanlabCore/HRF_Est_Toolbox2/EstHRF_inAtlas/generateHRFTable.m deleted file mode 100644 index 2821271a..00000000 --- a/CanlabCore/HRF_Est_Toolbox2/EstHRF_inAtlas/generateHRFTable.m +++ /dev/null @@ -1,66 +0,0 @@ -function T=generateHRFTable(HRF) - % Generates a summary table from an HRF Structure. - % Michael Sun, Ph.D. - % - Takes HRF Structure object generated from EstimateHRF_inAtlas() - % - % *Usage: - % :: - % T=generateHRFTable(HRF_structure) - - % Pre-allocate a cell array to store the table data - tblData = cell(0, 10); % You may need to adjust the number of columns based on the data you're storing - - % Iterate through the nested loops as before - for c = 1:numel(HRF.CondNames) - for r = 1:numel(HRF.region) - for t = 1:numel(HRF.types) - - %disp(['Number of phases: ', num2str(numel(HRF.fit{t}{r}.(HRF.CondNames{c}).phases))]); - %for p = 1:numel(HRF.fit{t}{r}.(HRF.CondNames{c}).phases) - - % Define the basic information - type = HRF.types{t}; - region = HRF.region{r}; - condition = HRF.CondNames{c}; - phase_num = 0; - phase_span = [0 0]; - peaks = 0; - troughs = 0; - time_to_peak = 0; - auc = 0; - auc_voxnormed = 0; - - - if numel(HRF.fit{t}{r}.(HRF.CondNames{c}).phases) > 1 - for p = 1:numel(HRF.fit{t}{r}.(HRF.CondNames{c}).phases) - - phase_num = p; - phase_span = HRF.fit{t}{r}.(HRF.CondNames{c}).phases{p}; - - % Check for peaks and troughs - peaks = HRF.fit{t}{r}.(HRF.CondNames{c}).phase(p).peaks; - troughs = HRF.fit{t}{r}.(HRF.CondNames{c}).phase(p).troughs; - %disp(['Peaks: ', num2str(peaks), ', Troughs: ', num2str(troughs)]); - % Extract other data - time_to_peak = HRF.fit{t}{r}.(HRF.CondNames{c}).phase(p).time_to_peak; - auc = HRF.fit{t}{r}.(HRF.CondNames{c}).phase(p).auc; - auc_voxnormed = HRF.fit{t}{r}.(HRF.CondNames{c}).phase(p).auc_voxnormed; - % Append the data to the cell array - tblData = [tblData; {type, region, condition, phase_num, phase_span, peaks, troughs, time_to_peak, auc, auc_voxnormed}]; - end - else - % Append the data to the cell array - %disp(['c: ', num2str(c), ', t: ', num2str(t), ', r: ', num2str(r)]); - tblData = [tblData; {type, region, condition, phase_num, phase_span, peaks, troughs, time_to_peak, auc, auc_voxnormed}]; - - end - end - end - end - - % Convert the cell array to a table - T = cell2table(tblData, 'VariableNames', {'Type', 'Region', 'Condition', 'PhaseNum', 'PhaseSpan', 'Peaks', 'Troughs', 'TimeToPeak', 'AUC', 'AUC_VoxNormed'}); - - % Display the table - disp(T); -end \ No newline at end of file diff --git a/CanlabCore/HRF_Est_Toolbox2/EstHRF_inAtlas/hrf_fit.m b/CanlabCore/HRF_Est_Toolbox2/EstHRF_inAtlas/hrf_fit.m deleted file mode 100644 index 31b48505..00000000 --- a/CanlabCore/HRF_Est_Toolbox2/EstHRF_inAtlas/hrf_fit.m +++ /dev/null @@ -1,500 +0,0 @@ -function [params_obj, hrf_obj, params_obj_dat, hrf_obj_dat, info] = hrf_fit(SPM,T,method,mode) -% HRF estimation on fmri_data class object -% -% HRF estimation function for a single voxel; -% -% Implemented methods include: IL-model (Deterministic/Stochastic), FIR -% (Regular/Smooth), and HRF (Canonical/+ temporal/+ temporal & dispersion). -% With SPM.mat, TR, and experimental design are imported. -% -% :Inputs: -% -% **SPM** -% SPM.mat file -% -% **T** -% length of estimated HRF ij seconds -% -% **type** -% Model type: 'FIR', 'IL', or 'CHRF' -% -% **mode** -% Mode -% -% :Model Types: -% -% A. **Fit HRF using IL-function** -% Choose mode (deterministic/stochastic) -% - 0 - deterministic aproach -% - 1 - simulated annealing approach -% -% Please note that when using simulated annealing approach you -% may need to perform some tuning before use. -% -% B. **Fit HRF using FIR-model** -% Choose mode (FIR/sFIR) -% - 0 - FIR -% - 1 - smooth FIR -% -% C. **Fit Canonical HRF** -% Choose mode (FIR/sFIR) -% - 0 - FIR -% - 1 - smooth FIR -% -% .. -% Created by Michael Sun on 02/20/24 -% .. - -if isstring(SPM) || ischar(SPM) - - load(SPM); - if ~exist('SPM', 'var') - error('Passed in filepath is not an SPM.mat file.') - end - -end - -if isstruct(SPM) - fnames=unique({SPM.xY.VY.fname})'; - - parfor i=1:numel(fnames) - - if contains(fnames{i}, '/') && ispc - % PC Path conversion from Unix - if strcmp(fnames{i}(1,1:2), '\\') - d{i}=fmri_data(strrep(fnames{i}, '/', '\')); - else - d{i}=fmri_data(['\',strrep(fnames{i}, '/', '\')]); - end - - else - d{i}=fmri_data(fnames{i}); - end - end - - % Transform timeseries data into the way SPM desires. - gkwy_d=spmify(d,SPM); - - % Extract TR - TR = SPM.xY.RT; - - if isempty(T) - - if ~contains(SPM.xBF.name, 'Finite Impulse Response') - % For now, assume 'Canonical HRF' - disp('T is empty, generating T as 2 times the maximum duration for each task regressor.'); - for i = 1:numel(SPM.Sess) - T{i}=cellfun(@(cellArray) 2*ceil(max(cellArray)), {SPM.Sess(i).U.dur}); - end - else - - for i = 1:numel(SPM.Sess) - % T{i}=[SPM.xBF.order]; - % In normal SPM, the time window (length) and resolution (order) is set the same for all regressors. - % T should be in seconds, it gets converted to TRs later. - T{i}=repmat(SPM.xBF.length, size({SPM.Sess(i).U.dur})); - - % T{i}=repmat(SPM.xBF.order*TR, size({SPM.Sess(i).U.dur})); - - end - end - elseif numel(SPM.Sess)>1 && ~iscell(T) - % error('SPM structures concatenating multiple runs must have time windows passed in with a matching number of cell arrays.'); - T=repmat({T}, 1, numel(SPM.Sess)); - elseif iscell(T) && numel(SPM.Sess)~=numel(T) - error('Incompatible number of runs in SPM and in cell-array T.') - end - - % %% ONE WAY - % % run hrf_fit separately for every d - - % Tor: Better to pass in pseudoinverse matrix to speed up computation: - for i=1:numel(d) - % Reassign data. - d{i}.dat=gkwy_d{i}; - - % Extract TR - TR = SPM.xY.RT; - % - Runc=generateConditionTS(numel(SPM.Sess(i).row), [SPM.Sess(i).U.name], {SPM.Sess(i).U.ons}, {SPM.Sess(i).U.dur}, TR); - - % There's a need to pull apart the SPM design matrix for every run - % Column of regressors + covariates for each session + intercept - % X=SPM.xX.X(SPM.Sess(i).row, [SPM.Sess(i).col, SPM.xX.iB(i)]); - - % Trouble is, X is not filtered - % X=spm_filter(SPM.xX.K(i), SPM.xX.X(SPM.Sess(i).row, [SPM.Sess(i).col, SPM.xX.iB(i)])); - - % Trouble here is, task regressors may have to be re-generated for - % FIR and sFIR if the original design matrix is cHRF, so check the - % basis function - if strcmpi(method, 'FIR') && ~contains(SPM.xBF.name, 'Finite Impulse Response') - disp('Passed in SPM structure is not FIR. Reconstructing task-regressors for FIR fit'); - - len = numel(SPM.Sess(i).row); - - % Task regressors for each run can be found here: - numstim=numel(SPM.Sess(i).U); - - % Make the design matrix: - DX_all = cell(1, numstim); % Store DX matrices for each condition - tlen_all = zeros(1, numstim); % Store tlen for each condition - - for s=1:numstim - t = 1:TR:T{i}(s); - tlen_all(s) = length(t); - DX_all{s} = tor_make_deconv_mtx3(Runc(:,s), tlen_all(s), 1); - end - DX = horzcat(DX_all{:}); - - % due to horzcat, we will have multiple intercepts in this design matrix - % therefore, we'll find the intercepts, drop them, and add an intercept at the end of the matrix - intercept_idx = find(sum(DX)==len); - copyDX = DX; - copyDX(:,intercept_idx) = []; - - % Design Matrix Regressors + intercept: - DX = [copyDX ones(len,1)]; - - % Covariate Design Matrix for each session (without intercept): - NX=[SPM.Sess(i).C.C]; - - % Concatenate the Task regressors with Covariates - X=[DX, NX]; - % Filter - % X=spm_filter(SPM.xX.K(i), X); - - % filter is probably performed with spm_sp('Set', xX.K*xX.W*xX.X) - % X=spm_sp('Set', SPM.xX.K(i)*SPM.xX.W*SPM.xX.X) - - % xX.KxXs = spm_sp('Set',spm_filter(xX.K,W*xX.X)); % KWX - - % Ke says preprocess the nuisance regressors first before - % fitting the FIR, otherwise the design matrix has problematic - % VIFs between the FIR indicators and the spike regressors. - % xKNXs = spm_sp('Set',spm_filter(SPM.xX.K(i), SPM.xX.W(SPM.Sess(i).row, SPM.Sess(i).row)*NX)); % KW*Nuisance - % NX = full(xKNXs.X); - % d{i}=canlab_connectivity_preproc(d{i}, 'additional_nuisance', NX, TR,'no_plots') - % preproc_d=canlab_connectivity_preproc(d{i}, 'additional_nuisance', NX) - - % preproc_d=d{i}; - % d{i}.covariates=NX; - % d{i}=preprocess(d{i}, 'resid',1); % Residualize out noise regressors - - % sFIR - if mode == 1 - for s=1:numstim - t = 1:TR:T{i}(s); - tlen_all(s) = length(t); - end - - MRI = zeros(sum(tlen_all)+1); % adjust size based on varying tlen and intercept at end - start_idx = 1; - - for s=1:numstim - tlen = tlen_all(s); % get the tlen for this stimulus - - C = (1:tlen)'*(ones(1,tlen)); - h = sqrt(1/(7/TR)); - - v = 0.1; - sig = 1; - - R = v*exp(-h/2*(C-C').^2); - RI = inv(R); - - % Adjust the indices to account for varying tlen - end_idx = start_idx + tlen - 1; - MRI(start_idx:end_idx, start_idx:end_idx) = RI; - - start_idx = end_idx + 1; % update the starting index for next iteration - end - - % multiply a 0 penalty with NX. - cov_num = size(X,2)-size(MRI,2); % Number of nuisance covariates - pen{1} = sig^2*MRI; % Regularization Penalty Matrix - pen{2} = zeros(cov_num); % for nuisance, add no penalty - pen=blkdiag(pen{:}); - - % disp(pen) % Check what this looks like. - - % Filter everything, and then perform the pseudoinverse - xKXs = spm_sp('Set',spm_filter(SPM.xX.K(i), SPM.xX.W(SPM.Sess(i).row, SPM.Sess(i).row)*X)); % KW*Design - X = full(xKXs.X); - - PX = inv(X'*X+pen)*X'; - % PX = spm_sp('x-', X'*X+pen); % SPM's way of performing - % the pseudoinversion. Need a way to put in in SPM's xKXs - % space structure. - % PX = PX*X' - clear pen; - - else - % Filter and invert - xKXs = spm_sp('Set',spm_filter(SPM.xX.K(i), SPM.xX.W(SPM.Sess(i).row, SPM.Sess(i).row)*X)); % KW*Design - X = full(xKXs.X); - % PX = pinv(X); - PX = spm_sp('x-', xKXs); % SPM's way of performing the pseudoinversion. - % figure, imagesc(X), clim([-.01 .01]) - end - - elseif contains(method, 'CHRF') && ~contains(SPM.xBF.name, 'hrf') - % Problem here is we have onsets but no durations from a - % FIR matrix. If we use FIR - - switch method - case 'CHRF0' - p=1; - case 'CHRF1' - p=2; - case 'CHRF2' - p=3; - end - % Generate a design matrix - Run=Runc; - d = length(Run); - len = length(Run{1}); - - % Constructing the Design Matrix X: - X = zeros(len,p*d); - - [h, dh, dh2] = CanonicalBasisSet(TR); - - for j=1:d, - v = conv(Run{j},h); - X(:,(j-1)*p+1) = v(1:len); - - % Computing the first derivative - if strcmpi(method, 'CHRF1') - v = conv(Run{j},dh); - X(:,(j-1)*p+2) = v(1:len); - end - - % Computing the second derivative - if strcmpi(method, 'CHRF2') - v = conv(Run{j},dh2); - X(:,(j-1)*p+3) = v(1:len); - end - end - else - % Otherwise set X to be the filtered design matrix of that - % section. - - % If using sFIR, pre-penalize the pseudoinverted design matrix - if strcmpi(method, 'FIR') && mode==1 - - % Task regressors for each run can be found here: - numstim=numel(SPM.Sess(i).U); - - % Initialize an array to hold the length of regressors for each task - tlen_all = []; - - % Extract condition names for the session - condition_names = {SPM.Sess(i).U.name}; - - % Loop through condition names to find lengths for each task - for c = 1:length(condition_names) - condition = condition_names{c}{1}; % Adjusted for direct use without {1} - % Find indices of regressors matching this condition - condition_idx = find(contains(SPM.xX.name, ['Sn(', num2str(i), ') ', condition])); - - if ~isempty(condition_idx) - % Calculate the length of this task's block of regressors - task_length = max(condition_idx) - min(condition_idx) + 1; - % Add this length to the tlen_all array - tlen_all(end+1) = task_length; - end - end - - MRI = zeros(sum(tlen_all)+1); % adjust size based on varying tlen and intercept at end - start_idx = 1; - - for s=1:numstim - tlen = tlen_all(s); % get the tlen for this stimulus - - C = (1:tlen)'*(ones(1,tlen)); - h = sqrt(1/(7/TR)); - - v = 0.1; - sig = 1; - - R = v*exp(-h/2*(C-C').^2); - RI = inv(R); - - % Adjust the indices to account for varying tlen - end_idx = start_idx + tlen - 1; - MRI(start_idx:end_idx, start_idx:end_idx) = RI; - - start_idx = end_idx + 1; % update the starting index for next iteration - end - - % Create Penalty Matrix - cov_num = size(SPM.Sess(i).C.C, 2); - pen{1} = sig^2*MRI; % Regularization Penalty Matrix - pen{2} = zeros(cov_num); % for nuisance, add no penalty - pen=blkdiag(pen{:}); - % disp(pen) % Check what this looks like. - - % Invert - X=SPM.xX.xKXs.X(SPM.Sess(i).row, [SPM.Sess(i).col, SPM.xX.iB(i), SPM.xX.iG]); - - % Now penalize SPM's task regressors - PX = inv(X'*X+pen)*X'; - clear pen; - - else - X=SPM.xX.xKXs.X(SPM.Sess(i).row, [SPM.Sess(i).col, SPM.xX.iB(i), SPM.xX.iG]); - % Troubleshooting: - % For some reason the above differs from this: - % X=spm_filter(SPM.xX.K(i), SPM.xX.X(SPM.Sess(i).row, [SPM.Sess(i).col, SPM.xX.iB(i), SPM.xX.iG])); - % X_SPM=SPM.xX.xKXs.X(SPM.Sess(i).row, [SPM.Sess(i).col, SPM.xX.iB(i), SPM.xX.iG]); - % figure, imagesc(X_SPM), clim([-.01 .01]) - % Grab SPM's prefiltered pseudoinverse matrix - PX=SPM.xX.pKX([SPM.Sess(i).col, SPM.xX.iB(i), SPM.xX.iG], SPM.Sess(i).row); - - end - - - end - - % ~ 40 min - % [params_obj{i}, hrf_obj{i}, params_obj_dat{i}, hrf_obj_dat{i}] = hrf_fit(d{i},TR,Runc,T{i},method,mode,X); - % The reason this takes so long is because of the pseudoinversion - % of the design matrix. If we have access to the SPM design matrix, - % we should pass in both DX and its inversion. - - [params_obj{i}, hrf_obj{i}, params_obj_dat{i}, hrf_obj_dat{i}] = hrf_fit(d{i},TR,Runc,T{i},method,mode,X, 'invertedDX', PX); - - - % Test - - % [params_obj1{i}, hrf_obj1{i}, params_obj_dat1{i}, hrf_obj_dat1{i}] = hrf_fit(d{i},TR,Runc,T{i},method,mode,X); - % - % [params_obj2{i}, hrf_obj2{i}, params_obj_dat2{i}, hrf_obj_dat2{i}] = hrf_fit(d{i},TR,Runc,T{i},method,mode,X_SPM); - % - % [params_obj3{i}, hrf_obj3{i}, params_obj_dat3{i}, hrf_obj_dat3{i}] = hrf_fit(d{i},TR,Runc,T{i},method,mode,X_SPM); - % - % [params_obj4{i}, hrf_obj4{i}, params_obj_dat4{i}, hrf_obj_dat4{i}] = hrf_fit(d{i},TR,Runc,T{i},method,1,X_SPM); - - info{i}.X=X; - info{i}.names=[SPM.Sess(i).U.name]'; - - % Testing - % Assuming i is defined, and your variables d, TR, Runc, T, method, mode, X, and X_SPM are initialized - - % Start or get the current parallel pool - % pool = gcp(); - % - % % Asynchronously call hrf_fit with the first set of arguments - % future1 = parfeval(pool, @hrf_fit, 4, d{i}, TR, Runc, T{i}, method, mode, X); - % - % % Asynchronously call hrf_fit with the second set of arguments - % future2 = parfeval(pool, @hrf_fit, 4, d{i}, TR, Runc, T{i}, method, mode, X_SPM); - % - % % Wait for the first job to finish and collect its results - % [params_obj1{i}, hrf_obj1{i}, params_obj_dat1{i}, hrf_obj_dat1{i}] = fetchOutputs(future1); - % - % % Wait for the second job to finish and collect its results - % [params_obj2{i}, hrf_obj2{i}, params_obj_dat2{i}, hrf_obj_dat2{i}] = fetchOutputs(future2); - - end - % Possibly need to drop null regressors? No - - - % betas = filenames(fullfile(pwd, 'data', 'sub-SID000743', '*heat_start*', '*ses-12*bodymap_run*.nii')); - % apply_nps([betas(3), betas(4), betas(2), betas(1)]) - % - % % Bug testing - % nps_test_cHRF={apply_nps(hrf_obj_dat3{1}), apply_nps(hrf_obj_dat3{2}), apply_nps(hrf_obj_dat3{3}), apply_nps(hrf_obj_dat3{4})} - % nps_test_FIR={apply_nps(hrf_obj_dat1{1}), apply_nps(hrf_obj_dat1{2}), apply_nps(hrf_obj_dat1{3}), apply_nps(hrf_obj_dat1{4})} - % nps_test_sFIR={apply_nps(hrf_obj_dat2{1}), apply_nps(hrf_obj_dat2{2}), apply_nps(hrf_obj_dat2{3}), apply_nps(hrf_obj_dat2{4})} - % - % figure - % plot([nps_test_FIR{1}{4}], 'r--'), hold on - % plot([nps_test_FIR{2}{4}], 'g--'), hold on - % plot([nps_test_FIR{3}{4}], 'b--'), hold on - % plot([nps_test_FIR{4}{1}], 'm--'), hold on - % - % plot([nps_test_FIR{1}{4}, nps_test_FIR{2}{4},nps_test_FIR{3}{4},nps_test_FIR{4}{1}]), hold on - % - % plot([nps_test_sFIR{1}{4}], 'r-'), hold on - % plot([nps_test_sFIR{2}{4}], 'g-'), hold on - % plot([nps_test_sFIR{3}{4}], 'b-'), hold on - % plot([nps_test_sFIR{4}{1}], 'm-'), hold on - % - % plot([nps_test_sFIR{1}{4}, nps_test_sFIR{2}{4},nps_test_sFIR{3}{4},nps_test_sFIR{4}{1}]), hold on - % - % hline(0,'k-') - % legend({'run1', 'run2', 'run3'}) - % legend({'run1', 'run2', 'run3', 'run4'}) - % - % % compare with betas - % - % % Check out what d looks like - % nps_d=apply_nps(d) - % plot([nps_d{:}]) - % - % % Checkout what spmify did - % figure - % nps_gkwyd=apply_nps(gkwy_data) - % plot([nps_gkwyd{:}]) - % - % % Plot to compare - % plot([nps_d{:}]), hold on - % plot([nps_gkwyd{:}]), hold on - % - % plot([nps_d{1}]), hold on - % plot([nps_gkwyd{1}]), hold on - % legend({'pre', 'post'}) - % - % plot([nps_d{2}]), hold on - % plot([nps_gkwyd{2}]), hold on - % legend({'pre', 'post'}) - % - % plot([nps_d{3}]), hold on - % plot([nps_gkwyd{3}]), hold on - % legend({'pre', 'post'}) - % - % plot([nps_d{4}]), hold on - % plot([nps_gkwyd{4}]), hold on - % legend({'pre', 'post'}) - % - - - - - - - -end - -end - - -%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% -% -% Subfunctions -% -%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% - -function [h, dh, dh2] = CanonicalBasisSet(TR) - -len = round(30/TR); -xBF.dt = TR; -xBF.length= len; -xBF.name = 'hrf (with time and dispersion derivatives)'; -xBF = spm_get_bf(xBF); - -v1 = xBF.bf(1:len,1); -v2 = xBF.bf(1:len,2); -v3 = xBF.bf(1:len,3); - -h = v1; -dh = v2 - (v2'*v1/norm(v1)^2).*v1; -dh2 = v3 - (v3'*v1/norm(v1)^2).*v1 - (v3'*dh/norm(dh)^2).*dh; - -h = h./max(h); -dh = dh./max(dh); -dh2 = dh2./max(dh2); - -end \ No newline at end of file diff --git a/CanlabCore/HRF_Est_Toolbox2/EstHRF_inAtlas/makeHRFstruct.m b/CanlabCore/HRF_Est_Toolbox2/EstHRF_inAtlas/makeHRFstruct.m deleted file mode 100644 index b3193530..00000000 --- a/CanlabCore/HRF_Est_Toolbox2/EstHRF_inAtlas/makeHRFstruct.m +++ /dev/null @@ -1,81 +0,0 @@ -function HRF_struct = makeHRFstruct(HRF_OBJ, CondNames, varargin) - - isSigFound = false; - isAtlasFound = false; - isRegsFound = false; - r = []; - s = []; - - if isa(HRF_OBJ, 'fmri_data') - HRF_OBJ={HRF_OBJ}; - end - - % Initialize the parallel pool if it's not already running - % if isempty(gcp('nocreate')) - % parpool; - % end - - for k = 1:length(varargin) - if strcmpi(varargin{k}, 'atlas') - if isa(varargin{k+1}, 'atlas') - at=varargin{k+1}; - else - error('Passed in atlas not an atlas.'); - end - - isAtlasFound = true; - end - - if strcmpi(varargin{k}, 'regions') - if isAtlasFound - if ischar(varargin{k+1}) - r={varargin{k+1}}; - isRegsFound = true; - elseif iscell(varargin{k+1}) - r=varargin{k+1}; - isRegsFound = true; - end - else - error('Cannot extract HRF of regions without atlas') - end - end - - if isAtlasFound && ~isRegsFound - % Extract all atlas regions. - r=at.labels; - end - - if strcmpi(varargin{k}, 'sig') % Expected input: 'nps', 'siips', or 'all' - if ischar(varargin{k+1}) - s={varargin{k+1}}; - isSigFound = true; - elseif iscell(varargin{k+1}) - s=varargin{k+1}; - isSigFound = true; - else - error(['Input argument for sig is unknown.']); - end - - end - end - - % ROIs will consist of regions and signatures - rois = [r, s]; - - CondNames=matlab.lang.makeValidName(CondNames); - - - - HRF=extractHRF(HRF_OBJ, CondNames, varargin{:}); - - HRF_struct=struct; - - if isAtlasFound - HRF_struct.atlas=at; - end - - HRF_struct.region=rois; - HRF_struct.CondNames=CondNames; - HRF_struct.fit=HRF; - -end \ No newline at end of file diff --git a/CanlabCore/HRF_Est_Toolbox2/EstHRF_inAtlas/plotHRF.m b/CanlabCore/HRF_Est_Toolbox2/EstHRF_inAtlas/plotHRF.m deleted file mode 100644 index 896fbc4d..00000000 --- a/CanlabCore/HRF_Est_Toolbox2/EstHRF_inAtlas/plotHRF.m +++ /dev/null @@ -1,495 +0,0 @@ -function [model, models]=plotHRF(HRF, varargin) - % Generates a plot from an HRF Structure given a specified fit type and a region name. - % Michael Sun, Ph.D. - % - Takes HRF Structure object generated from EstimateHRF_inAtlas() - % - d is for selecting which data to plot, default is to aggregate them - % all. Putting a vector plots each file separately in order e.g., [1 2 3] - % - 'fit', t is a cellstring for fit type e.g., 'FIR', 'sFIR', 'IL', 'CHRF0', 'CHRF1', 'CHRF2' - % - 'conditions', c is a cellstring for condition names or stems to plot e.g., {'*hot*, *warm*'} - % - 'regions', r is a cellstring for region label from atlas.labels. e.g., 'ACC', or a cell-array of regions to compare relative to each other e.g., {'ACC', 'DLPFC'} - % - % *Usage: - % :: - % plotHRF(HRF_structure, 'FIR', 'CA2_Hippocampus_') - - % Check if the specified region 'r' and type 't' exist in HRF - % Requires the MATlab Signal Processing Toolbox to run - % detectPeaksandTroughs() - - % Flags to keep track of whether a cell array or atlas object is found - % isCellArrayFound = false; - - isAtlasFound = false; - isRegsFound = false; - isCondFound = false; - isFitFound = false; - - r=[]; - - - - % Get the list of conditions from HRF_PARAMS - conds = HRF.CondNames; - - for k = 1:length(varargin) - if strcmpi(varargin{k}, 'atlas') - if isa(varargin{k+1}, 'atlas') - at=varargin{k+1}; - else - error('Passed in atlas not an atlas.'); - end - isAtlasFound = true; - end - - if strcmpi(varargin{k}, 'regions') - if ischar(varargin{k+1}) - r=varargin{k+1}; - % Find the indices of the specified region and type - reg = find(ismember(HRF.region, r)); - - if ~ismember(r, HRF.region) - error('Invalid region specified.'); - end - - elseif iscell(varargin{k+1}) - r=varargin{k+1}; - isRegsFound = true; - end - - end - - if strcmpi(varargin{k}, 'conditions') - if ischar(varargin{k+1}) - conds=varargin{k+1}; - - if ~ismember(conds, HRF.CondNames) - error('Invalid condition specified.'); - end - - elseif iscell(varargin{k+1}) - conds=varargin{k+1}; - isCondFound = true; - else - disp(['Input argument for condition unknown.']); - end - - end - - if strcmpi(varargin{k}, 'fit') - if ischar(varargin{k+1}) - t=varargin{k+1}; - typ = find(ismember(HRF.types, t)); - disp(['Plotting ', t]) - - if ~ismember(t, HRF.types) - error('Invalid fit-type specified.'); - else - isFitFound = true; - end - elseif iscell(varargin{k+1}) - %% FIX THIS PART - t=varargin{k+1}; - isFitFound = true; - else - disp(['Input argument for fit-type unknown.']); - end - - end - end - - if isAtlasFound == false - at=HRF.atlas; - end - - if isRegsFound == false - reg=1:numel(HRF.region); - end - - if isCondFound == false - c=HRF.CondNames; - end - - if isFitFound == false - % Default to the first fit-type; - typ=1; - end - - - % end - % - % if isempty(r) && ~isCellArrayFound - % r=HRF.region; - % end - - - - % disp(reg) - % disp(typ) - - - % % Initialize a cell array to store the model matrices - % array3D = cell(1, length(conds)); - % - % % Populate the cell array with model matrices for each condition - % for c = 1:numel(conds) - % for i = 1:numel(r) - % if isfield(HRF.fit{typ}{i}, conds{f}) && isfield(HRF.fit{typ}{i}.(conds{f}), 'model') - % array3D{c}{i} = HRF.fit{typ}{i}.(conds{f}).model; - % else - % error('Model data not found for condition: %s', conds{f}); - % end - % end - % end - % - % % Check if any model matrices were found - % if all(cellfun(@isempty, array3D)) - % error('No model data found for the specified type and region.'); - % end - % - % % Concatenate the model matrices along the third dimension - % array3D = cat(3, array3D{:}); - - % Initialize color map and legend entries - % colors = jet(numel(conds)); - - colors = cbrewer2('qual', 'Accent', numel(reg)+1); - if numel(reg)>=4 - colors(4,:)=[]; % Remove yellow, too hard to see - end - model={}; - models={}; - - % Create a figure - figure; - - % Loop through each condition and plot - for cond = 1:numel(conds) - subplot(numel(conds), 1, cond); - - fieldname=fieldnames(HRF.fit{typ}{1}); - fld=char(fieldname(find(contains(fieldname, conds{cond})))); - - if numel(reg)==1 - model=HRF.fit{typ}{reg}.(conds{cond}).model; - - - % plot(HRF.fit{typ}{reg}.(conds{cond}).model, '-') - - % detectPeaksTroughs(squeeze(array3D(:, :, cond))', true); - detectPeaksTroughs(HRF.fit{typ}{reg}.(conds{cond}).model', true); - hold on; - - % Plot Standard Error if possible - try - se=HRF.fit{typ}{reg}.(conds{cond}).wse; - % Plot error shade: - x = 1:length(model); - upper_bound = model + se; - lower_bound = model - se; - % Create x values for fill (concatenate forward and reverse x values) - x_fill = [x, fliplr(x)]; - % Create y values for fill (concatenate upper_bound and reverse of lower_bound) - y_fill = [upper_bound, fliplr(lower_bound)]; - fill_color = [0.7, 0.7, 0.7]; % Change to desired color - fill_alpha = 0.3; % Transparency, change to desired value - fill(x_fill, y_fill, fill_color, 'FaceAlpha', fill_alpha, 'EdgeColor', 'none'); - hold on; - catch - - end - - hline(0); - - - if isfield(HRF.fit{typ}{reg}, conds{cond}) && isfield(HRF.fit{typ}{reg}.(fld), 'models') - models=HRF.fit{typ}{reg}.(conds{cond}).models; - - % Plot all underlying sublines - % for m = 1:height(HRF.fit{typ}{reg}.(conds{cond}).models) - % - % plot(HRF.fit{typ}{reg}.(conds{cond}).models(m,:), '-', 'Color', [0.9,0.9,0.9,0.2], 'LineWidth', 0.2); - % hold on; - % end - - end - - region=format_strings_for_legend(r(1)); - region=region{1}; - title({['Condition ', conds{cond}, ' Fit-type: ', strjoin(HRF.types(typ)), ' Regions: ', strjoin(HRF.region(reg))], ['Error: ', 'within-subject SE']}, 'Interpreter', 'none'); - - - else - h=[]; % Linehandles for legend and labels - for i = reg - [~, regionVoxNum, ~, ~]=at.select_atlas_subset(reg(i), 'exact').get_region_volumes; - if isfield(HRF.fit{typ}{i}, fld) && isfield(HRF.fit{typ}{i}.(fld), 'models') - models{i}=HRF.fit{typ}{i}.(fld).models/regionVoxNum; - end - - - - model{i}=HRF.fit{typ}{reg(i)}.(fld).model/regionVoxNum; - - % Plot Standard Error if possible - try - se{i}=HRF.fit{typ}{reg(i)}.(fld).wse/regionVoxNum; - - % Plot error shade: - x = 1:length(model{i}); - upper_bound = model{i} + se{i}; - lower_bound = model{i} - se{i}; - % Create x values for fill (concatenate forward and reverse x values) - x_fill = [x, fliplr(x)]; - % Create y values for fill (concatenate upper_bound and reverse of lower_bound) - y_fill = [upper_bound, fliplr(lower_bound)]; - fill_color = colors(i,:); % Change to desired color - fill_alpha = 0.3; % Transparency, change to desired value - fill(x_fill, y_fill, fill_color, 'FaceAlpha', fill_alpha, 'EdgeColor', 'none'); - hold on; - catch - - end - - h(i)=plot(HRF.fit{typ}{reg(i)}.(fld).model/regionVoxNum, '-', 'Color', colors(i,:), 'DisplayName', char(format_strings_for_legend(HRF.region(i)))); - hline(0); - title({['Condition ', conds{cond}, ' Fit-type: ', strjoin(HRF.types(typ)), ' Regions: ', strjoin(HRF.region(reg))], ['Error: ', 'within-subject SE']}, 'Interpreter', 'none'); - - label(h(end), format_strings_for_legend(HRF.region(i)), 'location', 'left', 'FontWeight', 'bold', 'Margin', 3, 'HorizontalAlignment', 'right', 'FontSize', 14); - label(h(end), format_strings_for_legend(HRF.region(i)), 'location', 'right', 'FontWeight', 'bold', 'Margin', 3, 'HorizontalAlignment', 'right', 'FontSize', 14); - label(h(end), format_strings_for_legend(HRF.region(i)), 'location', 'center', 'FontWeight', 'bold', 'Margin', 3, 'HorizontalAlignment', 'right', 'FontSize', 14); - label(h(end), format_strings_for_legend(HRF.region(i)), 'location', 'top', 'FontWeight', 'bold', 'Margin', 3, 'HorizontalAlignment', 'right', 'FontSize', 14); - - hold on; - end - % region_labels = format_strings_for_legend(r); - % legend(region_labels); - legend(h, format_strings_for_legend(HRF.region(reg))); - end - end - - -end - - - - - - -function plotRegionalHrfSummaries(HRF, regs) - % data: Cell array with the data to be processed - % conditions: Cell array with condition names - % signalNames: Cell array with signal names - % specificRegions: Cell array with specific regions for each signal and condition - - % Get specific regions for this signal and condition - regs = getSpecificRegions(specificRegions, i, c); - - regs=HRF.region; - - % regs={'ACC'}; - % Generate a set of maximally different colors - colormap('jet'); % Set colormap to parula - colors = colormap; % Get the colormap matrix - % - % % Select maximally different colors - nColors = numel(regs); - indices = round(linspace(1, size(colors, 1), nColors)); - maxDifferentColors = colors(indices, :); - - % plot time-to-peak, height, width, start_time, and end_time of every - % peaks_voxnormed and trough_voxnormed for a region - - create_figure(['Regional HRF summaries for ', HRF.CondNames{c}]); - for c = 1:numel(HRF.CondNames) - - - handles = []; - subplot(2, 2, c) - - for r=1:numel(regs) - - - % if c==3 - % - % % mean time-to-peak - % meant=[mean(dat{i}(dat{i}.condition==[conds{c},'-cue'] & dat{i}.region==regs{r}, :).t), ... - % mean(dat{i}(dat{i}.condition==conds{c} & dat{i}.region==regs{r}, :).t)+20]; - % - % % standard error time-to-peak - % stet=[std(dat{i}(dat{i}.condition==[conds{c}, '-cue'] & dat{i}.region==regs{r}, :).t)/sqrt(numel(dat{i}(dat{i}.condition==conds{c} & dat{i}.region==regs{r}, :).t)), ... - % std(dat{i}(dat{i}.condition==conds{c} & dat{i}.region==regs{r}, :).t)/sqrt(numel(dat{i}(dat{i}.condition==conds{c} & dat{i}.region==regs{r}, :).t))]; - % - % % mean height - % meanh=[mean(dat{i}(dat{i}.condition==[conds{c},'-cue'] & dat{i}.region==regs{r}, :).h), ... - % mean(dat{i}(dat{i}.condition==conds{c} & dat{i}.region==regs{r}, :).h)]; - % % height standard error - % steh=[std(dat{i}(dat{i}.condition==[conds{c},'-cue'] & dat{i}.region==regs{r}, :).h)/sqrt(numel(dat{i}(dat{i}.condition==[conds{c},'-cue'] & dat{i}.region==regs{r}, :).h)), ... - % std(dat{i}(dat{i}.condition==conds{c} & dat{i}.region==regs{r}, :).h)/sqrt(numel(dat{i}(dat{i}.condition==conds{c} & dat{i}.region==regs{r}, :).h))]; - % - % % minimum width - % minw=meant-[mean(dat{i}(dat{i}.condition==[conds{c},'-cue'] & dat{i}.region==regs{r}, :).w_times(:,1)), mean(dat{i}(dat{i}.condition==conds{c} & dat{i}.region==regs{r}, :).w_times(:,1))+20]; - % % maximum width - % maxw=[mean(dat{i}(dat{i}.condition==[conds{c},'-cue'] & dat{i}.region==regs{r}, :).w_times(:,2)), mean(dat{i}(dat{i}.condition==conds{c} & dat{i}.region==regs{r}, :).w_times(:,2))+20]-meant; - % - % handles(end+1)=errorbar(meant, meanh, steh, steh, stet, stet, 'o-', 'Color', maxDifferentColors(r,:)); - % - % % Calculate the position and size of the rectangle - % rectX = meant(1) - minw(1); % left boundary of the rectangle - % rectY = meanh(1) - max(steh(1)); % bottom boundary of the rectangle - % rectWidth = (meant(1)+maxw(1))-(meant(1)-minw(1)); % width of the rectangle - % rectHeight = 2*steh(1); % height of the rectangle - % - % % Draw the rectangle - % % rectangle('Position', [rectX, rectY, rectWidth, rectHeight], 'FaceColor', colors(r,:), 'LineWidth', 1); - % patch([rectX, rectX+rectWidth, rectX+rectWidth, rectX], [rectY, rectY, rectY+rectHeight, rectY+rectHeight], maxDifferentColors(r,:), 'FaceAlpha', 0.2); - % - % % Calculate the position and size of the rectangle - % rectX = meant(2) - minw(2); % left boundary of the rectangle - % rectY = meanh(2) - max(steh(2)); % bottom boundary of the rectangle - % rectWidth = (meant(2)+maxw(2))-(meant(2)-minw(2)); % width of the rectangle - % rectHeight = 2*steh(2); % height of the rectangle - % - % % Draw the rectangle - % % rectangle('Position', [rectX, rectY, rectWidth, rectHeight], 'EdgeColor', 'r', 'LineWidth', 1); - % patch([rectX, rectX+rectWidth, rectX+rectWidth, rectX], [rectY, rectY, rectY+rectHeight, rectY+rectHeight], maxDifferentColors(r,:), 'FaceAlpha', 0.2); - % - % label(handles(end), format_strings_for_legend(regs{r}), 'location', 'right', 'FontWeight', 'bold', 'Margin', 3, 'HorizontalAlignment', 'right', 'FontSize', 14); - % label(handles(end), format_strings_for_legend(regs{r}), 'location', 'left', 'FontWeight', 'bold', 'Margin', 3, 'HorizontalAlignment', 'right', 'FontSize', 14); - % % label(handles(end), format_strings_for_legend(regs{r}), 'location', 'right', 'slope', 'FontWeight', 'bold', 'Margin', 3, 'HorizontalAlignment', 'right', 'FontSize', 14); - % % label(handles(end), format_strings_for_legend(regs{r}), 'location', 'top', 'slope', 'FontWeight', 'bold', 'Margin', 3, 'HorizontalAlignment', 'right', 'FontSize', 14); - % % label(handles(end), format_strings_for_legend(regs{r}), 'location', 'bottom', 'slope', 'FontWeight', 'bold', 'Margin', 3, 'HorizontalAlignment', 'right', 'FontSize', 14); - % - % - % else - % mean time-to-peak - - meant=[]; - meanh=[]; - minw=[]; - maxw=[]; - - for p=1:numel(HRF.fit{1}{r}.(HRF.CondNames{c}).peaks_voxnormed) - - % meant=mean(dat{i}(dat{i}.condition==conds{c} & dat{i}.region==regs{r}, :).t); - meant=[meant, HRF.fit{1}{r}.(HRF.CondNames{c}).peaks_voxnormed(p).time_to_peak]; - - % standard error time-to-peak - % stet=std(dat{i}(dat{i}.condition==conds{c} & dat{i}.region==regs{r}, :).t)/sqrt(numel(dat{i}(dat{i}.condition==conds{c} & dat{i}.region==regs{r}, :).t)); - - % mean height - % meanh=mean(dat{i}(dat{i}.condition==conds{c} & dat{i}.region==regs{r}, :).h); - meanh=[meanh, HRF.fit{1}{r}.(HRF.CondNames{c}).peaks_voxnormed(p).height]; - - % height standard error - % steh=std(dat{i}(dat{i}.condition==conds{c} & dat{i}.region==regs{r}, :).h)/sqrt(numel(dat{i}(dat{i}.condition==conds{c} & dat{i}.region==regs{r}, :).h)); - - % minimum width - % minw=meant-mean(dat{i}(dat{i}.condition==conds{c} & dat{i}.region==regs{r}, :).w_times(:,1)); - % maximum width - % maxw=mean(dat{i}(dat{i}.condition==conds{c} & dat{i}.region==regs{r}, :).w_times(:,2))-meant; - - minw=[minw, HRF.fit{1}{r}.(HRF.CondNames{c}).peaks_voxnormed(p).start_time]; - maxw=[maxw, HRF.fit{1}{r}.(HRF.CondNames{c}).peaks_voxnormed(p).end_time]; - - end - - for t=1:numel(HRF.fit{1}{r}.(HRF.CondNames{c}).troughs_voxnormed) - - % meant=mean(dat{i}(dat{i}.condition==conds{c} & dat{i}.region==regs{r}, :).t); - meant=[meant, HRF.fit{1}{r}.(HRF.CondNames{c}).troughs_voxnormed(t).time_to_peak]; - - % standard error time-to-peak - % stet=std(dat{i}(dat{i}.condition==conds{c} & dat{i}.region==regs{r}, :).t)/sqrt(numel(dat{i}(dat{i}.condition==conds{c} & dat{i}.region==regs{r}, :).t)); - - % mean height - % meanh=mean(dat{i}(dat{i}.condition==conds{c} & dat{i}.region==regs{r}, :).h); - meanh=[meanh, HRF.fit{1}{r}.(HRF.CondNames{c}).troughs_voxnormed(t).height]; - - % height standard error - % steh=std(dat{i}(dat{i}.condition==conds{c} & dat{i}.region==regs{r}, :).h)/sqrt(numel(dat{i}(dat{i}.condition==conds{c} & dat{i}.region==regs{r}, :).h)); - - % minimum width - % minw=meant-mean(dat{i}(dat{i}.condition==conds{c} & dat{i}.region==regs{r}, :).w_times(:,1)); - % maximum width - % maxw=mean(dat{i}(dat{i}.condition==conds{c} & dat{i}.region==regs{r}, :).w_times(:,2))-meant; - - minw=[minw, HRF.fit{1}{r}.(HRF.CondNames{c}).troughs_voxnormed(t).start_time]; - maxw=[maxw, HRF.fit{1}{r}.(HRF.CondNames{c}).troughs_voxnormed(t).end_time]; - - end - - % handles(end+1)=errorbar(meant, meanh, steh, steh, stet, stet, 'o', 'Color', maxDifferentColors(r,:)); - [~,vox,~,~]=get_region_volumes(at); - vox=vox(r); - se=barplot_get_within_ste(HRF.fit{1}{r}.(HRF.CondNames{c}).models); - se=se/vox; - - se=repmat(se, 1, numel(meant)); - - handles=[handles, errorbar(meant, meanh, se, se, repmat(0, 1, numel(meant)), repmat(0, 1, numel(meant)), 'o-', 'Color', maxDifferentColors(r,:))]; - - if numel(meant) > 1 - label(handles(end), format_strings_for_legend(regs{r}), 'location', 'left', 'FontWeight', 'bold', 'Margin', 3, 'HorizontalAlignment', 'right', 'FontSize', 14); - label(handles(end), format_strings_for_legend(regs{r}), 'location', 'right', 'FontWeight', 'bold', 'Margin', 3, 'HorizontalAlignment', 'right', 'FontSize', 14); - else - label(handles(end), format_strings_for_legend(regs{r}), 'location', 'right', 'FontWeight', 'bold', 'Margin', 3, 'HorizontalAlignment', 'right', 'FontSize', 14); - end - - % % Calculate the position and size of the rectangle - % rectX = meant - minw; % left boundary of the rectangle - % % rectY = meanh - max(steh); % bottom boundary of the rectangle - % rectY = meanh - meanh/10; % placeholder for now - % rectWidth = (meant+maxw)-(meant-minw); % width of the rectangle - % % rectHeight = 2*steh; % height of the rectangle - % rectHeight = 2*(meanh/10); % placeholder for now - % - % patch([rectX, rectX+rectWidth, rectX+rectWidth, rectX], [rectY, rectY, rectY+rectHeight, rectY+rectHeight], maxDifferentColors(r,:), 'FaceAlpha', 0.2); - - - % end - - hold on - end - - hold off - - xlim([0,45]); - - hlin=refline(0,0); - hlin.Color='k'; - - vline(13/0.46, 'r--'); - - legend(handles, format_strings_for_legend(regs), 'Location', 'best'); - ylabel('Similarity Amplitude') - xticks([0:5:45]) - xticklabels([0:5:45]*0.46) - xlabel('Time to Peak (seconds)'); - % title({[signames{i}, ' Condition: ', conds{c}], 'HRF Summary Statistics', 'With Standard Errors, Stimulus offset is demarcated'}) - title({['Condition: ', HRF.CondNames{c}], 'HRF Summary Statistics', 'With Standard Errors, Stimulus offset is demarcated'}) - - end -end - -function regs = getSpecificRegions(specificRegions, signalIdx, conditionIdx) - % Extract and/or calculate the specific regions for the given signal and condition. - % specificRegions: Cell array defining specific regions for each signal and condition - % signalIdx: Index of the current signal - % conditionIdx: Index of the current condition - - % Example logic - adapt as per your actual requirements - regs = specificRegions{signalIdx, conditionIdx}; -end - - -% -% barplot_columns() -% -% model3d=cat(3, WASABIROIs_HRF_3.fit{1}{1}.hot.models, WASABIROIs_HRF_3.fit{1}{1}.warm.models, WASABIROIs_HRF_3.fit{1}{1}.imagine.models) -% -% [se_within, stats]=barplot_get_within_ste(WASABIROIs_HRF_3.fit{1}{1}.hot.models) - - - - - diff --git a/CanlabCore/HRF_Est_Toolbox2/EstHRF_inAtlas/plotRegionalHrfSummaries.m b/CanlabCore/HRF_Est_Toolbox2/EstHRF_inAtlas/plotRegionalHrfSummaries.m deleted file mode 100644 index f48fa883..00000000 --- a/CanlabCore/HRF_Est_Toolbox2/EstHRF_inAtlas/plotRegionalHrfSummaries.m +++ /dev/null @@ -1,201 +0,0 @@ -function plotRegionalHrfSummaries(HRF, at, varargin) - % data: Cell array with the data to be processed - % conditions: Cell array with condition names - % signalNames: Cell array with signal names - % specificRegions: Cell array with specific regions for each signal and condition - - % Get specific regions for this signal and condition - % regs = getSpecificRegions(specificRegions, i, c); - - % regs = getSpecificRegions(regs, i, c); - - if numel(varargin)>0 - if iscell(varargin{1}) - regs=varargin{1}; - else - regs=HRF.region; - end - else - regs=HRF.region; - end - - % regs={'ACC'}; - % Generate a set of maximally different colors - % colormap('jet'); % Set colormap to parula - % colors = colormap; % Get the colormap matrix - - % Get the colors - colors = cbrewer2('qual', 'Accent', numel(regs)+3); - - % Define a threshold to identify yellow colors (you may need to adjust this) - yellowThreshold = 0.8; - - % Identify the rows in 'colors' that correspond to yellow shades - yellowRows = all(colors(:,1:2) > yellowThreshold, 2); - - % Remove the yellow colors - colors(yellowRows, :) = []; - - % - % % Select maximally different colors - nColors = numel(regs); - indices = round(linspace(1, size(colors, 1), nColors)); - maxDifferentColors = colors(indices, :); - - % plot time-to-peak, height, width, start_time, and end_time of every - % peaks_voxnormed and trough_voxnormed for a region - - % create_figure(['Regional HRF summaries for ', HRF.params.CondNames{c}]); - figure; - for c = 1:numel(HRF.params.CondNames) - - - handles = []; - subplot(2, 2, c) - - for r=1:numel(regs) - - meant=[]; - meanh=[]; - minw=[]; - maxw=[]; - - for p=1:numel(HRF.fit{1}{r}.(HRF.params.CondNames{c}).peaks_voxnormed) - - % meant=mean(dat{i}(dat{i}.condition==conds{c} & dat{i}.region==regs{r}, :).t); - meant=[meant, HRF.fit{1}{r}.(HRF.params.CondNames{c}).peaks_voxnormed(p).time_to_peak]; - - % standard error time-to-peak - % stet=std(dat{i}(dat{i}.condition==conds{c} & dat{i}.region==regs{r}, :).t)/sqrt(numel(dat{i}(dat{i}.condition==conds{c} & dat{i}.region==regs{r}, :).t)); - - % mean height - % meanh=mean(dat{i}(dat{i}.condition==conds{c} & dat{i}.region==regs{r}, :).h); - meanh=[meanh, HRF.fit{1}{r}.(HRF.params.CondNames{c}).peaks_voxnormed(p).height]; - - % height standard error - % steh=std(dat{i}(dat{i}.condition==conds{c} & dat{i}.region==regs{r}, :).h)/sqrt(numel(dat{i}(dat{i}.condition==conds{c} & dat{i}.region==regs{r}, :).h)); - - % minimum width - % minw=meant-mean(dat{i}(dat{i}.condition==conds{c} & dat{i}.region==regs{r}, :).w_times(:,1)); - % maximum width - % maxw=mean(dat{i}(dat{i}.condition==conds{c} & dat{i}.region==regs{r}, :).w_times(:,2))-meant; - - minw=[minw, HRF.fit{1}{r}.(HRF.params.CondNames{c}).peaks_voxnormed(p).start_time]; - maxw=[maxw, HRF.fit{1}{r}.(HRF.params.CondNames{c}).peaks_voxnormed(p).end_time]; - - end - - for t=1:numel(HRF.fit{1}{r}.(HRF.params.CondNames{c}).troughs_voxnormed) - - % meant=mean(dat{i}(dat{i}.condition==conds{c} & dat{i}.region==regs{r}, :).t); - meant=[meant, HRF.fit{1}{r}.(HRF.params.CondNames{c}).troughs_voxnormed(t).time_to_peak]; - - % standard error time-to-peak - % stet=std(dat{i}(dat{i}.condition==conds{c} & dat{i}.region==regs{r}, :).t)/sqrt(numel(dat{i}(dat{i}.condition==conds{c} & dat{i}.region==regs{r}, :).t)); - - % mean height - % meanh=mean(dat{i}(dat{i}.condition==conds{c} & dat{i}.region==regs{r}, :).h); - meanh=[meanh, HRF.fit{1}{r}.(HRF.params.CondNames{c}).troughs_voxnormed(t).height]; - - % height standard error - % steh=std(dat{i}(dat{i}.condition==conds{c} & dat{i}.region==regs{r}, :).h)/sqrt(numel(dat{i}(dat{i}.condition==conds{c} & dat{i}.region==regs{r}, :).h)); - - % minimum width - % minw=meant-mean(dat{i}(dat{i}.condition==conds{c} & dat{i}.region==regs{r}, :).w_times(:,1)); - % maximum width - % maxw=mean(dat{i}(dat{i}.condition==conds{c} & dat{i}.region==regs{r}, :).w_times(:,2))-meant; - - minw=[minw, HRF.fit{1}{r}.(HRF.params.CondNames{c}).troughs_voxnormed(t).start_time]; - maxw=[maxw, HRF.fit{1}{r}.(HRF.params.CondNames{c}).troughs_voxnormed(t).end_time]; - - end - - % handles(end+1)=errorbar(meant, meanh, steh, steh, stet, stet, 'o', 'Color', maxDifferentColors(r,:)); - [~,vox,~,~]=at.select_atlas_subset(regs(r), 'exact').get_region_volumes; - % vox=vox(r); - se=barplot_get_within_ste(HRF.fit{1}{r}.(HRF.params.CondNames{c}).models); - se=se/vox; - - se=repmat(se, 1, numel(meant)); - - % Sort and plot - - % Combine the data into a single matrix for sorting - data = [meant', meanh', minw', maxw', se']; - - % Sort the data based on meant values (1st column) - sortedData = sortrows(data, 1); - - % Extract the sorted data - meantSorted = sortedData(:, 1)'; - meanhSorted = sortedData(:, 2)'; - minwSorted = sortedData(:, 3)'; - maxwSorted = sortedData(:, 4)'; - seSorted = sortedData(:, 5)'; - - % Plot the sorted data - % handles=[handles, errorbar(meant, meanh, se, se, repmat(0, 1, numel(meant)), repmat(0, 1, numel(meant)), 'o-', 'Color', maxDifferentColors(r,:))]; - handles = [handles, errorbar(meantSorted, meanhSorted, seSorted, seSorted, zeros(1, numel(meantSorted)), zeros(1, numel(meantSorted)), 'o-', 'Color', maxDifferentColors(r,:))]; - - if numel(meant) > 1 - label(handles(end), format_strings_for_legend(regs{r}), 'location', 'left', 'FontWeight', 'bold', 'Margin', 3, 'HorizontalAlignment', 'right', 'FontSize', 14); - label(handles(end), format_strings_for_legend(regs{r}), 'location', 'right', 'FontWeight', 'bold', 'Margin', 3, 'HorizontalAlignment', 'right', 'FontSize', 14); - else - label(handles(end), format_strings_for_legend(regs{r}), 'location', 'right', 'FontWeight', 'bold', 'Margin', 3, 'HorizontalAlignment', 'right', 'FontSize', 14); - end - - % % Calculate the position and size of the rectangle - % rectX = meant - minw; % left boundary of the rectangle - % % rectY = meanh - max(steh); % bottom boundary of the rectangle - % rectY = meanh - meanh/10; % placeholder for now - % rectWidth = (meant+maxw)-(meant-minw); % width of the rectangle - % % rectHeight = 2*steh; % height of the rectangle - % rectHeight = 2*(meanh/10); % placeholder for now - % - % patch([rectX, rectX+rectWidth, rectX+rectWidth, rectX], [rectY, rectY, rectY+rectHeight, rectY+rectHeight], maxDifferentColors(r,:), 'FaceAlpha', 0.2); - - % Loop through each rectangle and plot - for i = 1:numel(minwSorted) - rectangleHeight=seSorted(i)*2; - x = minwSorted(i); - y = meanhSorted(i) - rectangleHeight / 2; % Adjust y to center the rectangle on meanh - width = maxwSorted(i) - minwSorted(i); - height = rectangleHeight; - - % Plot the rectangle - rectangle('Position', [x, y, width, height], 'EdgeColor', maxDifferentColors(r,:)); - end - - hold on - - end - - % hold off - - xlim([0,45]); - - hlin=refline(0,0); - hlin.Color='k'; - - vline(13/0.46, 'r--'); - - legend(handles, format_strings_for_legend(regs), 'Location', 'best'); - ylabel('Similarity Amplitude') - xticks([0:5:45]) - xticklabels([0:5:45]*0.46) - xlabel('Time to Peak (seconds)'); - % title({[signames{i}, ' Condition: ', conds{c}], 'HRF Summary Statistics', 'With Standard Errors, Stimulus offset is demarcated'}) - title({['Condition: ', HRF.params.CondNames{c}], 'HRF Summary Statistics', 'With Standard Errors, Stimulus offset is demarcated'}) - - end -end - -function regs = getSpecificRegions(specificRegions, signalIdx, conditionIdx) - % Extract and/or calculate the specific regions for the given signal and condition. - % specificRegions: Cell array defining specific regions for each signal and condition - % signalIdx: Index of the current signal - % conditionIdx: Index of the current condition - - % Example logic - adapt as per your actual requirements - regs = specificRegions{signalIdx, conditionIdx}; -end diff --git a/CanlabCore/HRF_Est_Toolbox2/EstHRF_inAtlas/process_HRF_dir.m b/CanlabCore/HRF_Est_Toolbox2/EstHRF_inAtlas/process_HRF_dir.m deleted file mode 100644 index 768101f9..00000000 --- a/CanlabCore/HRF_Est_Toolbox2/EstHRF_inAtlas/process_HRF_dir.m +++ /dev/null @@ -1,51 +0,0 @@ -function [HRF_data_lvl2, HRF_data, tc_data]=process_HRF_dir(basedir, at) - % Helper script to process an estHRF directory for second-level - % analysis - % Michael Sun, Ph.D. - % - Takes a BIDS-formatted estHRF directory - % - basedir: charstr fullpath of the directory: e.g., '//dartfs-hpc/rc/lab/C/CANlab/labdata/data/WASABI/derivatives/estHRF_NPSpos' - % - at: atlas object - % *Usage: - % :: - % [HRF_data_lvl2, HRF_data, tc_data] = process_HRF_dir(basedir, atlas_obj}) - % for s = 1:numel(subjects) - % disp(subjects{s}); - % describeHRF(HRF_data{s}); - % T{s}=generateHRFTable(HRF_data{s}); - % plotHRF(HRF_data_lvl2{s}, 'FIR', my_atlas); - % end - % - - % Validate input arguments - if nargin < 2 - error('You must provide a base directory and atlas object.'); - end - - % Load up all the .mat files you generated with estHRF_inAtlas for each subject - subjects = canlab_list_subjects(basedir, 'sub-*'); - HRF_data = cell(1, length(subjects)); - HRF_data_lvl2 = cell(1, length(subjects)); - tc_data = cell(1, length(subjects)); - HRF_files = cell(1, length(subjects)); - - for s = 1:numel(subjects) - HRF_files{s} = dir(fullfile(basedir, subjects{s}, '**', '*.mat')); - - % Initialize cell arrays to store the data - HRF_data{s} = cell(1, length(HRF_files{s})); - - tc_data{s} = cell(1, length(HRF_files{s})); - - % Loop through each file and load the data - for k = 1:length(HRF_files{s}) - fullpath = fullfile(HRF_files{s}(k).folder, HRF_files{s}(k).name); - data = load(fullpath); % Load the .mat file - - % Assuming each .mat file contains variables named 'HRF' and 'tc' - HRF_data{s}{k} = data.HRF; - tc_data{s}{k} = data.tc; - end - - HRF_data_lvl2{s}=HRF_avg(HRF_data{s}, at); - end -end \ No newline at end of file diff --git a/CanlabCore/HRF_Est_Toolbox2/Fit_sFIR_epochmodulation.m b/CanlabCore/HRF_Est_Toolbox2/Fit_sFIR_epochmodulation.m deleted file mode 100644 index 8e64d307..00000000 --- a/CanlabCore/HRF_Est_Toolbox2/Fit_sFIR_epochmodulation.m +++ /dev/null @@ -1,393 +0,0 @@ -function [hrf, fit, e, param, DXinfo] = Fit_sFIR_epochmodulation(tc, TR, Run, T, mode, varargin) -% -% Fits FIR and smooth FIR model -% -% INPUTS: -% ---------- -% tc : (scan_length x 1) double vector -% time course of a single voxel. -% -% TR : float -% time resolution of one scan. -% e.g. use `0.5` for a scan collected every 0.5 seconds. -% -% Runs : cell array (1 x num_condition) -% experimental design matrix. each cell, the size of (1 x num_condition) contains -% a (scan_length x 1) double vector representing the design for that condition. -% -% T : double array -% desired length of the estimated HRF. indicates the number of beta -% coefficients to estimate, for each condition. -% e.g. [30, 30, 30, 30, 30, 30, 20, 12] for a design with 8 conditions. -% -% mode : int {0, 1} -% options for FIR. -% 0 - Standard FIR. -% 1 - Smooth FIR. -% -% -% OUTPUTS: -% ------- -% hrf : double array (time_point x num_condition) -% estimated hemodynamic response function. -% estimated HRF length differs depending on inputted T, across conditions. -% to account for this difference, the hrf matrix is the size of the largest time -% points estimated, which is max(T/TR). the shorter events are filled with NaNs -% -% fit : double array (scan_length x 1) -% estimated time course. -% -% e : double array (scan_length x 1) -% residual time course. -% -% param : double array (3 x num_condition) -% estimated amplitude, height and width -% -% Created by Martin Lindquist on 10/02/09 -% Last edited: 05/17/13 (ML) -% -% [10/27/2023 - HJ v1.2]: BUGFIX: remove redundant intercept due to multiple design matrix estimation -% - due to horzcat, we will have multiple intercepts in this design matrix -% - therefore, we find the intercepts, drop them, and add an intercept at the end of the matrix - -% [10/26/2023 - HJ v1.2]: Updated the code to Allow for Different Epoch Lengths -% - handles varying epoch lengths with the addition of T vector, instead of a scalar T -% - made adjustments accordingly to handle T vector in variable `tlen_all` -% - based on varying epoch lengths, dynamically calculates matrix using `tor_make_deconv_mtx3.m` -% - (dynamic matrix is concatenated into one design matrix at the end) -% - made adjustments accordingly to the estimated hrf variable: instead of being a vector, hrf is now a matrix with varying lengths of hrf estimation, due to varying epoch length inputted via T. -% - lastly, varying lengths of hrf is concatenated into one matrix (double: longest length hrf estimation x number of conditions) - -% [2/19/2024 - MS v2.0]: Updated the code to output design-matrix information, and allow input of multiple tc, -% pass in a custom design matrix, and to pass in an SPM structure - -% Debugging Hack, import your own Design Matrix from SPM - MS -if ~isempty(varargin) - if isstruct(varargin{1}) - % 1. Decide what are regressors and what are covariates here - % This is very difficult since I will have to pass in g, K, and W - % all from SPM.mat - - % So ultimately we will want to concatenate the FIR task regressors - % and the unfiltered covariates, and then filter the whole thing. - - SPM=varargin{1}; - - if numel(SPM.Sess)>1 && ~iscell(tc) % If SPM has concatenated runs but there's only one time series - error('SPM structures concatenating multiple runs must have timecourses passed in with a matching number of cell arrays'); - elseif iscell(tc) && numel(SPM.Sess)~=numel(tc) - error('Incompatible number of runs in SPM and in cell-array tc') - end - - if isempty(T) - for i = 1:numel(SPM.Sess) - T{i}=cellfun(@(cellArray) 2*ceil(max(cellArray)), {SPM.Sess(i).U.dur}); - end - elseif numel(SPM.Sess)>1 && ~iscell(T) - error('SPM structures concatenating multiple runs must have time windows passed in with a matching number of cell arrays.'); - elseif iscell(T) && numel(SPM.Sess)~=numel(T) - error('Incompatible number of runs in SPM and in cell-array T.') - end - - for s = 1:numel(SPM.Sess) - len = numel(SPM.Sess(s).row); - - % Task regressors for each run can be found here: - numstim=numel(SPM.Sess(s).U); - TR = SPM.xY.RT; - - % Make the design matrix: - DX_all = cell(1, numstim); % Store DX matrices for each condition - tlen_all = zeros(1, numstim); % Store tlen for each condition - Runs{s}=generateConditionTS(numel(SPM.Sess(s).row), [SPM.Sess(s).U.name], {SPM.Sess(s).U.ons}, {SPM.Sess(s).U.dur}); - - for i=1:numstim - t = 1:TR:T{s}(i); - tlen_all(i) = length(t); - DX_all{i} = tor_make_deconv_mtx3(Runs{s}(:,i), tlen_all(i), 1); - end - DX = horzcat(DX_all{:}); - - % due to horzcat, we will have multiple intercepts in this design matrix - % therefore, we'll find the intercepts, drop them, and add an intercept at the end of the matrix - intercept_idx = find(sum(DX)==len); - copyDX = DX; - copyDX(:,intercept_idx) = []; - DX = [copyDX ones(len,1)]; - - % Covariate Design Matrix for each session (without intercept): - NX=[SPM.Sess(s).C.C]; - - % Concatenate the Task regressors with Covariates - X=[DX, NX]; - % Filter - DX_cov{s}=spm_filter(SPM.xX.K(s), X); - end - - if numel(DX_cov) > 1 - for i=1:numel(DX_cov) - [hrf{i}, fit{i}, e{i}, param{i}, DXinfo{i}]=Fit_sFIR_epochmodulation(tc{i}, TR, Runs{i}, T{i}, mode, DX_cov{i}); - end - return; - end - - elseif isnumeric(varargin{1}) - % If not an SPM struct, allow a design matrix to be passed in. - DX_cov=varargin{1}; - - numstim = length(Run); - tlen_all = zeros(1, numstim); % Store tlen for each condition - for i=1:numstim - t = 1:TR:T(i); - tlen_all(i) = length(t); - end - end - - for i=1:numel(varargin) - % If you pass in both a DX and an inverted DX, this will speed - % things up a bit. - if strcmpi(varargin{i}, 'invertedDX') - PX=varargin{i+1}; - b = PX*tc; - if exist('DX_cov', 'var') - fit = DX_cov*b; - e = tc - DX_cov*b; - DXinfo.DX=DX_cov; - DXinfo.PX=DX_cov; - else - fit = 'DX_cov not passed in'; - e = 'DX_cov not passed in'; - DXinfo.DX=[]; - DXinfo.PX=PX; - end - end - - end - - - - % Processing of varargin done. - - % sFIR - if mode == 1 && ~exist('b', 'var') - % pen = {toeplitz([1 .3 .1])} - % n_nuis = 20; % num of nuisance - % pen{2} = zeros(20); % for nuisance, add no penalty - % blkdiag(pen{:}) - - MRI = zeros(sum(tlen_all)+1); % adjust size based on varying tlen and intercept at end - start_idx = 1; - - for i=1:numstim - tlen = tlen_all(i); % get the tlen for this stimulus - - C = (1:tlen)'*(ones(1,tlen)); - h = sqrt(1/(7/TR)); - - v = 0.1; - sig = 1; - - R = v*exp(-h/2*(C-C').^2); - RI = inv(R); - - % Adjust the indices to account for varying tlen - end_idx = start_idx + tlen - 1; - MRI(start_idx:end_idx, start_idx:end_idx) = RI; - - start_idx = end_idx + 1; % update the starting index for next iteration - end - - % multiply a 0 penalty with NX. - cov_num = size(DX_cov,2)-size(MRI,2); - % pen = sig^2*MRI; % Regularization Penalty Matrix - % pen=pad(pad(pen, cov_num)',cov_num)'; - % pen{2} = zeros(20); % for nuisance, add no penalty - pen{1} = sig^2*MRI; % Regularization Penalty Matrix - pen{2} = zeros(cov_num); % for nuisance, add no penalty - pen=blkdiag(pen{:}); - - % disp(pen) % Check what this looks like. - % X = [DX, NX]; % Full Design Matrix - - PX=inv(DX_cov'*DX_cov+pen)*DX_cov'; - b = PX*tc; - % b = DX'*tc; - fit = DX_cov*b; - e = tc - DX_cov*b; - DXinfo.DX=DX_cov; - DXinfo.PX=PX; - - elseif mode == 0 && ~exist('b', 'var') - PX=pinv(DX_cov); - b = PX*tc; - fit = DX_cov*b; - e = tc - DX_cov*b; - DXinfo.DX=DX_cov; - DXinfo.PX=PX; - - end - -else - - % If nothing is passed in varargin: - - - numstim = length(Run); - len = length(Run{1}); - - Runs = zeros(len,numstim); - for i=1:numstim - Runs(:,i) = Run{i}; - end - - DX_all = cell(1, numstim); % Store DX matrices for each condition - tlen_all = zeros(1, numstim); % Store tlen for each condition - - - for i=1:numstim - t = 1:TR:T(i); - tlen_all(i) = length(t); - DX_all{i} = tor_make_deconv_mtx3(Runs(:,i), tlen_all(i), 1); - end - DX = horzcat(DX_all{:}); - - % due to horzcat, we will have multiple intercepts in this design matrix - % therefore, we'll find the intercepts, drop them, and add an intercept at the end of the matrix - intercept_idx = find(sum(DX)==len); - copyDX = DX; - copyDX(:,intercept_idx) = []; - DX = [copyDX ones(len,1)]; - - if mode == 1 - - MRI = zeros(sum(tlen_all)+1); % adjust size based on varying tlen and intercept at end - start_idx = 1; - - for i=1:numstim - tlen = tlen_all(i); % get the tlen for this stimulus - - C = (1:tlen)'*(ones(1,tlen)); - h = sqrt(1/(7/TR)); - - v = 0.1; - sig = 1; - - R = v*exp(-h/2*(C-C').^2); - RI = inv(R); - - % Adjust the indices to account for varying tlen - end_idx = start_idx + tlen - 1; - MRI(start_idx:end_idx, start_idx:end_idx) = RI; - - start_idx = end_idx + 1; % update the starting index for next iteration - end - - % DX - % - % NX = ;% Nuisance covariates and intercepts - - % X = [DX, NX]; % Full Design Matrix - pen = sig^2*MRI; % Regularization Penalty Matrix - % disp(pen) % Check what this looks like. - cov_num = size(DX,2)-size(pen, 2); - - pen=pad(pad(pen, cov_num)',cov_num)'; - - % multiply a 0 penalty with NX. - - % gKW the DX Design Matrix - - - % b = inv(DX'*DX+sig^2*MRI)*DX'*tc; - PX=inv(DX'*DX+pen)*DX'; - b = PX*tc; - fit = DX*b; - e = tc - DX*b; - - % Code added by Michael Sun, PhD 02/05/2024 - % DXinfo.DX=inv(DX'*DX+sig^2*MRI)*DX'; % This DX is essentially regression coefficients - DXinfo.DX=DX; - DXinfo.PX=PX; - - % DXinfo.DX=DX; - DXinfo.sig=sig; - DXinfo.MRI=MRI; - - elseif mode == 0 - PX =pinv(DX); - b = PX*tc; - fit = DX*b; - e = tc - DX*b; - - % Coded added by Michael Sun, Ph.D. - DXinfo.DX=DX; - DXinfo.PX=PX; - - end - - - -end - -numstim = length(tlen_all); -hrf = cell(1, numstim); - -for i = 1:numstim - hrf{i} = zeros(tlen_all(i), numstim); -end - -% hrf =zeros(tlen,numstim); -param = zeros(3,numstim); - -for i=1:numstim - % hrf{:,i} = b(((i-1)*tlen_all(i)+1):(i*tlen_all(i)))'; % Buggy line Edit is below: Michael Sun, 10/27/2023 - start_idx = sum(tlen_all(1:i-1)) + 1; - end_idx = start_idx + tlen_all(i) - 1; - hrf{:,i} = b(start_idx:end_idx)'; - param(:,i) = get_parameters2(hrf{:,i}, (1:tlen_all(i))); - - DXinfo.tlen{i}=[start_idx:end_idx]; -end - -% HJ: concatenate estimated hrf -% since different event lengths have different lengths of hrf estimation, -% we'll identify the maximum length of hrf estimation timepoints; -% for the shorter events, we'll pad them with zeros. -maxLen = max(cellfun(@length, hrf)); -resultMatrix = NaN(maxLen, numstim); % Pre-allocate a matrix of NaN values -for i = 1:numel(hrf) - resultMatrix(1:length(hrf{i}), i) = hrf{i}'; -end -hrf = resultMatrix; -end - -%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% -% validation plots: design matrix -%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% -% figure; -% imagesc(DX); % Display matrix as an image -% colorbar; % Add colorbar to the figure -% title('Heatmap of DX'); -% xlabel('Columns of DX'); -% ylabel('Rows of DX'); -%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% -% % validation estimated curve -%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% -% numCells = length(hrf)'; -% % Initialize a figure -% figure; -% for i = 1:numCells -% % Create a subplot for each cell -% subplot(2, 4, i); % Assuming a 2x4 grid for 8 panels - -% % Plot the values of the double array -% plot(hrf{i}, 'o-'); - -% % Label axes and provide title for each subplot -% xlabel('# of time points'); -% ylabel('Voxel-wise Amplitude'); -% title([num2str(length(hrf{i})) ' time points estimated']); % Updated title - -% % Adjust y-axis for better visualization -% ylim([min(hrf{i})-0.1, max(hrf{i})+0.1]); -% end diff --git a/CanlabCore/HRF_Est_Toolbox2/sFIR_multisubject_example_script.m b/CanlabCore/HRF_Est_Toolbox2/sFIR_multisubject_example_script.m deleted file mode 100644 index 6a06eff4..00000000 --- a/CanlabCore/HRF_Est_Toolbox2/sFIR_multisubject_example_script.m +++ /dev/null @@ -1,112 +0,0 @@ -function sFIR_estimation(subIDs) -% A wrapper function for estimating voxel-wise smooth FIR model fits for each subject -% in a multi-subject group, by Stephan Geuter. It uses the hrf_fit method for fmri_data objects, -% which calls the HRF_est_Toolbox2 functions. Future extensions could: -% - standardize the use of obj.images_per_session here, allowing flexibility in -% number of images per run -% - increase documentation -% - provide a complete walkthrough with data needed to run in our data -% repository - - -% folders -rdir = '/work/ics/data/projects/wagerlab/labdata/projects/YOURPROJECT/'; % root directory -odir = fullfile(rdir,'/data/onsets/'); % directory with onset files -adir = fullfile(rdir,'/analysis/'); % directory for analysis outputs -imgdir = fullfile(rdir,'data','mri'); % directory hold subdirectories with fmri data/nifti - -%%% - -% design spec -TR = 1.3; % TR in seconds -T = TR*23; % total duration of estimated (s)FIR response -fl = 'fl_D_cat_cue_on_sFIR'; % folder name for this analysis (sub directory of 'adir') - -nimgs = 1848; % n total images per subject -nrun = 4; % n runs per subject -img_run = nimgs/nrun; - - -% filters -imgfilt = 'swrarun_r*.nii'; % filter for nifti files of each subject -onsetfilt = 'cat_cue_on_stick.mat'; % filter for onset file for each subject - -% analysis mask -maskfile = fullfile(rdir,'masks','BasalGanglia','BG_T50.nii'); % fullpath to mask image -% standard mask: maskfile = which('brainmask.nii'); - - -%%% - -if ~isdir(fullfile(adir,fl)), mkdir(fullfile(adir,fl)); end - - -% loop subjects -nrun = numel(subIDs); -for crun = 1:nrun - - % current subject and folder - fprintf(1,'\nnow running subject %d...\n\n',subIDs(crun)); - fldir = fullfile(adir,fl,sprintf('sub%04d',subIDs(crun))); - if ~isdir(fldir), mkdir(fldir); end; - cd(fldir); - - % filter all image files - clear nimgs imgs - imgs = filenames(fullfile(imgdir,sprintf('sub%04d',subIDs(crun)),'run*',imgfilt)); - regnames = {}; - C = {}; - - % filter onset file - for o = 1:length(onsetfilt) - - % get onsets from subject specific onset directory - ons = filenames(sprintf('%ssub%04d/%s',odir,subIDs(crun),onsetfilt{o}),'char'); - load(ons); - - % select regressors - sel = find(cellregexp(names,'\w')); - - for k=1:length(sel) - - % make design cell array for HRF toolbox - C{end+1} = zeros(nimgs,1); - - C{end}(ceil(onsets{sel(k)})) = 1; - regnames{end+1} = names{sel(k)}; - % plot(C{k}+k,'color',hsv2rgb([1/numel(osel)*k,1,1])); hold on - % fprintf(1,'\n%s\t\t%d',names{k},sum(C{k})); - end - end - - % load data within mask - d = fmri_data(imgs, maskfile); - - % HP filter - [y, pI] = hpfilter(d.dat', TR, 160, repmat(img_run,nrun,1)); - - % add intercept back - y = y + pI * d.dat'; - - % scale SPM style - v = [0 1:nrun-1] * 462; - gs = []; - for r = 1:nrun - gs(r) = nanmean( nanmean( double(y(1+v(r):img_run+v(r),:)),2)); - end - gs = repmat(gs,img_run,1); gs = gs(:)'; - gs = repmat(gs,size(d.dat,1),1); - d.dat = y' * 100 ./ gs; - - % fit sFIR model. writes images in pwd (fldir) - [params_obj hrf_obj] = hrf_fit(d, TR, C, T, 'FIR', 1); - - % save results in .mat files - fn = fullfile(fldir,'sFIR_results.mat'); - save(fn,'params_obj','hrf_obj','onsetfilt','regnames','C','onsets'); - -end - - - 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b/CanlabCore/HRF_Est_Toolbox4/.svn/prop-base/timecourse.mat.svn-base @@ -0,0 +1,5 @@ +K 13 +svn:mime-type +V 24 +application/octet-stream +END diff --git a/CanlabCore/HRF_Est_Toolbox4/.svn/text-base/Anneal_Logit.m.svn-base b/CanlabCore/HRF_Est_Toolbox4/.svn/text-base/Anneal_Logit.m.svn-base new file mode 100644 index 00000000..cfd2365d --- /dev/null +++ b/CanlabCore/HRF_Est_Toolbox4/.svn/text-base/Anneal_Logit.m.svn-base @@ -0,0 +1,127 @@ +function [theta,HH,C,P,hrf,fit,e,param] = Anneal_Logit(theta0,t,tc,Run) +% +% [theta,HH,C,P] = Anneal_Logit(theta0,t,tc,Run) +% +% Estimate inverse logit (IL) HRF model using Simulated Annealing +% Creates fitted curve - 3 logistic functions to be summed together - from parameter estimates +% +% INPUT: theta0, t, tc, Run +% Run = stick function +% tc = time course +% t = vector of time points +% theta0 = initial value for the parameter vector +% +% By Martin Lindquist and Tor Wager +% Edited 12/12/06 +% + +%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% +% +% Initial values + +iter = 15000; % Number of iterations +theta = theta0; % Set initial value for the parameter vector +h0 = cost(theta0,t,tc,Run); % Calculate cost of initial estimate +LB = [0.05, 1, 0, 0.05, 5, 0, 10]; % Lower bounds for parameters +UB = [10, 15, 5, 10, 15, 5, 30]; % Upper bounds for parameters + +% +% These values may need tweaking depending on the individual situation. +% + +r1= 0.001; % A parameters +r1b= 0.001; % A parameters +r2 = 0.05; % T parameters +r3 = 0.001; % delta parameters + +t1 = [1 4]; +t1b = [6]; +t2 = [2 5 7]; +t3 = [3]; + +%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% + +u = zeros(1,7); + +HH = zeros(1+iter,7); % Keep track of theta_i +HH(1,:) = theta0; +P = zeros(1+iter,1); +C = zeros(1+iter,1); % Keep track of the cost function +C(1) = h0; + +cnt = 0; +for i=1:iter, + + T = 100/log(1+i); %Temperature function (may require tweaking) + th = zeros(1,7); + ind = 0; + + % Choose a new candidate solution theta_{i+1}, based on a random perturbation of the current solution of theta_{i}. + % Check new parameters are within accepted bounds + while ( (sum((LB-th)>0) + sum((th-UB)>0)) > 0), + + % Perturb solution + + u(t1) = normrnd(0,r1,1,2); + u(t1b) = normrnd(0,r1b,1,1); + u(t2) = normrnd(0,r2,1,3); + u(t3) = normrnd(0,r3,1,1); + + % Update solution + th = theta + u; + ind = ind + 1; + + if(ind > 500), + warning('stuck!'); + return; + end; + end; + + h = cost(th,t,tc,Run); + C(i+1) = h; + delta = h - h0; + + % Determine whether to update the parameter vector. + if (unifrnd(0,1) < min(exp(-delta/T),1)), + theta = th; + h0=h; + cnt = cnt+1; + end; + + HH(i+1,:) = theta; + P(i+1) = min(exp(-delta/T),1); + +end; + +%cnt/iter + +[a,b] = min(C); +theta = HH(b,:); +%h + + +% Additional outputs +%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% +% Get HRF for final model +if nargout > 4 + hrf = Get_Logit(theta(1:7),t); % Calculate HRF estimate (fit, given theta) +end + +%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% +% Convolve HRF and stick function +if nargout > 5 + len = length(Run); + fit = conv(Run, hrf); + fit = fit(1:len); + e = tc - fit; +end + +if nargout > 7 +% [param] = get_parameters_logit(hrf,t,theta); + param = get_parameters2(hrf,t); +end + +%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% + + +return diff --git a/CanlabCore/HRF_Est_Toolbox4/.svn/text-base/Det_Logit.m.svn-base b/CanlabCore/HRF_Est_Toolbox4/.svn/text-base/Det_Logit.m.svn-base new file mode 100644 index 00000000..06c91779 --- /dev/null +++ b/CanlabCore/HRF_Est_Toolbox4/.svn/text-base/Det_Logit.m.svn-base @@ -0,0 +1,116 @@ +function [VM, hrf, fit, e, param] = Det_Logit(V0,t,tc,Run) +% +% [VM, h, fit, e, param] = Det_Logit_allstim(V0,t,tc,Run) +% +% Estimate inverse logit (IL) HRF model +% Creates fitted curve - 3 logistic functions to be summed together - from parameter estimates +% +% INPUT: V0, t, tc, Run +% Run = stick function +% tc = time course +% t = vector of time points +% V0 = initial value for the parameter vector +% +% By Martin Lindquist, Christian Waugh and Tor Wager +% Created by Martin Lindquist on 10/02/09 +% Last edited: 05/26/10 (ML) + + +numstim = length(Run); +len = length(Run{1}); + +% LB = [0.05, 1, 0, 0.05, 4, 0, 10]; % Lower bounds for parameters +% UB = [10, 15, 10, 10, 15, 5, 50]; % Upper bounds for parameters +% LB = repmat(LB, 1, numstim); +% UB = repmat(UB, 1, numstim); + +% Remove intercept + +%b0 = pinv(ones(length(tc),1))*tc; +%tc = tc - b0; + +% Find optimal values + +options = optimset('MaxFunEvals',10000,'Maxiter',10000,'TolX',1e-6,'TolFun',1e-6,'Display','off'); + +%VM = fminsearchbnd(@cost_allstim, V0, LB,UB,options,t,tc,Run); +VM = fminsearch(@msq_logit,V0,options,Run,t,tc); + +% Use optimal values to fit hemodynamic response functions +hrf =zeros(length(t),numstim); +fitt = zeros(len,numstim); +param = zeros(3,numstim); + +for g = 1:numstim + hrf(:,g) = il_hdmf_tw2(t,VM(((g-1)*7+1):(g*7))); % Calculate HRF estimate (fit, given theta) + param(:,g) = get_parameters2(hrf(:,g),t); + fits(:,g) = conv(Run{g}, hrf(:,g)); + fitt(:,g) = fits(1:len,g); +end + +fit = sum(fitt,2); +e = tc-fit; +%fit = fit + b0; + +end + +%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% +% +% SUBFUNCTIONS +% +%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% + +function m=msq_logit(V,Run, t, tc) + +numstim = length(Run); +len = length(Run{1}); +h = zeros(length(t),numstim); +yhatt =zeros(len,numstim); + +for k = 1:numstim + h(:,k) = il_hdmf_tw2(t,V(((k-1)*7+1):(k*7))); % Get IL model corresponding to parameters V + yhat(:,k) = conv(Run{k}, h(:,k)); % Convolve IL model with stick function + yhatt(:,k) = yhat(1:len,k); +end + +yhat2 = sum(yhatt,2); %Sum models together to get overall estimate + +m = sum((tc-yhat2).^2); % Calculate cost function + +end + +%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% + +function [h,base] = il_hdmf_tw2(t,V) +% inverse logit -- creates fitted curve from parameter estimates +% +% t = vector of time points +% V = parameters + +% 3 logistic functions to be summed together +base = zeros(length(t),3); +A1 = V(1); +T1 = V(2); +d1 = V(3); +A2 = V(4); +T2 = V(5); +A3 = V(6); +T3 = V(7); +d2 = -d1*(ilogit(A1*(1-T1)) - ilogit(A3*(1-T3)))/(ilogit(A2*(1-T2)) + ilogit(A3*(1-T3))); +d3 = abs(d2)-abs(d1); + +base(:,1)= d1*ilogit(A1*(t-T1))'; +base(:,2)= d2*ilogit(A2*(t-T2))'; +base(:,3)= d3*ilogit(A3*(t-T3))'; +h = sum(base,2)'; + +end + +%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% + +function [L] = ilogit(t) +L = exp(t)./(1+exp(t)); +end + +%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% +%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% diff --git a/CanlabCore/HRF_Est_Toolbox4/.svn/text-base/Example.m.svn-base b/CanlabCore/HRF_Est_Toolbox4/.svn/text-base/Example.m.svn-base new file mode 100644 index 00000000..921327b3 --- /dev/null +++ b/CanlabCore/HRF_Est_Toolbox4/.svn/text-base/Example.m.svn-base @@ -0,0 +1,215 @@ +%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% +% +% Example code for estimating the HRF using the Inverse-Logit Model, a +% Finte Impluse Response Model and the Canonical HRF with 2 derivatives. +% Also the code illustrates our code for detecting model misspecification. +% +% By Martin Lindquist and Tor Wager +% Created 10/02/09 +% Last edited 05/20/13 +% +%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% + + +%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% +% +% Load time course +% + +mypath = which('ilogit'); +if isempty(mypath), error('Cannot find directory with ilogit.m and other functions. Not on path?'); end +[mydir] = fileparts(mypath) + +load(fullfile(mydir,'timecourse')) + +tc = (tc- mean(tc))/std(tc); +len = length(tc); + + +%% Or: create your own +[xBF] = spm_get_bf(struct('dt', .5, 'name', 'hrf (with time and dispersion derivatives)', 'length', 32)); +clear Xtrue +for i = 1:1, xx = conv(xBF.bf(:,i), [1 1 1 1 1 1 ]'); + Xtrue(:, i) = xx(1:66); +end +for i = 2:3, xx = conv(xBF.bf(:,i), [1 1]'); + Xtrue(:, i) = xx(1:66); +end +hrf = Xtrue * [1 .3 .2]'; +xsecs = 0:.5:32; + +hrf = [ 0; 0; hrf]; +hrf = hrf(1:length(xsecs)); +hrf = hrf ./ max(hrf); +figure; plot(xsecs, hrf, 'k') +%hrf = hrf(1:4:end); % downsample to TR, if TR is > 0.5 + + +R = randperm(640); R = sort(R(1:36)); +Run = zeros(640,1); +for i=1:length(R), Run(R(i)) = 1; end; +true_sig = conv(Run, hrf); +true_sig = true_sig(1:640); + +% tc_noise = noise_arp(640, [.7 .2]); +% tc = true_sig + 0.1 * tc_noise; +tc = true_sig; +%figure; plot(tc); + + +Runc{1} = Run; + +%% + +create_figure; subplot(3,1,1); han = plot(tc); +title('Sample time course'); drawnow + + +%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% +% +% Settings +% + +TR = 0.5; +%T = round(30/TR); +T = 30; +t = 1:TR:T; % samples at which to get Logit HRF Estimate +FWHM = 4; % FWHM for residual scan +pval = 0.01; +df = 600; +alpha = 0.001; + +%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% +% +% Create stick function (sample event onsets) +% Variable R contains onset times +% Variable Run contains stick (a.k.a. delta or indicator) function + +% R = [3, 21, 56, 65, 109, 126, 163, 171, 216, 232, 269, 282, 323, 341, 376, 385, 429, 446, 483, 491, 536, 552, 589, 602]; +% Run = zeros(640,1); +% for i=1:length(R), Run(R(i)) = 1; end; +% + +try + hold on; + hh = plot_onsets(R,'k',-3,1, 1); + drawnow +catch + disp('Couldn''t find function to add onset sticks to plot. Skipping.') +end + +%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% +% Fit HRF using IL-function + +% Choose mode (deterministic/stochastic) + +mode = 0; % 0 - deterministic aproach + % 1 - simulated annealing approach + % Please note that when using simulated annealing approach you + % may need to perform some tuning before use. + +[h1, fit1, e1, param] = Fit_Logit2(tc,TR,Runc,T,mode); +[pv sres sres_ns1] = ResidScan(e1, FWHM); +[PowLoss1] = PowerLoss(e1, fit1, (len-7) , tc, TR, Runc, alpha); + +hold on; han(2) = plot(fit1,'r'); + +disp('Summary: IL_function'); + +disp('Amplitude:'); disp(param(1)); +disp('Time-to-peak:'); disp(param(2)*TR); +disp('Width:'); disp(param(3)*TR); + +disp('MSE:'); disp((1/(len-1)*sum(e1.^2))); +disp('Mis-modeling:'); disp(pv); +disp('Power Loss:'); disp(PowLoss1); + +%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% +% Fit HRF using FIR-model + +% Choose mode (FIR/sFIR) + +mode = 1; % 0 - FIR + % 1 - smooth FIR + +[h2, fit2, e2, param] = Fit_sFIR(tc,TR,Runc,T,mode); +[pv sres sres_ns2] = ResidScan(e2, FWHM); +[PowLoss2] = PowerLoss(e2, fit2, (len-T) , tc, TR, Runc, alpha); + +hold on; han(3) = plot(fit2,'g'); + +disp('Summary: FIR'); + +disp('Amplitude'); disp(param(1)); +disp('Time-to-peak'); disp(param(2)*TR); +disp('Width'); disp(param(3)*TR); + +disp('MSE:'); disp((1/(len-1)*sum(e2.^2))); +disp('Mis-modeling'); disp(pv); +disp('Power Loss:'); disp(PowLoss2); + +%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% +% Fit HRF using Canonical HRF + 2 derivatives + +p=1; + +[h3, fit3, e3, param, info] = Fit_Canonical_HRF(tc,TR,Runc,30,p); +[pv sres sres_ns3] = ResidScan(e3, FWHM); +[PowLoss3] = PowerLoss(e3, fit3, (len-p) , tc, TR, Runc, alpha); + +hold on; han(4) = plot(fit3,'m'); + +legend(han,{'Data' 'IL' 'sFIR' 'DD'}) + + +disp('Summary: Canonical + 2 derivatives'); + +disp('Amplitude'); disp(param(1)); +disp('Time-to-peak'); disp(param(2)*TR); +disp('Width'); disp(param(3)*TR); + +disp('MSE:'); disp((1/(len-1)*sum(e3.^2))); +disp('Mis-modeling'); disp(pv); +disp('Power Loss:'); disp(PowLoss3); + +%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% + +%figure; +%% + +subplot(3,2,5); hold on; +plot(xsecs, hrf, 'k') +xsecs1 = xsecs(1:length(h1)); +han2 = plot(xsecs1, h1,'r'); +xsecs2 = xsecs(1:length(h2)); +han2(2) = plot(xsecs2, h2,'g'); +xsecs3 = xsecs(1:length(h3)); +han2(3) = plot(xsecs3, h3,'m'); +legend(han2,{'IL' 'sFIR' 'DD'}) +title('Estimated HRF'); + + +subplot(3,1,2); hold on; +hh = plot_onsets(R,'k',-3,1); +drawnow + +han3 = plot(sres_ns1,'r'); +hold on; han3(2) = plot(sres_ns2,'g'); +hold on; han3(3) = plot(sres_ns3,'m'); +hold on; plot((1:len),zeros(len,1),'--k'); +legend(han3,{'IL' 'sFIR' 'DD'}) +title('Mis-modeling (time course)'); + + +subplot(3,2,6); hold on; + +[s1] = Fit_sFIR(sres_ns1,TR,Runc,T,0); +[s2] = Fit_sFIR(sres_ns2,TR,Runc,T,0); +[s3] = Fit_sFIR(sres_ns3,TR,Runc,T,0); + +han4 = plot(s1(1:T),'r'); +hold on; han4(2) = plot(s2(1:T),'g'); +hold on; han4(3) = plot(s3(1:T),'m'); +hold on; plot((1:T),zeros(T,1),'--k'); +legend(han4,{'IL' 'sFIR' 'DD'}) +title('Mis-modeling (HRF)'); diff --git a/CanlabCore/HRF_Est_Toolbox2/Fit_Canonical_HRF.m b/CanlabCore/HRF_Est_Toolbox4/.svn/text-base/Fit_Canonical_HRF.m.svn-base similarity index 55% rename from CanlabCore/HRF_Est_Toolbox2/Fit_Canonical_HRF.m rename to CanlabCore/HRF_Est_Toolbox4/.svn/text-base/Fit_Canonical_HRF.m.svn-base index fd562ddd..be12ad03 100644 --- a/CanlabCore/HRF_Est_Toolbox2/Fit_Canonical_HRF.m +++ b/CanlabCore/HRF_Est_Toolbox4/.svn/text-base/Fit_Canonical_HRF.m.svn-base @@ -1,157 +1,121 @@ -function [hrf, fit, e, param, info] = Fit_Canonical_HRF(tc, TR, Run, T, p, varargin) -% function [hrf, fit, e, param, info] = Fit_Canonical_HRF(tc,TR,Runs,T,p) -% -% Fits GLM using canonical hrf (with option of using time and dispersion derivatives)'; -% -% INPUTS: -% -% tc - time course -% TR - time resolution -% Runs - expermental design -% T - length of estimated HRF -% p - Model type -% -% Options: p=1 - only canonical HRF -% p=2 - canonical + temporal derivative -% p=3 - canonical + time and dispersion derivative -% -% OUTPUTS: -% -% hrf - estimated hemodynamic response function -% fit - estimated time course -% e - residual time course -% param - estimated amplitude, height and width -% info - struct containing design matrices, beta values etc -% -% Created by Martin Lindquist on 10/02/09 -% Last edited: 05/17/13 (ML) - -% Edited to allow passing in custom design matrix e.g., from SPM. Will -% assume that the first regressor columns of the design matrix pertain to -% the regressors in Run: Michael Sun, Ph.D. 02/20/2024 - -[h, dh, dh2] = CanonicalBasisSet(TR); -%tc = tc'; -d = length(Run); -len = length(Run{1}); -% Generate a design matrix -t=1:TR:T; - -% Import your own design matrix -if ~isempty(varargin) - X=varargin{1}; - if numel(varargin)>1 - for i = 1:numel(varargin) - if strcmpi(varargin{i}, 'invertedDX') - PX=varargin{i+1}; - b=PX*tc; - end - end - end - if ~exist('b', 'var') - b = pinv(X)*tc; - end - - e = tc-X*b; - fit = X*b; - - % Be careful here. if p>1, make sure Run includes derivatives so there - % are p*task regressors. - b = reshape(b(1:numel(Run)),p,d)'; % Extract my own regressors - bc = zeros(d,1); - -else - - % Constructing the Design Matrix X: - X = zeros(len,p*d); - param = zeros(3,d); - - for i=1:d, - v = conv(Run{i},h); - X(:,(i-1)*p+1) = v(1:len); - - % Computing the first derivative - if (p>1) - v = conv(Run{i},dh); - X(:,(i-1)*p+2) = v(1:len); - end - - % Computing the second derivative - if (p>2) - v = conv(Run{i},dh2); - X(:,(i-1)*p+3) = v(1:len); - end - end - - % This line adds an intercept - X = [(zeros(len,1)+1) X]; - PX = pinv(X); - b = PX*tc; - e = tc-X*b; - fit = X*b; - - b = reshape(b(2:end),p,d)'; - bc = zeros(d,1); -end - -for i=1:d, - if (p == 1) - bc(i) = b(i,1); - H = h; - elseif (p==2) - bc(i) = sign(b(i,1))*sqrt((b(i,1))^2 + (b(i,2))^2); - H = [h dh]; - elseif (p>2) - bc(i) = sign(b(i,1))*sqrt((b(i,1))^2 + (b(i,2))^2 + (b(i,3))^2); - H = [h dh dh2]; - end -end - - -hrf = H*b'; - -for i=1:d, - param(:,i) = get_parameters2(hrf(:,i),1:length(t)); -end; - - -info ={}; -info.b = b; -info.bc = bc; -info.DX = X; -info.PX = PX; -info.H =H; - -end - -% END MAIN FUNCTION -%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% - - -%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% -% -% Subfunctions -% -%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% - -function [h, dh, dh2] = CanonicalBasisSet(TR) - -len = round(30/TR); -xBF.dt = TR; -xBF.length= len; -xBF.name = 'hrf (with time and dispersion derivatives)'; -xBF = spm_get_bf(xBF); - -v1 = xBF.bf(1:len,1); -v2 = xBF.bf(1:len,2); -v3 = xBF.bf(1:len,3); - -h = v1; -dh = v2 - (v2'*v1/norm(v1)^2).*v1; -dh2 = v3 - (v3'*v1/norm(v1)^2).*v1 - (v3'*dh/norm(dh)^2).*dh; - -h = h./max(h); -dh = dh./max(dh); -dh2 = dh2./max(dh2); - +function [hrf, fit, e, param, info] = Fit_Canonical_HRF(tc, TR, Run, T, p) +% function [hrf, fit, e, param, info] = Fit_Canonical_HRF(tc,TR,Runs,T,p) +% +% Fits GLM using canonical hrf (with option of using time and dispersion derivatives)'; +% +% INPUTS: +% +% tc - time course +% TR - time resolution +% Runs - expermental design +% T - length of estimated HRF +% p - Model type +% +% Options: p=1 - only canonical HRF +% p=2 - canonical + temporal derivative +% p=3 - canonical + time and dispersion derivative +% +% OUTPUTS: +% +% hrf - estimated hemodynamic response function +% fit - estimated time course +% e - residual time course +% param - estimated amplitude, height and width +% info - struct containing design matrices, beta values etc +% +% Created by Martin Lindquist on 10/02/09 +% Last edited: 05/17/13 (ML) + +%tc = tc'; +d = length(Run); +len = length(Run{1}); +t=1:TR:T; + +X = zeros(len,p*d); +param = zeros(3,d); + +[h, dh, dh2] = CanonicalBasisSet(TR); + +for i=1:d, + v = conv(Run{i},h); + X(:,(i-1)*p+1) = v(1:len); + + if (p>1) + v = conv(Run{i},dh); + X(:,(i-1)*p+2) = v(1:len); + end + + if (p>2) + v = conv(Run{i},dh2); + X(:,(i-1)*p+3) = v(1:len); + end +end + +X = [(zeros(len,1)+1) X]; + +b = pinv(X)*tc; +e = tc-X*b; +fit = X*b; + +b = reshape(b(2:end),p,d)'; +bc = zeros(d,1); + +for i=1:d, + if (p == 1) + bc(i) = b(i,1); + H = h; + elseif (p==2) + bc(i) = sign(b(i,1))*sqrt((b(i,1))^2 + (b(i,2))^2); + H = [h dh]; + elseif (p>2) + bc(i) = sign(b(i,1))*sqrt((b(i,1))^2 + (b(i,2))^2 + (b(i,3))^2); + H = [h dh dh2]; + end + +end + +hrf = H*b'; + +for i=1:d, + param(:,i) = get_parameters2(hrf(:,i),1:length(t)); +end; + +info ={}; +info.b = b; +info.bc = bc; +info.X = X; +info.H =H; + +end + +% END MAIN FUNCTION +%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% + + +%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% +% +% Subfunctions +% +%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% + +function [h, dh, dh2] = CanonicalBasisSet(TR) + +len = round(30/TR); +xBF.dt = TR; +xBF.length= len; +xBF.name = 'hrf (with time and dispersion derivatives)'; +xBF = spm_get_bf(xBF); + +v1 = xBF.bf(1:len,1); +v2 = xBF.bf(1:len,2); +v3 = xBF.bf(1:len,3); + +h = v1; +dh = v2 - (v2'*v1/norm(v1)^2).*v1; +dh2 = v3 - (v3'*v1/norm(v1)^2).*v1 - (v3'*dh/norm(dh)^2).*dh; + +h = h./max(h); +dh = dh./max(dh); +dh2 = dh2./max(dh2); + end \ No newline at end of file diff --git a/CanlabCore/HRF_Est_Toolbox4/.svn/text-base/Fit_Logit2.m.svn-base b/CanlabCore/HRF_Est_Toolbox4/.svn/text-base/Fit_Logit2.m.svn-base new file mode 100644 index 00000000..66ac7f39 --- /dev/null +++ b/CanlabCore/HRF_Est_Toolbox4/.svn/text-base/Fit_Logit2.m.svn-base @@ -0,0 +1,59 @@ +function [hrf, fit, e, param] = Fit_Logit2(tc, TR, Run, T, mode) +% function [hrf, fit, e, param] = Fit_Logit(tc,Run,t,mode) +% +% Fits FIR and smooth FIR model +% +% INPUTS: +% +% tc - time course +% TR - time resolution +% Runs - expermental design +% T - length of estimated HRF +% mode - deterministic or stochastic +% options: +% 0 - deterministic aproach +% 1 - simulated annealing approach +% Please note that when using simulated annealing approach you +% may need to perform some tuning before use. +% +% OUTPUTS: +% +% hrf - estimated hemodynamic response function +% fit - estimated time course +% e - residual time course +% param - estimated amplitude, height and width +% +% Created by Martin Lindquist on 10/02/09 +% Last edited: 05/31/13 (ML) + +%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% +% Fit the Logit model + +numstim = length(Run); +len = length(Run{1}); + +t=1:TR:T; + +V0 = [ 1 6 1 0.5 10 1 15]; % initial values for logit fit +V0 = repmat(V0,1,numstim); + +if (mode == 1 && numstim>1), + disp('Multi-stimulus annealing function currently not implemented. Switching to "deterministic mode"') + mode = 0; +end; + +% Estimate theta (logit parameters) + +if (mode == 1) + disp('Stochastic Mode'); + + Runs = Run{1}; + [theta,HH,C,P,hrf,fit,e,param] = Anneal_Logit(V0,t,tc,Runs); + +elseif (mode == 0) +% disp('Deterministic Mode'); + [theta, hrf, fit, e, param] = Det_Logit(V0,t,tc,Run); + +end + +end diff --git a/CanlabCore/HRF_Est_Toolbox4/.svn/text-base/Fit_sFIR.m.svn-base b/CanlabCore/HRF_Est_Toolbox4/.svn/text-base/Fit_sFIR.m.svn-base new file mode 100644 index 00000000..c71ac960 --- /dev/null +++ b/CanlabCore/HRF_Est_Toolbox4/.svn/text-base/Fit_sFIR.m.svn-base @@ -0,0 +1,75 @@ +function [hrf, fit, e, param] = Fit_sFIR(tc, TR, Run, T, mode) +% function [hrf, fit, e, param] = Fit_sFIR(tc,TR,Runs,T,mode) +% +% Fits FIR and smooth FIR model +% +% INPUTS: +% +% tc - time course +% TR - time resolution +% Runs - expermental design +% T - length of estimated HRF +% mode - FIR or smooth FIR +% options: +% 0 - standard FIR +% 1 - smooth FIR +% +% OUTPUTS: +% +% hrf - estimated hemodynamic response function +% fit - estimated time course +% e - residual time course +% param - estimated amplitude, height and width +% +% Created by Martin Lindquist on 10/02/09 +% Last edited: 05/17/13 (ML) + +numstim = length(Run); +len = length(Run{1}); +t=1:TR:T; +tlen = length(t); + +Runs = zeros(len,numstim); +for i=1:numstim, + Runs(:,i) = Run{i}; +end; + +[DX] = tor_make_deconv_mtx3(Runs,tlen,1); + +if mode == 1 + + C=(1:tlen)'*(ones(1,tlen)); + h = sqrt(1/(7/TR)); % 7 seconds smoothing - ref. Goutte + + v = 0.1; + sig = 1; + + R = v*exp(-h/2*(C-C').^2); + RI = inv(R); + MRI = zeros(numstim*tlen+1); + for i=1:numstim, + MRI(((i-1)*tlen+1):(i*tlen),((i-1)*tlen+1):(i*tlen)) = RI; + end; + + b = inv(DX'*DX+sig^2*MRI)*DX'*tc; + fit = DX*b; + e = tc - DX*b; + +elseif mode == 0 + + b = pinv(DX)*tc; + fit = DX*b; + e = tc - DX*b; + +end + + +hrf =zeros(tlen,numstim); +param = zeros(3,numstim); + +for i=1:numstim, + hrf(:,i) = b(((i-1)*tlen+1):(i*tlen))'; + param(:,i) = get_parameters2(hrf(:,i),(1:tlen)); +end; + +end \ No newline at end of file diff --git a/CanlabCore/HRF_Est_Toolbox2/Get_Logit.m b/CanlabCore/HRF_Est_Toolbox4/.svn/text-base/Get_Logit.m.svn-base similarity index 100% rename from CanlabCore/HRF_Est_Toolbox2/Get_Logit.m rename to CanlabCore/HRF_Est_Toolbox4/.svn/text-base/Get_Logit.m.svn-base diff --git a/CanlabCore/HRF_Est_Toolbox2/HMHRFest.m b/CanlabCore/HRF_Est_Toolbox4/.svn/text-base/HMHRFest.m.svn-base similarity index 100% rename from CanlabCore/HRF_Est_Toolbox2/HMHRFest.m rename to CanlabCore/HRF_Est_Toolbox4/.svn/text-base/HMHRFest.m.svn-base diff --git a/CanlabCore/HRF_Est_Toolbox4/.svn/text-base/PowerLoss.m.svn-base b/CanlabCore/HRF_Est_Toolbox4/.svn/text-base/PowerLoss.m.svn-base new file mode 100644 index 00000000..13897efa --- /dev/null +++ b/CanlabCore/HRF_Est_Toolbox4/.svn/text-base/PowerLoss.m.svn-base @@ -0,0 +1,39 @@ +function [PowLoss] = PowerLoss(modres, modfit, moddf, tc, TR, Run, alpha) +% function [PowLoss] = PowerLoss(modres, modfit, moddf, tc, TR, Run, alpha) +% +% Estimates Power-loss due to mis-modeling. +% +% INPUT: +% +% modres - residuals +% modfit - model fit +% moddf - model degrees of freedom +% tc - time course +% TR - time resolution +% Runs - expermental design +% alpha - alpha value +% +% OUTPUT: +% +% PowLoss - Estimated power loss +% +% + +len = length(tc); % length of time course +%T = round(30./TR); % length of estimated HRF +T = 30; +tstar = tinv(1-alpha,moddf); % t-threshold + +% Fit FIR model to find 'baseline' power. +[h, fit, e] = Fit_sFIR(tc,TR,Run,T,1); +s = (1/(len-T))*e'*e; +t = 1/sqrt(s*inv(fit'*fit)); +basePow = 1- nctcdf(tstar,(len-T),t); + +% Compute model power. +sig = (1/moddf)*modres'*modres; +ts = 1/sqrt(sig*inv(modfit'*modfit)); +modPow = 1- nctcdf(tstar,moddf,ts); + +% Compute 'power loss' +PowLoss = basePow - modPow; diff --git a/CanlabCore/HRF_Est_Toolbox2/Old_stuff/More_recent_old_stuff/PowerSim.m b/CanlabCore/HRF_Est_Toolbox4/.svn/text-base/PowerSim.m.svn-base similarity index 100% rename from CanlabCore/HRF_Est_Toolbox2/Old_stuff/More_recent_old_stuff/PowerSim.m rename to CanlabCore/HRF_Est_Toolbox4/.svn/text-base/PowerSim.m.svn-base diff --git a/CanlabCore/HRF_Est_Toolbox2/README.pptx b/CanlabCore/HRF_Est_Toolbox4/.svn/text-base/README.pptx.svn-base similarity index 100% rename from CanlabCore/HRF_Est_Toolbox2/README.pptx rename to CanlabCore/HRF_Est_Toolbox4/.svn/text-base/README.pptx.svn-base diff --git a/CanlabCore/HRF_Est_Toolbox2/Old_stuff/More_recent_old_stuff/ResidScan.m b/CanlabCore/HRF_Est_Toolbox4/.svn/text-base/ResidScan.m.svn-base similarity index 100% rename from CanlabCore/HRF_Est_Toolbox2/Old_stuff/More_recent_old_stuff/ResidScan.m rename to CanlabCore/HRF_Est_Toolbox4/.svn/text-base/ResidScan.m.svn-base diff --git a/CanlabCore/HRF_Est_Toolbox2/get_parameters2.m b/CanlabCore/HRF_Est_Toolbox4/.svn/text-base/get_parameters2.m.svn-base similarity index 87% rename from CanlabCore/HRF_Est_Toolbox2/get_parameters2.m rename to CanlabCore/HRF_Est_Toolbox4/.svn/text-base/get_parameters2.m.svn-base index 0ab794dd..c134ca61 100644 --- a/CanlabCore/HRF_Est_Toolbox2/get_parameters2.m +++ b/CanlabCore/HRF_Est_Toolbox4/.svn/text-base/get_parameters2.m.svn-base @@ -1,46 +1,46 @@ -function [param] = get_parameters2(hdrf,t) -% -% Find model parameters -% -% Height - h -% Time to peak - p (in time units of TR seconds) -% Width (at half peak) - w - - -% Calculate Heights and Time to peak: - -% delta = 1/(t(2)-t(1)); -% n = round(t(end)*0.6*delta) -n = round(length(t)*0.8); - -[~,p] = max(abs(hdrf(1:n))); -h = hdrf(p); - -%if (p > t(end)*0.6*delta), warning('Late time to peak'), end; -% if (p > t(end)*0.8), warning('Late time to peak'), end; - -if (h >0) - v = (hdrf >= h/2); -else - v = (hdrf <= h/2); -end; - -[~,b] = min(diff(v)); -v(b+1:end) = 0; -w = sum(v); - -cnt = p-1; -g =hdrf(2:end) - hdrf(1:(end-1)); -while((cnt > 0) && (abs(g(cnt)) <0.001)), - h = hdrf(cnt); - p = cnt; - cnt = cnt-1; -end; - - -param = zeros(3,1); -param(1) = h; -param(2) = p; -param(3) = w; - -return; +function [param] = get_parameters2(hdrf,t) +% +% Find model parameters +% +% Height - h +% Time to peak - p (in time units of TR seconds) +% Width (at half peak) - w + + +% Calculate Heights and Time to peak: + +% delta = 1/(t(2)-t(1)); +% n = round(t(end)*0.6*delta) +n = round(length(t)*0.8); + +[~,p] = max(abs(hdrf(1:n))); +h = hdrf(p); + +%if (p > t(end)*0.6*delta), warning('Late time to peak'), end; +if (p > t(end)*0.8), warning('Late time to peak'), end; + +if (h >0) + v = (hdrf >= h/2); +else + v = (hdrf <= h/2); +end; + +[~,b] = min(diff(v)); +v(b+1:end) = 0; +w = sum(v); + +cnt = p-1; +g =hdrf(2:end) - hdrf(1:(end-1)); +while((cnt > 0) && (abs(g(cnt)) <0.001)), + h = hdrf(cnt); + p = cnt; + cnt = cnt-1; +end; + + +param = zeros(3,1); +param(1) = h; +param(2) = p; +param(3) = w; + +return; diff --git a/CanlabCore/HRF_Est_Toolbox4/.svn/text-base/hrf_fit_one_voxel.m.svn-base b/CanlabCore/HRF_Est_Toolbox4/.svn/text-base/hrf_fit_one_voxel.m.svn-base new file mode 100644 index 00000000..dfc0fe04 --- /dev/null +++ b/CanlabCore/HRF_Est_Toolbox4/.svn/text-base/hrf_fit_one_voxel.m.svn-base @@ -0,0 +1,78 @@ +function [h param] = hrf_fit_one_voxel(tc,TR,Runc,T,method,mode) +% function [h, fit, e, param] = hrf_fit_one_voxel(tc,TR,Runc,T,type,mode) +% +% HRF estimation function for a single voxel; +% +% Implemented methods include: IL-model (Deterministic/Stochastic), FIR +% (Regular/Smooth), and HRF (Canonical/+ temporal/+ temporal & dispersion) +% +% INPUTS: +% +% tc - time course +% TR - time resolution +% Runs - expermental design +% T - length of estimated HRF +% type - Model type +% mode - Mode +% +% Options: p=1 - only canonical HRF +% p=2 - canonical + temporal derivative +% p=3 - canonical + time and dispersion derivative +% +% OUTPUTS: +% +% hrf - estimated hemodynamic response function +% fit - estimated time course +% e - residual time course +% param - estimated amplitude, height and width +% +% Created by Martin Lindquist on 04/11/14 + + + +if (strcmp(method,'IL')), + +%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% +% Fit HRF using IL-function + +% Choose mode (deterministic/stochastic) + +% mode = 0; % 0 - deterministic aproach + % 1 - simulated annealing approach + % Please note that when using simulated annealing approach you + % may need to perform some tuning before use. + + [h, fit, e, param] = Fit_Logit2(tc,TR,Runc,T,mode); + param(2:3) = param(2:3).*TR; + + +elseif (strcmp(method,'FIR')), + +%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% +% Fit HRF using FIR-model + +% Choose mode (FIR/sFIR) + +% mode = 1; % 0 - FIR + % 1 - smooth FIR + + [h, fit, e, param] = Fit_sFIR(tc,TR,Runc,T,mode); + param(2:3) = param(2:3).*TR; + + +elseif (strcmp(method,'CHRF')), + +%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% +% Fit HRF using Canonical HRF + 2 derivatives + +% mode = 0; % 0 - HRF + % 1 - HRF + temporal derivative + % 2 - HRF + temporal and dispersion derivative + + p = mode + 1; + [h, fit, e, param] = Fit_Canonical_HRF(tc,TR,Runc,T,p); + param(2:3) = param(2:3).*TR; + +else + warning('Incorrect Model Type. Use IL, FIR or CHRF'); +end diff --git a/CanlabCore/HRF_Est_Toolbox2/Old_stuff/More_recent_old_stuff/ilogit.m b/CanlabCore/HRF_Est_Toolbox4/.svn/text-base/ilogit.m.svn-base similarity index 100% rename from CanlabCore/HRF_Est_Toolbox2/Old_stuff/More_recent_old_stuff/ilogit.m rename to CanlabCore/HRF_Est_Toolbox4/.svn/text-base/ilogit.m.svn-base diff --git a/CanlabCore/HRF_Est_Toolbox2/Old_stuff/More_recent_old_stuff/timecourse.mat b/CanlabCore/HRF_Est_Toolbox4/.svn/text-base/timecourse.mat.svn-base similarity index 100% rename from CanlabCore/HRF_Est_Toolbox2/Old_stuff/More_recent_old_stuff/timecourse.mat rename to CanlabCore/HRF_Est_Toolbox4/.svn/text-base/timecourse.mat.svn-base diff --git a/CanlabCore/HRF_Est_Toolbox4/AIC_all.m b/CanlabCore/HRF_Est_Toolbox4/AIC_all.m new file mode 100644 index 00000000..69d19544 --- /dev/null +++ b/CanlabCore/HRF_Est_Toolbox4/AIC_all.m @@ -0,0 +1,44 @@ +function [AICvalue] = AIC_all(modRes, num_vox, num_time, k) +%function [PowLoss] = PowerLoss_all(modRes, modFit, moddf, TC, TR, Runc, alpha, Z) + + +% function [PowLoss] = PowerLoss(modres, modfit, moddf, tc, TR, Run, alpha) +% +% Estimates Power-loss due to mis-modeling. +% +% INPUT: +% +% modRes - residuals (voxels x time course) +% modFit - model fit (voxels x time course) +% moddf - model degrees of freedom +% fullRes - residuals for full model (voxels x time course) +% fullFit - model fit for full model (voxels x time course) +% fulldf - model degrees of freedom for full model +% TR - time resolution +% num_vox - number of voxels +% num_time - number of volumes +% alpha - alpha value +% +% OUTPUT: +% +% PowLoss - Estimated power loss +% +% + + +AICvalue = zeros(num_vox,1); + + + +% Fit FIR model to find 'baseline' power. +%[h, fit, e] = Fit_sFIR(tc,TR,Run,T,1); +%[~, Fit, Resid, ~, ~] = Fit_sFIR_all(TC, TR, Runc, 30, 0, Z); + + +for v=1:num_vox + + mres = modRes(v,:)'; + s = (1/(num_time - k))*(mres')*mres; + AICvalue(v) = 2*k + num_time*log(2*pi) + num_time*log(s^2) + (1/s^2)*(mres')*mres; + +end diff --git a/CanlabCore/HRF_Est_Toolbox2/Anneal_Logit.m b/CanlabCore/HRF_Est_Toolbox4/Anneal_Logit.m similarity index 96% rename from CanlabCore/HRF_Est_Toolbox2/Anneal_Logit.m rename to CanlabCore/HRF_Est_Toolbox4/Anneal_Logit.m index 2e8c8168..cfd2365d 100644 --- a/CanlabCore/HRF_Est_Toolbox2/Anneal_Logit.m +++ b/CanlabCore/HRF_Est_Toolbox4/Anneal_Logit.m @@ -1,127 +1,127 @@ -function [theta,HH,C,P,hrf,fit,e,param] = Anneal_Logit(theta0,t,tc,Run) -% -% [theta,HH,C,P] = Anneal_Logit(theta0,t,tc,Run) -% -% Estimate inverse logit (IL) HRF model using Simulated Annealing -% Creates fitted curve - 3 logistic functions to be summed together - from parameter estimates -% -% INPUT: theta0, t, tc, Run -% Run = stick function -% tc = time course -% t = vector of time points -% theta0 = initial value for the parameter vector -% -% By Martin Lindquist and Tor Wager -% Edited 12/12/06 -% - -%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% -% -% Initial values - -iter = 15000; % Number of iterations -theta = theta0; % Set initial value for the parameter vector -h0 = cost(theta0,t,tc,Run); % Calculate cost of initial estimate -LB = [0.05, 1, 0, 0.05, 5, 0, 10]; % Lower bounds for parameters -UB = [10, 15, 5, 10, 15, 5, 30]; % Upper bounds for parameters - -% -% These values may need tweaking depending on the individual situation. -% - -r1= 0.001; % A parameters -r1b= 0.001; % A parameters -r2 = 0.05; % T parameters -r3 = 0.001; % delta parameters - -t1 = [1 4]; -t1b = [6]; -t2 = [2 5 7]; -t3 = [3]; - -%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% - -u = zeros(1,7); - -HH = zeros(1+iter,7); % Keep track of theta_i -HH(1,:) = theta0; -P = zeros(1+iter,1); -C = zeros(1+iter,1); % Keep track of the cost function -C(1) = h0; - -cnt = 0; -for i=1:iter, - - T = 100/log(1+i); %Temperature function (may require tweaking) - th = zeros(1,7); - ind = 0; - - % Choose a new candidate solution theta_{i+1}, based on a random perturbation of the current solution of theta_{i}. - % Check new parameters are within accepted bounds - while ( (sum((LB-th)>0) + sum((th-UB)>0)) > 0), - - % Perturb solution - - u(t1) = normrnd(0,r1,1,2); - u(t1b) = normrnd(0,r1b,1,1); - u(t2) = normrnd(0,r2,1,3); - u(t3) = normrnd(0,r3,1,1); - - % Update solution - th = theta + u; - ind = ind + 1; - - if(ind > 500), - warning('stuck!'); - return; - end; - end; - - h = cost(th,t,tc,Run); - C(i+1) = h; - delta = h - h0; - - % Determine whether to update the parameter vector. - if (unifrnd(0,1) < min(exp(-delta/T),1)), - theta = th; - h0=h; - cnt = cnt+1; - end; - - HH(i+1,:) = theta; - P(i+1) = min(exp(-delta/T),1); - -end; - -%cnt/iter - -[a,b] = min(C); -theta = HH(b,:); -%h - - -% Additional outputs -%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% -% Get HRF for final model -if nargout > 4 - hrf = Get_Logit(theta(1:7),t); % Calculate HRF estimate (fit, given theta) -end - -%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% -% Convolve HRF and stick function -if nargout > 5 - len = length(Run); - fit = conv(Run, hrf); - fit = fit(1:len); - e = tc - fit; -end - -if nargout > 7 -% [param] = get_parameters_logit(hrf,t,theta); - param = get_parameters2(hrf,t); -end - -%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% - - -return +function [theta,HH,C,P,hrf,fit,e,param] = Anneal_Logit(theta0,t,tc,Run) +% +% [theta,HH,C,P] = Anneal_Logit(theta0,t,tc,Run) +% +% Estimate inverse logit (IL) HRF model using Simulated Annealing +% Creates fitted curve - 3 logistic functions to be summed together - from parameter estimates +% +% INPUT: theta0, t, tc, Run +% Run = stick function +% tc = time course +% t = vector of time points +% theta0 = initial value for the parameter vector +% +% By Martin Lindquist and Tor Wager +% Edited 12/12/06 +% + +%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% +% +% Initial values + +iter = 15000; % Number of iterations +theta = theta0; % Set initial value for the parameter vector +h0 = cost(theta0,t,tc,Run); % Calculate cost of initial estimate +LB = [0.05, 1, 0, 0.05, 5, 0, 10]; % Lower bounds for parameters +UB = [10, 15, 5, 10, 15, 5, 30]; % Upper bounds for parameters + +% +% These values may need tweaking depending on the individual situation. +% + +r1= 0.001; % A parameters +r1b= 0.001; % A parameters +r2 = 0.05; % T parameters +r3 = 0.001; % delta parameters + +t1 = [1 4]; +t1b = [6]; +t2 = [2 5 7]; +t3 = [3]; + +%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% + +u = zeros(1,7); + +HH = zeros(1+iter,7); % Keep track of theta_i +HH(1,:) = theta0; +P = zeros(1+iter,1); +C = zeros(1+iter,1); % Keep track of the cost function +C(1) = h0; + +cnt = 0; +for i=1:iter, + + T = 100/log(1+i); %Temperature function (may require tweaking) + th = zeros(1,7); + ind = 0; + + % Choose a new candidate solution theta_{i+1}, based on a random perturbation of the current solution of theta_{i}. + % Check new parameters are within accepted bounds + while ( (sum((LB-th)>0) + sum((th-UB)>0)) > 0), + + % Perturb solution + + u(t1) = normrnd(0,r1,1,2); + u(t1b) = normrnd(0,r1b,1,1); + u(t2) = normrnd(0,r2,1,3); + u(t3) = normrnd(0,r3,1,1); + + % Update solution + th = theta + u; + ind = ind + 1; + + if(ind > 500), + warning('stuck!'); + return; + end; + end; + + h = cost(th,t,tc,Run); + C(i+1) = h; + delta = h - h0; + + % Determine whether to update the parameter vector. + if (unifrnd(0,1) < min(exp(-delta/T),1)), + theta = th; + h0=h; + cnt = cnt+1; + end; + + HH(i+1,:) = theta; + P(i+1) = min(exp(-delta/T),1); + +end; + +%cnt/iter + +[a,b] = min(C); +theta = HH(b,:); +%h + + +% Additional outputs +%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% +% Get HRF for final model +if nargout > 4 + hrf = Get_Logit(theta(1:7),t); % Calculate HRF estimate (fit, given theta) +end + +%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% +% Convolve HRF and stick function +if nargout > 5 + len = length(Run); + fit = conv(Run, hrf); + fit = fit(1:len); + e = tc - fit; +end + +if nargout > 7 +% [param] = get_parameters_logit(hrf,t,theta); + param = get_parameters2(hrf,t); +end + +%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% + + +return diff --git a/CanlabCore/HRF_Est_Toolbox2/Det_Logit.m b/CanlabCore/HRF_Est_Toolbox4/Det_Logit.m similarity index 96% rename from CanlabCore/HRF_Est_Toolbox2/Det_Logit.m rename to CanlabCore/HRF_Est_Toolbox4/Det_Logit.m index 18653eb0..06c91779 100644 --- a/CanlabCore/HRF_Est_Toolbox2/Det_Logit.m +++ b/CanlabCore/HRF_Est_Toolbox4/Det_Logit.m @@ -1,116 +1,116 @@ -function [VM, hrf, fit, e, param] = Det_Logit(V0,t,tc,Run) -% -% [VM, h, fit, e, param] = Det_Logit_allstim(V0,t,tc,Run) -% -% Estimate inverse logit (IL) HRF model -% Creates fitted curve - 3 logistic functions to be summed together - from parameter estimates -% -% INPUT: V0, t, tc, Run -% Run = stick function -% tc = time course -% t = vector of time points -% V0 = initial value for the parameter vector -% -% By Martin Lindquist, Christian Waugh and Tor Wager -% Created by Martin Lindquist on 10/02/09 -% Last edited: 05/26/10 (ML) - - -numstim = length(Run); -len = length(Run{1}); - -% LB = [0.05, 1, 0, 0.05, 4, 0, 10]; % Lower bounds for parameters -% UB = [10, 15, 10, 10, 15, 5, 50]; % Upper bounds for parameters -% LB = repmat(LB, 1, numstim); -% UB = repmat(UB, 1, numstim); - -% Remove intercept - -%b0 = pinv(ones(length(tc),1))*tc; -%tc = tc - b0; - -% Find optimal values - -options = optimset('MaxFunEvals',10000,'Maxiter',10000,'TolX',1e-6,'TolFun',1e-6,'Display','off'); - -%VM = fminsearchbnd(@cost_allstim, V0, LB,UB,options,t,tc,Run); -VM = fminsearch(@msq_logit,V0,options,Run,t,tc); - -% Use optimal values to fit hemodynamic response functions -hrf =zeros(length(t),numstim); -fitt = zeros(len,numstim); -param = zeros(3,numstim); - -for g = 1:numstim - hrf(:,g) = il_hdmf_tw2(t,VM(((g-1)*7+1):(g*7))); % Calculate HRF estimate (fit, given theta) - param(:,g) = get_parameters2(hrf(:,g),t); - fits(:,g) = conv(Run{g}, hrf(:,g)); - fitt(:,g) = fits(1:len,g); -end - -fit = sum(fitt,2); -e = tc-fit; -%fit = fit + b0; - -end - -%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% -% -% SUBFUNCTIONS -% -%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% - -function m=msq_logit(V,Run, t, tc) - -numstim = length(Run); -len = length(Run{1}); -h = zeros(length(t),numstim); -yhatt =zeros(len,numstim); - -for k = 1:numstim - h(:,k) = il_hdmf_tw2(t,V(((k-1)*7+1):(k*7))); % Get IL model corresponding to parameters V - yhat(:,k) = conv(Run{k}, h(:,k)); % Convolve IL model with stick function - yhatt(:,k) = yhat(1:len,k); -end - -yhat2 = sum(yhatt,2); %Sum models together to get overall estimate - -m = sum((tc-yhat2).^2); % Calculate cost function - -end - -%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% - -function [h,base] = il_hdmf_tw2(t,V) -% inverse logit -- creates fitted curve from parameter estimates -% -% t = vector of time points -% V = parameters - -% 3 logistic functions to be summed together -base = zeros(length(t),3); -A1 = V(1); -T1 = V(2); -d1 = V(3); -A2 = V(4); -T2 = V(5); -A3 = V(6); -T3 = V(7); -d2 = -d1*(ilogit(A1*(1-T1)) - ilogit(A3*(1-T3)))/(ilogit(A2*(1-T2)) + ilogit(A3*(1-T3))); -d3 = abs(d2)-abs(d1); - -base(:,1)= d1*ilogit(A1*(t-T1))'; -base(:,2)= d2*ilogit(A2*(t-T2))'; -base(:,3)= d3*ilogit(A3*(t-T3))'; -h = sum(base,2)'; - -end - -%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% - -function [L] = ilogit(t) -L = exp(t)./(1+exp(t)); -end - -%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% -%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% +function [VM, hrf, fit, e, param] = Det_Logit(V0,t,tc,Run) +% +% [VM, h, fit, e, param] = Det_Logit_allstim(V0,t,tc,Run) +% +% Estimate inverse logit (IL) HRF model +% Creates fitted curve - 3 logistic functions to be summed together - from parameter estimates +% +% INPUT: V0, t, tc, Run +% Run = stick function +% tc = time course +% t = vector of time points +% V0 = initial value for the parameter vector +% +% By Martin Lindquist, Christian Waugh and Tor Wager +% Created by Martin Lindquist on 10/02/09 +% Last edited: 05/26/10 (ML) + + +numstim = length(Run); +len = length(Run{1}); + +% LB = [0.05, 1, 0, 0.05, 4, 0, 10]; % Lower bounds for parameters +% UB = [10, 15, 10, 10, 15, 5, 50]; % Upper bounds for parameters +% LB = repmat(LB, 1, numstim); +% UB = repmat(UB, 1, numstim); + +% Remove intercept + +%b0 = pinv(ones(length(tc),1))*tc; +%tc = tc - b0; + +% Find optimal values + +options = optimset('MaxFunEvals',10000,'Maxiter',10000,'TolX',1e-6,'TolFun',1e-6,'Display','off'); + +%VM = fminsearchbnd(@cost_allstim, V0, LB,UB,options,t,tc,Run); +VM = fminsearch(@msq_logit,V0,options,Run,t,tc); + +% Use optimal values to fit hemodynamic response functions +hrf =zeros(length(t),numstim); +fitt = zeros(len,numstim); +param = zeros(3,numstim); + +for g = 1:numstim + hrf(:,g) = il_hdmf_tw2(t,VM(((g-1)*7+1):(g*7))); % Calculate HRF estimate (fit, given theta) + param(:,g) = get_parameters2(hrf(:,g),t); + fits(:,g) = conv(Run{g}, hrf(:,g)); + fitt(:,g) = fits(1:len,g); +end + +fit = sum(fitt,2); +e = tc-fit; +%fit = fit + b0; + +end + +%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% +% +% SUBFUNCTIONS +% +%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% + +function m=msq_logit(V,Run, t, tc) + +numstim = length(Run); +len = length(Run{1}); +h = zeros(length(t),numstim); +yhatt =zeros(len,numstim); + +for k = 1:numstim + h(:,k) = il_hdmf_tw2(t,V(((k-1)*7+1):(k*7))); % Get IL model corresponding to parameters V + yhat(:,k) = conv(Run{k}, h(:,k)); % Convolve IL model with stick function + yhatt(:,k) = yhat(1:len,k); +end + +yhat2 = sum(yhatt,2); %Sum models together to get overall estimate + +m = sum((tc-yhat2).^2); % Calculate cost function + +end + +%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% + +function [h,base] = il_hdmf_tw2(t,V) +% inverse logit -- creates fitted curve from parameter estimates +% +% t = vector of time points +% V = parameters + +% 3 logistic functions to be summed together +base = zeros(length(t),3); +A1 = V(1); +T1 = V(2); +d1 = V(3); +A2 = V(4); +T2 = V(5); +A3 = V(6); +T3 = V(7); +d2 = -d1*(ilogit(A1*(1-T1)) - ilogit(A3*(1-T3)))/(ilogit(A2*(1-T2)) + ilogit(A3*(1-T3))); +d3 = abs(d2)-abs(d1); + +base(:,1)= d1*ilogit(A1*(t-T1))'; +base(:,2)= d2*ilogit(A2*(t-T2))'; +base(:,3)= d3*ilogit(A3*(t-T3))'; +h = sum(base,2)'; + +end + +%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% + +function [L] = ilogit(t) +L = exp(t)./(1+exp(t)); +end + +%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% +%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% diff --git a/CanlabCore/HRF_Est_Toolbox2/Example.m b/CanlabCore/HRF_Est_Toolbox4/Example.m similarity index 96% rename from CanlabCore/HRF_Est_Toolbox2/Example.m rename to CanlabCore/HRF_Est_Toolbox4/Example.m index 59ea476b..a508229d 100644 --- a/CanlabCore/HRF_Est_Toolbox2/Example.m +++ b/CanlabCore/HRF_Est_Toolbox4/Example.m @@ -1,298 +1,298 @@ -%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% -% -% Example code for estimating the HRF using the Inverse-Logit Model, a -% Finte Impluse Response Model and the Canonical HRF with 2 derivatives. -% Also the code illustrates our code for detecting model misspecification. -% -% By Martin Lindquist and Tor Wager -% Created 10/02/09 -% Last edited 03/12/23 -% 03/12/23 - Added Logit model -% -%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% - - -%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% -% -% Load time course -% - -addpath('/Users/martinlindquist/Dropbox/fdaM/Matlabfunctions') - -mypath = which('ilogit'); -if isempty(mypath), error('Cannot find directory with ilogit.m and other functions. Not on path?'); end -[mydir] = fileparts(mypath) - -load(fullfile(mydir,'timecourse')) - -tc = (tc- mean(tc))/std(tc); -len = length(tc); - - -%% Or: create your own -[xBF] = spm_get_bf(struct('dt', .5, 'name', 'hrf (with time and dispersion derivatives)', 'length', 32)); -clear Xtrue -for i = 1:1, xx = conv(xBF.bf(:,i), [1 1 1 1 1 1 ]'); - Xtrue(:, i) = xx(1:66); -end -for i = 2:3, xx = conv(xBF.bf(:,i), [1 1]'); - Xtrue(:, i) = xx(1:66); -end -hrf = Xtrue * [1 .3 .2]'; -xsecs = 0:.5:32; - -hrf = [ 0; 0; hrf]; -hrf = hrf(1:length(xsecs)); -hrf = hrf ./ max(hrf); -figure; plot(xsecs, hrf, 'k') -%hrf = hrf(1:4:end); % downsample to TR, if TR is > 0.5 - -b = 1; -R = randperm(640); R = sort(R(1:36)); -Run = zeros(640,1); -for i=1:length(R), Run(R(i)) = 1; end -true_sig = b*conv(Run, hrf); -true_sig = true_sig(1:640); - -tc_noise = noise_arp(640, [.3 0]); -tc = true_sig + 0.5 * tc_noise; -% tc = true_sig; -%figure; plot(tc); - - -Runc{1} = Run; - -%% - -create_figure; subplot(3,1,1); han = plot(tc); -title('Sample time course'); drawnow - - -%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% -% -% Settings -% - -TR = 0.5; -%T = round(30/TR); -T = 30; -t = 1:TR:T; % samples at which to get Logit HRF Estimate -FWHM = 4; % FWHM for residual scan -pval = 0.01; -df = 600; -alpha = 0.001; - -%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% -% -% Create stick function (sample event onsets) -% Variable R contains onset times -% Variable Run contains stick (a.k.a. delta or indicator) function - -% R = [3, 21, 56, 65, 109, 126, 163, 171, 216, 232, 269, 282, 323, 341, 376, 385, 429, 446, 483, 491, 536, 552, 589, 602]; -% Run = zeros(640,1); -% for i=1:length(R), Run(R(i)) = 1; end; -% - -try - hold on; - hh = plot_onsets(R,'k',-3,1, 1); - drawnow -catch - disp('Couldn''t find function to add onset sticks to plot. Skipping.') -end - -%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% -% Fit HRF using IL-function - -% Choose mode (deterministic/stochastic) - -mode = 0; % 0 - deterministic aproach - % 1 - simulated annealing approach - % Please note that when using simulated annealing approach you - % may need to perform some tuning before use. - -[h1, fit1, e1, param] = Fit_Logit2(tc,TR,Runc,T,mode); -[pv sres sres_ns1] = ResidScan(e1, FWHM); -[PowLoss1] = PowerLoss(e1, fit1, (len-7) , tc, TR, Runc, alpha); - -hold on; han(2) = plot(fit1,'r'); - -disp('Summary: IL_function'); - -disp('Amplitude:'); disp(param(1)); -disp('Time-to-peak:'); disp(param(2)*TR); -disp('Width:'); disp(param(3)*TR); - -disp('MSE:'); disp((1/(len-1)*sum(e1.^2))); -disp('Mis-modeling:'); disp(pv); -disp('Power Loss:'); disp(PowLoss1); - -%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% -% Fit HRF using FIR-model - -% Choose mode (FIR/sFIR) - -mode = 1; % 0 - FIR - % 1 - smooth FIR - -[h2, fit2, e2, param] = Fit_sFIR(tc,TR,Runc,T,mode); -[pv sres sres_ns2] = ResidScan(e2, FWHM); -[PowLoss2] = PowerLoss(e2, fit2, (len-T) , tc, TR, Runc, alpha); - -hold on; han(3) = plot(fit2,'g'); - -disp('Summary: FIR'); - -disp('Amplitude'); disp(param(1)); -disp('Time-to-peak'); disp(param(2)*TR); -disp('Width'); disp(param(3)*TR); - -disp('MSE:'); disp((1/(len-1)*sum(e2.^2))); -disp('Mis-modeling'); disp(pv); -disp('Power Loss:'); disp(PowLoss2); - -%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% -% Fit HRF using Canonical HRF + 2 derivatives - -p=1; - -[h3, fit3, e3, param, info] = Fit_Canonical_HRF(tc,TR,Runc,30,p); -[pv sres sres_ns3] = ResidScan(e3, FWHM); -[PowLoss3] = PowerLoss(e3, fit3, (len-p) , tc, TR, Runc, alpha); - -hold on; han(4) = plot(fit3,'m'); - -legend(han,{'Data' 'IL' 'sFIR' 'DD'}) - - -disp('Summary: Canonical + 2 derivatives'); - -disp('Amplitude'); disp(param(1)); -disp('Time-to-peak'); disp(param(2)*TR); -disp('Width'); disp(param(3)*TR); - -disp('MSE:'); disp((1/(len-1)*sum(e3.^2))); -disp('Mis-modeling'); disp(pv); -disp('Power Loss:'); disp(PowLoss3); - - -%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% -% Fit HRF using B-splies - -[h4, fit4, e4, param] = Fit_Spline(tc, TR, Runc, 30); -[pv sres sres_ns4] = ResidScan(e4, FWHM); -[PowLoss4] = PowerLoss(e4, fit4, (len-p) , tc, TR, Runc, alpha); - -hold on; han(5) = plot(fit4,'m'); - -legend(han,{'Data' 'IL' 'sFIR' 'DD' 'Spline'}) - - -disp('Summary: B-spline'); - -disp('Amplitude'); disp(param(1)); -disp('Time-to-peak'); disp(param(2)*TR); -disp('Width'); disp(param(3)*TR); - -disp('MSE:'); disp((1/(len-1)*sum(e4.^2))); -disp('Mis-modeling'); disp(pv); -disp('Power Loss:'); disp(PowLoss4); - - - -%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% -% Fit HRF using non-linear gamma function - -[h5, fit5, e5, param] = Fit_NLgamma(tc, TR, Runc, 30); -[pv sres sres_ns5] = ResidScan(e5, FWHM); -[PowLoss5] = PowerLoss(e5, fit5, (len-p) , tc, TR, Runc, alpha); - -hold on; han(6) = plot(fit5,'y'); - -legend(han,{'Data' 'IL' 'sFIR' 'DD' 'Spline' 'NL'}) - - -disp('Summary: Non-linear gamma'); - -disp('Amplitude'); disp(param(1)); -disp('Time-to-peak'); disp(param(2)*TR); -disp('Width'); disp(param(3)*TR); - -disp('MSE:'); disp((1/(len-1)*sum(e5.^2))); -disp('Mis-modeling'); disp(pv); -disp('Power Loss:'); disp(PowLoss5); - -%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% - -%figure; -%% - -subplot(3,2,5); hold on; -plot(xsecs, hrf, 'k') -xsecs1 = xsecs(1:length(h1)); -han2 = plot(xsecs1, h1,'r'); -xsecs2 = xsecs(1:length(h2)); -han2(2) = plot(xsecs2, h2,'g'); -xsecs3 = xsecs(1:length(h3)); -han2(3) = plot(xsecs3, h3,'m'); -xsecs4 = xsecs(1:length(h4)); -han2(4) = plot(xsecs4, h4,'b'); -xsecs5 = xsecs(1:length(h5)); -han2(5) = plot(xsecs5, h5,'y'); -legend(han2,{'IL' 'sFIR' 'DD' 'Spline' 'NL'}) -title('Estimated HRF'); - - -subplot(3,1,2); hold on; -hh = plot_onsets(R,'k',-3,1); -drawnow - -han3 = plot(sres_ns1,'r'); -hold on; han3(2) = plot(sres_ns2,'g'); -hold on; han3(3) = plot(sres_ns3,'m'); -hold on; han3(4) = plot(sres_ns4,'b'); -hold on; han3(5) = plot(sres_ns5,'y'); -hold on; plot((1:len),zeros(len,1),'--k'); -legend(han3,{'IL' 'sFIR' 'DD' 'Spline' 'NL'}) -title('Mis-modeling (time course)'); - - -subplot(3,2,6); hold on; - -[s1] = Fit_sFIR(sres_ns1,TR,Runc,T,0); -[s2] = Fit_sFIR(sres_ns2,TR,Runc,T,0); -[s3] = Fit_sFIR(sres_ns3,TR,Runc,T,0); -[s4] = Fit_sFIR(sres_ns4,TR,Runc,T,0); -[s5] = Fit_sFIR(sres_ns5,TR,Runc,T,0); - -han4 = plot(s1(1:T),'r'); -hold on; han4(2) = plot(s2(1:T),'g'); -hold on; han4(3) = plot(s3(1:T),'m'); -hold on; han4(4) = plot(s4(1:T),'b'); -hold on; han4(5) = plot(s5(1:T),'y'); -hold on; plot((1:T),zeros(T,1),'--k'); -legend(han4,{'IL' 'sFIR' 'DD' 'Spline' 'NL'}) -title('Mis-modeling (HRF)'); - - -%% - - -figure; hold on; - -plot(xsecs, b*hrf, '--k', 'LineWidth', 2) - -xsecs1 = xsecs(1:length(h1)); -han2 = plot(xsecs1, h1,'r', 'LineWidth', 2); -xsecs2 = xsecs(1:length(h2)); -han2(2) = plot(xsecs2, h2,'g', 'LineWidth', 2); -xsecs3 = xsecs(1:length(h3)); -han2(3) = plot(xsecs3, h3,'m', 'LineWidth', 2); -xsecs4 = xsecs(1:length(h4)); -han2(4) = plot(xsecs4, h4,'b', 'LineWidth', 2); -xsecs5 = xsecs(1:length(h5)); -han2(5) = plot(xsecs5, h5,'y', 'LineWidth', 2); - -legend(han2,{'IL' 'sFIR' 'DD' 'Spline' 'NL'}) -title('Estimated HRF'); - +%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% +% +% Example code for estimating the HRF using the Inverse-Logit Model, a +% Finte Impluse Response Model and the Canonical HRF with 2 derivatives. +% Also the code illustrates our code for detecting model misspecification. +% +% By Martin Lindquist and Tor Wager +% Created 10/02/09 +% Last edited 03/12/23 +% 03/12/23 - Added Logit model +% +%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% + + +%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% +% +% Load time course +% + +addpath('/Users/martinlindquist/Dropbox/fdaM/Matlabfunctions') + +mypath = which('ilogit'); +if isempty(mypath), error('Cannot find directory with ilogit.m and other functions. Not on path?'); end +[mydir] = fileparts(mypath) + +load(fullfile(mydir,'timecourse')) + +tc = (tc- mean(tc))/std(tc); +len = length(tc); + + +%% Or: create your own +[xBF] = spm_get_bf(struct('dt', .5, 'name', 'hrf (with time and dispersion derivatives)', 'length', 32)); +clear Xtrue +for i = 1:1, xx = conv(xBF.bf(:,i), [1 1 1 1 1 1 ]'); + Xtrue(:, i) = xx(1:66); +end +for i = 2:3, xx = conv(xBF.bf(:,i), [1 1]'); + Xtrue(:, i) = xx(1:66); +end +hrf = Xtrue * [1 .3 .2]'; +xsecs = 0:.5:32; + +hrf = [ 0; 0; hrf]; +hrf = hrf(1:length(xsecs)); +hrf = hrf ./ max(hrf); +figure; plot(xsecs, hrf, 'k') +%hrf = hrf(1:4:end); % downsample to TR, if TR is > 0.5 + +b = 1; +R = randperm(640); R = sort(R(1:36)); +Run = zeros(640,1); +for i=1:length(R), Run(R(i)) = 1; end +true_sig = b*conv(Run, hrf); +true_sig = true_sig(1:640); + +tc_noise = noise_arp(640, [.3 0]); +tc = true_sig + 0.5 * tc_noise; +% tc = true_sig; +%figure; plot(tc); + + +Runc{1} = Run; + +%% + +create_figure; subplot(3,1,1); han = plot(tc); +title('Sample time course'); drawnow + + +%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% +% +% Settings +% + +TR = 0.5; +%T = round(30/TR); +T = 30; +t = 1:TR:T; % samples at which to get Logit HRF Estimate +FWHM = 4; % FWHM for residual scan +pval = 0.01; +df = 600; +alpha = 0.001; + +%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% +% +% Create stick function (sample event onsets) +% Variable R contains onset times +% Variable Run contains stick (a.k.a. delta or indicator) function + +% R = [3, 21, 56, 65, 109, 126, 163, 171, 216, 232, 269, 282, 323, 341, 376, 385, 429, 446, 483, 491, 536, 552, 589, 602]; +% Run = zeros(640,1); +% for i=1:length(R), Run(R(i)) = 1; end; +% + +try + hold on; + hh = plot_onsets(R,'k',-3,1, 1); + drawnow +catch + disp('Couldn''t find function to add onset sticks to plot. Skipping.') +end + +%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% +% Fit HRF using IL-function + +% Choose mode (deterministic/stochastic) + +mode = 0; % 0 - deterministic aproach + % 1 - simulated annealing approach + % Please note that when using simulated annealing approach you + % may need to perform some tuning before use. + +[h1, fit1, e1, param] = Fit_Logit2(tc,TR,Runc,T,mode); +[pv sres sres_ns1] = ResidScan(e1, FWHM); +[PowLoss1] = PowerLoss(e1, fit1, (len-7) , tc, TR, Runc, alpha); + +hold on; han(2) = plot(fit1,'r'); + +disp('Summary: IL_function'); + +disp('Amplitude:'); disp(param(1)); +disp('Time-to-peak:'); disp(param(2)*TR); +disp('Width:'); disp(param(3)*TR); + +disp('MSE:'); disp((1/(len-1)*sum(e1.^2))); +disp('Mis-modeling:'); disp(pv); +disp('Power Loss:'); disp(PowLoss1); + +%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% +% Fit HRF using FIR-model + +% Choose mode (FIR/sFIR) + +mode = 1; % 0 - FIR + % 1 - smooth FIR + +[h2, fit2, e2, param] = Fit_sFIR(tc,TR,Runc,T,mode); +[pv sres sres_ns2] = ResidScan(e2, FWHM); +[PowLoss2] = PowerLoss(e2, fit2, (len-T) , tc, TR, Runc, alpha); + +hold on; han(3) = plot(fit2,'g'); + +disp('Summary: FIR'); + +disp('Amplitude'); disp(param(1)); +disp('Time-to-peak'); disp(param(2)*TR); +disp('Width'); disp(param(3)*TR); + +disp('MSE:'); disp((1/(len-1)*sum(e2.^2))); +disp('Mis-modeling'); disp(pv); +disp('Power Loss:'); disp(PowLoss2); + +%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% +% Fit HRF using Canonical HRF + 2 derivatives + +p=1; + +[h3, fit3, e3, param, info] = Fit_Canonical_HRF(tc,TR,Runc,30,p); +[pv sres sres_ns3] = ResidScan(e3, FWHM); +[PowLoss3] = PowerLoss(e3, fit3, (len-p) , tc, TR, Runc, alpha); + +hold on; han(4) = plot(fit3,'m'); + +legend(han,{'Data' 'IL' 'sFIR' 'DD'}) + + +disp('Summary: Canonical + 2 derivatives'); + +disp('Amplitude'); disp(param(1)); +disp('Time-to-peak'); disp(param(2)*TR); +disp('Width'); disp(param(3)*TR); + +disp('MSE:'); disp((1/(len-1)*sum(e3.^2))); +disp('Mis-modeling'); disp(pv); +disp('Power Loss:'); disp(PowLoss3); + + +%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% +% Fit HRF using B-splies + +[h4, fit4, e4, param] = Fit_Spline(tc, TR, Runc, 30); +[pv sres sres_ns4] = ResidScan(e4, FWHM); +[PowLoss4] = PowerLoss(e4, fit4, (len-p) , tc, TR, Runc, alpha); + +hold on; han(5) = plot(fit4,'m'); + +legend(han,{'Data' 'IL' 'sFIR' 'DD' 'Spline'}) + + +disp('Summary: B-spline'); + +disp('Amplitude'); disp(param(1)); +disp('Time-to-peak'); disp(param(2)*TR); +disp('Width'); disp(param(3)*TR); + +disp('MSE:'); disp((1/(len-1)*sum(e4.^2))); +disp('Mis-modeling'); disp(pv); +disp('Power Loss:'); disp(PowLoss4); + + + +%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% +% Fit HRF using non-linear gamma function + +[h5, fit5, e5, param] = Fit_NLgamma(tc, TR, Runc, 30); +[pv sres sres_ns5] = ResidScan(e5, FWHM); +[PowLoss5] = PowerLoss(e5, fit5, (len-p) , tc, TR, Runc, alpha); + +hold on; han(6) = plot(fit5,'y'); + +legend(han,{'Data' 'IL' 'sFIR' 'DD' 'Spline' 'NL'}) + + +disp('Summary: Non-linear gamma'); + +disp('Amplitude'); disp(param(1)); +disp('Time-to-peak'); disp(param(2)*TR); +disp('Width'); disp(param(3)*TR); + +disp('MSE:'); disp((1/(len-1)*sum(e5.^2))); +disp('Mis-modeling'); disp(pv); +disp('Power Loss:'); disp(PowLoss5); + +%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% + +%figure; +%% + +subplot(3,2,5); hold on; +plot(xsecs, hrf, 'k') +xsecs1 = xsecs(1:length(h1)); +han2 = plot(xsecs1, h1,'r'); +xsecs2 = xsecs(1:length(h2)); +han2(2) = plot(xsecs2, h2,'g'); +xsecs3 = xsecs(1:length(h3)); +han2(3) = plot(xsecs3, h3,'m'); +xsecs4 = xsecs(1:length(h4)); +han2(4) = plot(xsecs4, h4,'b'); +xsecs5 = xsecs(1:length(h5)); +han2(5) = plot(xsecs5, h5,'y'); +legend(han2,{'IL' 'sFIR' 'DD' 'Spline' 'NL'}) +title('Estimated HRF'); + + +subplot(3,1,2); hold on; +hh = plot_onsets(R,'k',-3,1); +drawnow + +han3 = plot(sres_ns1,'r'); +hold on; han3(2) = plot(sres_ns2,'g'); +hold on; han3(3) = plot(sres_ns3,'m'); +hold on; han3(4) = plot(sres_ns4,'b'); +hold on; han3(5) = plot(sres_ns5,'y'); +hold on; plot((1:len),zeros(len,1),'--k'); +legend(han3,{'IL' 'sFIR' 'DD' 'Spline' 'NL'}) +title('Mis-modeling (time course)'); + + +subplot(3,2,6); hold on; + +[s1] = Fit_sFIR(sres_ns1,TR,Runc,T,0); +[s2] = Fit_sFIR(sres_ns2,TR,Runc,T,0); +[s3] = Fit_sFIR(sres_ns3,TR,Runc,T,0); +[s4] = Fit_sFIR(sres_ns4,TR,Runc,T,0); +[s5] = Fit_sFIR(sres_ns5,TR,Runc,T,0); + +han4 = plot(s1(1:T),'r'); +hold on; han4(2) = plot(s2(1:T),'g'); +hold on; han4(3) = plot(s3(1:T),'m'); +hold on; han4(4) = plot(s4(1:T),'b'); +hold on; han4(5) = plot(s5(1:T),'y'); +hold on; plot((1:T),zeros(T,1),'--k'); +legend(han4,{'IL' 'sFIR' 'DD' 'Spline' 'NL'}) +title('Mis-modeling (HRF)'); + + +%% + + +figure; hold on; + +plot(xsecs, b*hrf, '--k', 'LineWidth', 2) + +xsecs1 = xsecs(1:length(h1)); +han2 = plot(xsecs1, h1,'r', 'LineWidth', 2); +xsecs2 = xsecs(1:length(h2)); +han2(2) = plot(xsecs2, h2,'g', 'LineWidth', 2); +xsecs3 = xsecs(1:length(h3)); +han2(3) = plot(xsecs3, h3,'m', 'LineWidth', 2); +xsecs4 = xsecs(1:length(h4)); +han2(4) = plot(xsecs4, h4,'b', 'LineWidth', 2); +xsecs5 = xsecs(1:length(h5)); +han2(5) = plot(xsecs5, h5,'y', 'LineWidth', 2); + +legend(han2,{'IL' 'sFIR' 'DD' 'Spline' 'NL'}) +title('Estimated HRF'); + diff --git a/CanlabCore/HRF_Est_Toolbox2/Example2.m b/CanlabCore/HRF_Est_Toolbox4/Example2.m similarity index 96% rename from CanlabCore/HRF_Est_Toolbox2/Example2.m rename to CanlabCore/HRF_Est_Toolbox4/Example2.m index e27fd122..2d018f31 100644 --- a/CanlabCore/HRF_Est_Toolbox2/Example2.m +++ b/CanlabCore/HRF_Est_Toolbox4/Example2.m @@ -1,369 +1,369 @@ -%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% -% -% Example code for estimating the HRF using the Inverse-Logit Model, a -% Finte Impluse Response Model and the Canonical HRF with 2 derivatives. -% Also the code illustrates our code for detecting model misspecification. -% -% By Martin Lindquist and Tor Wager -% Created 03/09/23 -% Last edited 03/09/23 -% Added multi-simulus simulation to Example.m -%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% - - -%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% -% -% Create time course -% - -mypath = which('ilogit'); -if isempty(mypath), error('Cannot find directory with ilogit.m and other functions. Not on path?'); end -[mydir] = fileparts(mypath); - -load(fullfile(mydir,'timecourse')) - -tc = (tc- mean(tc))/std(tc); -len = length(tc); - - -%% -% Create HRFs - -[xBF] = spm_get_bf(struct('dt', .5, 'name', 'hrf (with time and dispersion derivatives)', 'length', 32)); -clear Xtrue1 -for i = 1:1, xx = conv(xBF.bf(:,i), [1 1 1 1 1 1 ]'); - Xtrue1(:, i) = xx(1:66); -end -for i = 2:3, xx = conv(xBF.bf(:,i), [1 1]'); - Xtrue1(:, i) = xx(1:66); -end -hrf1 = Xtrue1 * [1 .5 .3]'; - - -clear Xtrue2 -for i = 1:1, xx = conv(xBF.bf(:,i), [1 1 ]'); - Xtrue2(:, i) = xx(1:66); -end -for i = 2:3, xx = conv(xBF.bf(:,i), [1 1]'); - Xtrue2(:, i) = xx(1:66); -end -hrf2 = Xtrue2 * [1 0 0]'; - -xsecs = 0:.5:32; - -hrf1 = [ 0; 0; hrf1]; -hrf1 = hrf1(1:length(xsecs)); -hrf1 = hrf1 ./ max(hrf1); - -hrf2 = [ 0; 0; hrf2]; -hrf2 = hrf2(1:length(xsecs)); -hrf2 = hrf2 ./ max(hrf2); - -figure; plot(xsecs, hrf1, 'k') -hold; plot(xsecs, hrf2, 'g') - - -%hrf = hrf(1:4:end); % downsample to TR, if TR is > 0.5 - -% Create stimuli - -R = randperm(640); -t1 = 1:18; -t2 = 19:36; -R1 = sort(R(t1)); -R2 = sort(R(t2)); - -Run1 = zeros(640,1); -Run2 = zeros(640,1); -for i=1:length(R1), Run1(R1(i)) = 1; Run2(R2(i)) = 1; end; - -% Create timecourse - -beta1 = 1; beta2 = 0.8; -true_sig = beta1*conv(Run1, hrf1) + beta2*conv(Run2, hrf2); -true_sig = true_sig(1:640); - -tc_noise = noise_arp(640, [.3 0]); -tc = true_sig + 0.5 * tc_noise; -% tc = true_sig; -%figure; plot(tc); - - -Runc{1} = Run1; -Runc{2} = Run2; - - -%% - -create_figure; subplot(3,1,1); han = plot(tc); -title('Sample time course'); drawnow - - -%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% -% -% Settings -% - -TR = 0.5; -%T = round(30/TR); -T = 30; -t = 1:TR:T; % samples at which to get Logit HRF Estimate -FWHM = 4; % FWHM for residual scan -pval = 0.01; -df = 600; -alpha = 0.001; - -%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% -% -% Create stick function (sample event onsets) -% Variable R contains onset times -% Variable Run contains stick (a.k.a. delta or indicator) function - -% R = [3, 21, 56, 65, 109, 126, 163, 171, 216, 232, 269, 282, 323, 341, 376, 385, 429, 446, 483, 491, 536, 552, 589, 602]; -% Run = zeros(640,1); -% for i=1:length(R), Run(R(i)) = 1; end; -% - -try - hold on; - hh = plot_onsets(R1,'r',-3,1, 1); - hh = plot_onsets(R2,'g',-3,1, 1); - drawnow -catch - disp('Couldn''t find function to add onset sticks to plot. Skipping.') -end - -%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% -% Fit HRF using IL-function - -% Choose mode (deterministic/stochastic) - -mode = 0; % 0 - deterministic aproach - % 1 - simulated annealing approach - % Please note that when using simulated annealing approach you - % may need to perform some tuning before use. - -[h1, fit1, e1, param] = Fit_Logit2(tc,TR,Runc,T,mode); -[pv sres sres_ns1] = ResidScan(e1, FWHM); -[PowLoss1] = PowerLoss(e1, fit1, (len-7) , tc, TR, Runc, alpha); - -hold on; han(2) = plot(fit1,'r'); - -disp('Summary: IL_function'); - -disp('Amplitude:'); disp(param(1,:)); -disp('Time-to-peak:'); disp(param(2,:)*TR); -disp('Width:'); disp(param(3,:)*TR); - -disp('MSE:'); disp((1/(len-1)*sum(e1.^2))); -disp('Mis-modeling:'); disp(pv); -disp('Power Loss:'); disp(PowLoss1); - -%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% -% Fit HRF using FIR-model - -% Choose mode (FIR/sFIR) - -mode = 1; % 0 - FIR - % 1 - smooth FIR - -[h2, fit2, e2, param] = Fit_sFIR(tc,TR,Runc,T,mode); -[pv sres sres_ns2] = ResidScan(e2, FWHM); -[PowLoss2] = PowerLoss(e2, fit2, (len-T) , tc, TR, Runc, alpha); - -hold on; han(3) = plot(fit2,'g'); - -disp('Summary: FIR'); - -disp('Amplitude'); disp(param(1,:)); -disp('Time-to-peak'); disp(param(2,:)*TR); -disp('Width'); disp(param(3,:)*TR); - -disp('MSE:'); disp((1/(len-1)*sum(e2.^2))); -disp('Mis-modeling'); disp(pv); -disp('Power Loss:'); disp(PowLoss2); - -%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% -% Fit HRF using Canonical HRF + 2 derivatives - -p=1; - -[h3, fit3, e3, param, info] = Fit_Canonical_HRF(tc,TR,Runc,30,p); -[pv sres sres_ns3] = ResidScan(e3, FWHM); -[PowLoss3] = PowerLoss(e3, fit3, (len-p) , tc, TR, Runc, alpha); - -hold on; han(4) = plot(fit3,'m'); - - -disp('Summary: Canonical + 2 derivatives'); - -disp('Amplitude'); disp(param(1,:)); -disp('Time-to-peak'); disp(param(2,:)*TR); -disp('Width'); disp(param(3,:)*TR); - -disp('MSE:'); disp((1/(len-1)*sum(e3.^2))); -disp('Mis-modeling'); disp(pv); -disp('Power Loss:'); disp(PowLoss3); - -%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% -% Fit HRF using Bsplines - -[h4, fit4, e4, param] = Fit_Spline(tc, TR, Runc, T); - -[pv sres sres_ns4] = ResidScan(e4, FWHM); -[PowLoss4] = PowerLoss(e4, fit4, (len-p) , tc, TR, Runc, alpha); - -hold on; han(5) = plot(fit4,'b'); - - -disp('Summary: Spline'); - -disp('Amplitude'); disp(param(1,:)); -disp('Time-to-peak'); disp(param(2,:)*TR); -disp('Width'); disp(param(3,:)*TR); - -disp('MSE:'); disp((1/(len-1)*sum(e4.^2))); -disp('Mis-modeling'); disp(pv); -disp('Power Loss:'); disp(PowLoss4); - - -%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% -% Fit HRF using non-linear gamma - -[h5, fit5, e5, param] = Fit_NLgamma(tc, TR, Runc, T); - -[pv sres sres_ns5] = ResidScan(e5, FWHM); -[PowLoss5] = PowerLoss(e5, fit5, (len-p) , tc, TR, Runc, alpha); - -hold on; han(6) = plot(fit5,'b'); - -legend(han,{'Data' 'IL' 'sFIR' 'DD' 'Spline' 'NL'}) - - -disp('Summary: NL gamma'); - -disp('Amplitude'); disp(param(1,:)); -disp('Time-to-peak'); disp(param(2,:)*TR); -disp('Width'); disp(param(3,:)*TR); - -disp('MSE:'); disp((1/(len-1)*sum(e5.^2))); -disp('Mis-modeling'); disp(pv); -disp('Power Loss:'); disp(PowLoss5); - -%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% - -%figure; -%% - -subplot(3,2,5); hold on; -plot(xsecs, beta1*hrf1, 'k') -plot(xsecs, beta2*hrf2, 'k') - -xsecs1 = xsecs(1:length(h1)); -han2 = plot(xsecs1, h1,'r'); - -xsecs2 = xsecs(1:length(h2)); -han2(3:4) = plot(xsecs2, h2,'g'); -xsecs3 = xsecs(1:length(h3)); -han2(5:6) = plot(xsecs3, h3,'m'); -xsecs4 = xsecs(1:length(h4)); -han2(7:8) = plot(xsecs4, h4,'b'); -xsecs5 = xsecs(1:length(h5)); -han2(9:10) = plot(xsecs5, h5,'y'); -legend(han2,{'IL1' 'IL2' 'sFIR1' 'sFIR2' 'DD1' 'DD2' 'Spline1' 'Spline2' 'NL1' 'NL2'}) - -title('Estimated HRF'); - - -subplot(3,1,2); hold on; -hh = plot_onsets(R1,'r',-3,1, 1); -hh = plot_onsets(R2,'g',-3,1, 1); -drawnow - -han3 = plot(sres_ns1,'r'); -hold on; han3(2) = plot(sres_ns2,'g'); -hold on; han3(3) = plot(sres_ns3,'m'); -hold on; han3(4) = plot(sres_ns4,'b'); -hold on; han3(5) = plot(sres_ns5,'y'); - -hold on; plot((1:len),zeros(len,1),'--k'); -legend(han3,{'IL' 'sFIR' 'DD' 'Spline' 'NL'}) -title('Mis-modeling (time course)'); - - -subplot(3,2,6); hold on; - -[s1] = Fit_sFIR(sres_ns1,TR,Runc,T,0); -[s2] = Fit_sFIR(sres_ns2,TR,Runc,T,0); -[s3] = Fit_sFIR(sres_ns3,TR,Runc,T,0); -[s4] = Fit_sFIR(sres_ns4,TR,Runc,T,0); -[s5] = Fit_sFIR(sres_ns5,TR,Runc,T,0); - -han4 = plot(s1(1:T),'r'); -hold on; han4(2) = plot(s2(1:T),'g'); -hold on; han4(3) = plot(s3(1:T),'m'); -hold on; han4(4) = plot(s4(1:T),'b'); -hold on; han4(5) = plot(s5(1:T),'y'); -hold on; plot((1:T),zeros(T,1),'--k'); - -legend(han4,{'IL' 'sFIR' 'DD' 'Spline' 'NL'}) -title('Mis-modeling (HRF)'); - -%% - - -figure; hold on; - -% plot(xsecs, beta1*hrf1, 'k--', 'LineWidth', 2) -% plot(xsecs, beta2*hrf2, 'k--', 'LineWidth', 2) -% -% xsecs1 = xsecs(1:length(h1)); -% han2 = plot(xsecs1, h1,'r', 'LineWidth', 2); -% xsecs2 = xsecs(1:length(h2)); -% han2(3:4) = plot(xsecs2, h2,'g', 'LineWidth', 2); -% xsecs3 = xsecs(1:length(h3)); -% han2(5:6) = plot(xsecs3, h3,'m', 'LineWidth', 2); -% xsecs4 = xsecs(1:length(h4)); -% han2(7:8) = plot(xsecs4, h4,'b', 'LineWidth', 2); -% xsecs5 = xsecs(1:length(h5)); -% han2(9:10) = plot(xsecs5, h5,'y', 'LineWidth', 2); -% -% legend(han2,{'IL1' 'IL2' 'sFIR1' 'sFIR2' 'DD1' 'DD2' 'Spline1' 'Spline2' 'NL1' 'NL2'}) -% title('Estimated HRF'); - -subplot 121 -hold -plot(xsecs, beta1*hrf1, 'k--', 'LineWidth', 2) - -xsecs1 = xsecs(1:length(h1)); -han2 = plot(xsecs1, h1(:,1),'r', 'LineWidth', 2); -xsecs2 = xsecs(1:length(h2)); -han2(2) = plot(xsecs2, h2(:,1),'g', 'LineWidth', 2); -xsecs3 = xsecs(1:length(h3)); -han2(3) = plot(xsecs3, h3(:,1),'m', 'LineWidth', 2); -xsecs4 = xsecs(1:length(h4)); -han2(4) = plot(xsecs4, h4(:,1),'b', 'LineWidth', 2); -xsecs5 = xsecs(1:length(h5)); -han2(5) = plot(xsecs5, h5(:,1),'y', 'LineWidth', 2); - -legend(han2,{'IL1' 'sFIR1' 'DD1' 'Spline1' 'NL1'}) -title('Estimated HRF'); - -subplot 122 -hold -plot(xsecs, beta2*hrf2, 'k--', 'LineWidth', 2) - -xsecs1 = xsecs(1:length(h1)); -han2 = plot(xsecs1, h1(:,2),'r', 'LineWidth', 2); -xsecs2 = xsecs(1:length(h2)); -han2(2) = plot(xsecs2, h2(:,2),'g', 'LineWidth', 2); -xsecs3 = xsecs(1:length(h3)); -han2(3) = plot(xsecs3, h3(:,2),'m', 'LineWidth', 2); -xsecs4 = xsecs(1:length(h4)); -han2(4) = plot(xsecs4, h4(:,2),'b', 'LineWidth', 2); -xsecs5 = xsecs(1:length(h5)); -han2(5) = plot(xsecs5, h5(:,2),'y', 'LineWidth', 2); - -legend(han2,{'IL2' 'sFIR2' 'DD2' 'Spline2' 'NL2'}) -title('Estimated HRF'); - +%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% +% +% Example code for estimating the HRF using the Inverse-Logit Model, a +% Finte Impluse Response Model and the Canonical HRF with 2 derivatives. +% Also the code illustrates our code for detecting model misspecification. +% +% By Martin Lindquist and Tor Wager +% Created 03/09/23 +% Last edited 03/09/23 +% Added multi-simulus simulation to Example.m +%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% + + +%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% +% +% Create time course +% + +mypath = which('ilogit'); +if isempty(mypath), error('Cannot find directory with ilogit.m and other functions. Not on path?'); end +[mydir] = fileparts(mypath); + +load(fullfile(mydir,'timecourse')) + +tc = (tc- mean(tc))/std(tc); +len = length(tc); + + +%% +% Create HRFs + +[xBF] = spm_get_bf(struct('dt', .5, 'name', 'hrf (with time and dispersion derivatives)', 'length', 32)); +clear Xtrue1 +for i = 1:1, xx = conv(xBF.bf(:,i), [1 1 1 1 1 1 ]'); + Xtrue1(:, i) = xx(1:66); +end +for i = 2:3, xx = conv(xBF.bf(:,i), [1 1]'); + Xtrue1(:, i) = xx(1:66); +end +hrf1 = Xtrue1 * [1 .5 .3]'; + + +clear Xtrue2 +for i = 1:1, xx = conv(xBF.bf(:,i), [1 1 ]'); + Xtrue2(:, i) = xx(1:66); +end +for i = 2:3, xx = conv(xBF.bf(:,i), [1 1]'); + Xtrue2(:, i) = xx(1:66); +end +hrf2 = Xtrue2 * [1 0 0]'; + +xsecs = 0:.5:32; + +hrf1 = [ 0; 0; hrf1]; +hrf1 = hrf1(1:length(xsecs)); +hrf1 = hrf1 ./ max(hrf1); + +hrf2 = [ 0; 0; hrf2]; +hrf2 = hrf2(1:length(xsecs)); +hrf2 = hrf2 ./ max(hrf2); + +figure; plot(xsecs, hrf1, 'k') +hold; plot(xsecs, hrf2, 'g') + + +%hrf = hrf(1:4:end); % downsample to TR, if TR is > 0.5 + +% Create stimuli + +R = randperm(640); +t1 = 1:18; +t2 = 19:36; +R1 = sort(R(t1)); +R2 = sort(R(t2)); + +Run1 = zeros(640,1); +Run2 = zeros(640,1); +for i=1:length(R1), Run1(R1(i)) = 1; Run2(R2(i)) = 1; end; + +% Create timecourse + +beta1 = 1; beta2 = 0.8; +true_sig = beta1*conv(Run1, hrf1) + beta2*conv(Run2, hrf2); +true_sig = true_sig(1:640); + +tc_noise = noise_arp(640, [.3 0]); +tc = true_sig + 0.5 * tc_noise; +% tc = true_sig; +%figure; plot(tc); + + +Runc{1} = Run1; +Runc{2} = Run2; + + +%% + +create_figure; subplot(3,1,1); han = plot(tc); +title('Sample time course'); drawnow + + +%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% +% +% Settings +% + +TR = 0.5; +%T = round(30/TR); +T = 30; +t = 1:TR:T; % samples at which to get Logit HRF Estimate +FWHM = 4; % FWHM for residual scan +pval = 0.01; +df = 600; +alpha = 0.001; + +%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% +% +% Create stick function (sample event onsets) +% Variable R contains onset times +% Variable Run contains stick (a.k.a. delta or indicator) function + +% R = [3, 21, 56, 65, 109, 126, 163, 171, 216, 232, 269, 282, 323, 341, 376, 385, 429, 446, 483, 491, 536, 552, 589, 602]; +% Run = zeros(640,1); +% for i=1:length(R), Run(R(i)) = 1; end; +% + +try + hold on; + hh = plot_onsets(R1,'r',-3,1, 1); + hh = plot_onsets(R2,'g',-3,1, 1); + drawnow +catch + disp('Couldn''t find function to add onset sticks to plot. Skipping.') +end + +%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% +% Fit HRF using IL-function + +% Choose mode (deterministic/stochastic) + +mode = 0; % 0 - deterministic aproach + % 1 - simulated annealing approach + % Please note that when using simulated annealing approach you + % may need to perform some tuning before use. + +[h1, fit1, e1, param] = Fit_Logit2(tc,TR,Runc,T,mode); +[pv sres sres_ns1] = ResidScan(e1, FWHM); +[PowLoss1] = PowerLoss(e1, fit1, (len-7) , tc, TR, Runc, alpha); + +hold on; han(2) = plot(fit1,'r'); + +disp('Summary: IL_function'); + +disp('Amplitude:'); disp(param(1,:)); +disp('Time-to-peak:'); disp(param(2,:)*TR); +disp('Width:'); disp(param(3,:)*TR); + +disp('MSE:'); disp((1/(len-1)*sum(e1.^2))); +disp('Mis-modeling:'); disp(pv); +disp('Power Loss:'); disp(PowLoss1); + +%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% +% Fit HRF using FIR-model + +% Choose mode (FIR/sFIR) + +mode = 1; % 0 - FIR + % 1 - smooth FIR + +[h2, fit2, e2, param] = Fit_sFIR(tc,TR,Runc,T,mode); +[pv sres sres_ns2] = ResidScan(e2, FWHM); +[PowLoss2] = PowerLoss(e2, fit2, (len-T) , tc, TR, Runc, alpha); + +hold on; han(3) = plot(fit2,'g'); + +disp('Summary: FIR'); + +disp('Amplitude'); disp(param(1,:)); +disp('Time-to-peak'); disp(param(2,:)*TR); +disp('Width'); disp(param(3,:)*TR); + +disp('MSE:'); disp((1/(len-1)*sum(e2.^2))); +disp('Mis-modeling'); disp(pv); +disp('Power Loss:'); disp(PowLoss2); + +%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% +% Fit HRF using Canonical HRF + 2 derivatives + +p=1; + +[h3, fit3, e3, param, info] = Fit_Canonical_HRF(tc,TR,Runc,30,p); +[pv sres sres_ns3] = ResidScan(e3, FWHM); +[PowLoss3] = PowerLoss(e3, fit3, (len-p) , tc, TR, Runc, alpha); + +hold on; han(4) = plot(fit3,'m'); + + +disp('Summary: Canonical + 2 derivatives'); + +disp('Amplitude'); disp(param(1,:)); +disp('Time-to-peak'); disp(param(2,:)*TR); +disp('Width'); disp(param(3,:)*TR); + +disp('MSE:'); disp((1/(len-1)*sum(e3.^2))); +disp('Mis-modeling'); disp(pv); +disp('Power Loss:'); disp(PowLoss3); + +%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% +% Fit HRF using Bsplines + +[h4, fit4, e4, param] = Fit_Spline(tc, TR, Runc, T); + +[pv sres sres_ns4] = ResidScan(e4, FWHM); +[PowLoss4] = PowerLoss(e4, fit4, (len-p) , tc, TR, Runc, alpha); + +hold on; han(5) = plot(fit4,'b'); + + +disp('Summary: Spline'); + +disp('Amplitude'); disp(param(1,:)); +disp('Time-to-peak'); disp(param(2,:)*TR); +disp('Width'); disp(param(3,:)*TR); + +disp('MSE:'); disp((1/(len-1)*sum(e4.^2))); +disp('Mis-modeling'); disp(pv); +disp('Power Loss:'); disp(PowLoss4); + + +%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% +% Fit HRF using non-linear gamma + +[h5, fit5, e5, param] = Fit_NLgamma(tc, TR, Runc, T); + +[pv sres sres_ns5] = ResidScan(e5, FWHM); +[PowLoss5] = PowerLoss(e5, fit5, (len-p) , tc, TR, Runc, alpha); + +hold on; han(6) = plot(fit5,'b'); + +legend(han,{'Data' 'IL' 'sFIR' 'DD' 'Spline' 'NL'}) + + +disp('Summary: NL gamma'); + +disp('Amplitude'); disp(param(1,:)); +disp('Time-to-peak'); disp(param(2,:)*TR); +disp('Width'); disp(param(3,:)*TR); + +disp('MSE:'); disp((1/(len-1)*sum(e5.^2))); +disp('Mis-modeling'); disp(pv); +disp('Power Loss:'); disp(PowLoss5); + +%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% + +%figure; +%% + +subplot(3,2,5); hold on; +plot(xsecs, beta1*hrf1, 'k') +plot(xsecs, beta2*hrf2, 'k') + +xsecs1 = xsecs(1:length(h1)); +han2 = plot(xsecs1, h1,'r'); + +xsecs2 = xsecs(1:length(h2)); +han2(3:4) = plot(xsecs2, h2,'g'); +xsecs3 = xsecs(1:length(h3)); +han2(5:6) = plot(xsecs3, h3,'m'); +xsecs4 = xsecs(1:length(h4)); +han2(7:8) = plot(xsecs4, h4,'b'); +xsecs5 = xsecs(1:length(h5)); +han2(9:10) = plot(xsecs5, h5,'y'); +legend(han2,{'IL1' 'IL2' 'sFIR1' 'sFIR2' 'DD1' 'DD2' 'Spline1' 'Spline2' 'NL1' 'NL2'}) + +title('Estimated HRF'); + + +subplot(3,1,2); hold on; +hh = plot_onsets(R1,'r',-3,1, 1); +hh = plot_onsets(R2,'g',-3,1, 1); +drawnow + +han3 = plot(sres_ns1,'r'); +hold on; han3(2) = plot(sres_ns2,'g'); +hold on; han3(3) = plot(sres_ns3,'m'); +hold on; han3(4) = plot(sres_ns4,'b'); +hold on; han3(5) = plot(sres_ns5,'y'); + +hold on; plot((1:len),zeros(len,1),'--k'); +legend(han3,{'IL' 'sFIR' 'DD' 'Spline' 'NL'}) +title('Mis-modeling (time course)'); + + +subplot(3,2,6); hold on; + +[s1] = Fit_sFIR(sres_ns1,TR,Runc,T,0); +[s2] = Fit_sFIR(sres_ns2,TR,Runc,T,0); +[s3] = Fit_sFIR(sres_ns3,TR,Runc,T,0); +[s4] = Fit_sFIR(sres_ns4,TR,Runc,T,0); +[s5] = Fit_sFIR(sres_ns5,TR,Runc,T,0); + +han4 = plot(s1(1:T),'r'); +hold on; han4(2) = plot(s2(1:T),'g'); +hold on; han4(3) = plot(s3(1:T),'m'); +hold on; han4(4) = plot(s4(1:T),'b'); +hold on; han4(5) = plot(s5(1:T),'y'); +hold on; plot((1:T),zeros(T,1),'--k'); + +legend(han4,{'IL' 'sFIR' 'DD' 'Spline' 'NL'}) +title('Mis-modeling (HRF)'); + +%% + + +figure; hold on; + +% plot(xsecs, beta1*hrf1, 'k--', 'LineWidth', 2) +% plot(xsecs, beta2*hrf2, 'k--', 'LineWidth', 2) +% +% xsecs1 = xsecs(1:length(h1)); +% han2 = plot(xsecs1, h1,'r', 'LineWidth', 2); +% xsecs2 = xsecs(1:length(h2)); +% han2(3:4) = plot(xsecs2, h2,'g', 'LineWidth', 2); +% xsecs3 = xsecs(1:length(h3)); +% han2(5:6) = plot(xsecs3, h3,'m', 'LineWidth', 2); +% xsecs4 = xsecs(1:length(h4)); +% han2(7:8) = plot(xsecs4, h4,'b', 'LineWidth', 2); +% xsecs5 = xsecs(1:length(h5)); +% han2(9:10) = plot(xsecs5, h5,'y', 'LineWidth', 2); +% +% legend(han2,{'IL1' 'IL2' 'sFIR1' 'sFIR2' 'DD1' 'DD2' 'Spline1' 'Spline2' 'NL1' 'NL2'}) +% title('Estimated HRF'); + +subplot 121 +hold +plot(xsecs, beta1*hrf1, 'k--', 'LineWidth', 2) + +xsecs1 = xsecs(1:length(h1)); +han2 = plot(xsecs1, h1(:,1),'r', 'LineWidth', 2); +xsecs2 = xsecs(1:length(h2)); +han2(2) = plot(xsecs2, h2(:,1),'g', 'LineWidth', 2); +xsecs3 = xsecs(1:length(h3)); +han2(3) = plot(xsecs3, h3(:,1),'m', 'LineWidth', 2); +xsecs4 = xsecs(1:length(h4)); +han2(4) = plot(xsecs4, h4(:,1),'b', 'LineWidth', 2); +xsecs5 = xsecs(1:length(h5)); +han2(5) = plot(xsecs5, h5(:,1),'y', 'LineWidth', 2); + +legend(han2,{'IL1' 'sFIR1' 'DD1' 'Spline1' 'NL1'}) +title('Estimated HRF'); + +subplot 122 +hold +plot(xsecs, beta2*hrf2, 'k--', 'LineWidth', 2) + +xsecs1 = xsecs(1:length(h1)); +han2 = plot(xsecs1, h1(:,2),'r', 'LineWidth', 2); +xsecs2 = xsecs(1:length(h2)); +han2(2) = plot(xsecs2, h2(:,2),'g', 'LineWidth', 2); +xsecs3 = xsecs(1:length(h3)); +han2(3) = plot(xsecs3, h3(:,2),'m', 'LineWidth', 2); +xsecs4 = xsecs(1:length(h4)); +han2(4) = plot(xsecs4, h4(:,2),'b', 'LineWidth', 2); +xsecs5 = xsecs(1:length(h5)); +han2(5) = plot(xsecs5, h5(:,2),'y', 'LineWidth', 2); + +legend(han2,{'IL2' 'sFIR2' 'DD2' 'Spline2' 'NL2'}) +title('Estimated HRF'); + diff --git a/CanlabCore/HRF_Est_Toolbox4/Fit_Canonical_HRF.m b/CanlabCore/HRF_Est_Toolbox4/Fit_Canonical_HRF.m new file mode 100644 index 00000000..b6e4f0e7 --- /dev/null +++ b/CanlabCore/HRF_Est_Toolbox4/Fit_Canonical_HRF.m @@ -0,0 +1,123 @@ +function [hrf, fit, e, param, info] = Fit_Canonical_HRF(tc, TR, Run, T, p) +% function [hrf, fit, e, param, info] = Fit_Canonical_HRF(tc,TR,Runs,T,p) +% +% Fits GLM using canonical hrf (with option of using time and dispersion derivatives)'; +% +% INPUTS: +% +% tc - time course +% TR - time resolution +% Runs - expermental design +% T - length of estimated HRF +% p - Model type +% +% Options: p=1 - only canonical HRF +% p=2 - canonical + temporal derivative +% p=3 - canonical + time and dispersion derivative +% +% OUTPUTS: +% +% hrf - estimated hemodynamic response function +% fit - estimated time course +% e - residual time course +% param - estimated amplitude, height and width +% info - struct containing design matrices, beta values etc +% +% Created by Martin Lindquist on 10/02/09 +% Last edited: 05/17/13 (ML) + +%tc = tc'; +d = length(Run); +len = length(Run{1}); +t=1:TR:T; + +X = zeros(len,p*d); +param = zeros(3,d); + +[h, dh, dh2] = CanonicalBasisSet(TR); + +for i=1:d + v = conv(Run{i},h); + X(:,(i-1)*p+1) = v(1:len); + + if (p>1) + v = conv(Run{i},dh); + X(:,(i-1)*p+2) = v(1:len); + end + + if (p>2) + v = conv(Run{i},dh2); + X(:,(i-1)*p+3) = v(1:len); + end +end + +%X = [(zeros(len,1)+1) X]; +X = [X (zeros(len,1)+1)]; + +b = pinv(X)*tc; +e = tc-X*b; +fit = X*b; + +%b = reshape(b(2:end),p,d)'; +b = reshape(b(1:(p*d)),p,d)'; +bc = zeros(d,1); + +for i=1:d + if (p == 1) + bc(i) = b(i,1); + H = h; + elseif (p==2) + bc(i) = sign(b(i,1))*sqrt((b(i,1))^2 + (b(i,2))^2); + H = [h dh]; + elseif (p>2) + bc(i) = sign(b(i,1))*sqrt((b(i,1))^2 + (b(i,2))^2 + (b(i,3))^2); + H = [h dh dh2]; + end + +end + +hrf = H*b'; + +for i=1:d + param(:,i) = get_parameters2(hrf(:,i),1:length(t)); +end + +info ={}; +info.b = b; +info.bc = bc; +info.X = X; +info.H =H; + +end + +% END MAIN FUNCTION +%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% + + +%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% +% +% Subfunctions +% +%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% + +function [h, dh, dh2] = CanonicalBasisSet(TR) + +len = round(30/TR); +xBF.dt = TR; +xBF.length= len; +xBF.name = 'hrf (with time and dispersion derivatives)'; +xBF = spm_get_bf(xBF); + +v1 = xBF.bf(1:len,1); +v2 = xBF.bf(1:len,2); +v3 = xBF.bf(1:len,3); + +h = v1; +dh = v2 - (v2'*v1/norm(v1)^2).*v1; +dh2 = v3 - (v3'*v1/norm(v1)^2).*v1 - (v3'*dh/norm(dh)^2).*dh; + +h = h./max(h); +dh = dh./max(dh); +dh2 = dh2./max(dh2); + +end \ No newline at end of file diff --git a/CanlabCore/HRF_Est_Toolbox4/Fit_Canonical_HRF_all.m b/CanlabCore/HRF_Est_Toolbox4/Fit_Canonical_HRF_all.m new file mode 100644 index 00000000..1e1af1f0 --- /dev/null +++ b/CanlabCore/HRF_Est_Toolbox4/Fit_Canonical_HRF_all.m @@ -0,0 +1,149 @@ +function [HRF, Fit, Resid, Parameters, Results, df] = Fit_Canonical_HRF_all(TC, TR, Run, T, p, Z) +% function [hrf, fit, e, param, info] = Fit_Canonical_HRF(tc,TR,Runs,T,p) +% +% Fits GLM using canonical hrf (with option of using time and dispersion derivatives)'; +% +% INPUTS: +% +% TC - time course (voxel x time course) +% TR - time resolution +% Runs - expermental design +% T - length of estimated HRF +% p - Model type +% Z - Nuisance covariates (time course x number of components) +% +% Options: p=1 - only canonical HRF +% p=2 - canonical + temporal derivative +% p=3 - canonical + time and dispersion derivative +% +% OUTPUTS: +% +% hrf - estimated hemodynamic response function +% fit - estimated time course +% e - residual time course +% param - estimated amplitude, height and width +% info - struct containing design matrices, beta values etc +% +% Created by Martin Lindquist on 07/11/24 +% Last edited: + + +numstim = length(Run); +len = length(Run{1}); +t=1:TR:T; +num_vox = size(TC,1); +num_time = size(TC,2); + +Resid = zeros(num_vox, num_time); +Fit = zeros(num_vox, num_time); +Results = cell(num_vox,1); +Parameters = zeros(num_vox, 3, numstim); +HRF = zeros(num_vox, length(t)+1, numstim); + +X = zeros(len,p*numstim); +param = zeros(3,numstim); + +[h, dh, dh2] = CanonicalBasisSet(TR); + +for i=1:numstim + v = conv(Run{i},h); + X(:,(i-1)*p+1) = v(1:len); + + if (p>1) + v = conv(Run{i},dh); + X(:,(i-1)*p+2) = v(1:len); + end + + if (p>2) + v = conv(Run{i},dh2); + X(:,(i-1)*p+3) = v(1:len); + end +end + +d = size(X,2); +X = [X Z (zeros(len,1)+1)]; + +df = size(X,2); + +pinvX = pinv(X); + +for v=1:num_vox + + y = TC(v,:)'; + b = pinvX*y; + e = y-X*b; + fit = X(:,1:d)*b(1:d); + + b = reshape(b(1:(p*numstim)),p,numstim)'; + bc = zeros(numstim,1); + + for i=1:numstim + if (p == 1) + bc(i) = b(i,1); + H = h; + elseif (p==2) + bc(i) = sign(b(i,1))*sqrt((b(i,1))^2 + (b(i,2))^2); + H = [h dh]; + elseif (p>2) + bc(i) = sign(b(i,1))*sqrt((b(i,1))^2 + (b(i,2))^2 + (b(i,3))^2); + H = [h dh dh2]; + end + + end + + hrf = H*b'; + + for i=1:numstim + param(:,i) = get_parameters2(hrf(:,i),1:length(t)); + end + + info ={}; + info.b = b; + info.bc = bc; + info.X = X; + info.H =H; + + + Resid(v,:) = e'; + Fit(v,:) = fit'; + Results{v} = info; + Parameters(v,:,:) = param; + HRF(v,:,:) = hrf; + + + disp(v) +end + +end + +% END MAIN FUNCTION +%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% + + +%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% +% +% Subfunctions +% +%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% + +function [h, dh, dh2] = CanonicalBasisSet(TR) + +len = round(30/TR); +xBF.dt = TR; +xBF.length= len; +xBF.name = 'hrf (with time and dispersion derivatives)'; +xBF = spm_get_bf(xBF); + +v1 = xBF.bf(1:len,1); +v2 = xBF.bf(1:len,2); +v3 = xBF.bf(1:len,3); + +h = v1; +dh = v2 - (v2'*v1/norm(v1)^2).*v1; +dh2 = v3 - (v3'*v1/norm(v1)^2).*v1 - (v3'*dh/norm(dh)^2).*dh; + +h = h./max(h); +dh = dh./max(dh); +dh2 = dh2./max(dh2); + +end \ No newline at end of file diff --git a/CanlabCore/HRF_Est_Toolbox4/Fit_Canonical_HRF_all_AR.m b/CanlabCore/HRF_Est_Toolbox4/Fit_Canonical_HRF_all_AR.m new file mode 100644 index 00000000..723e774e --- /dev/null +++ b/CanlabCore/HRF_Est_Toolbox4/Fit_Canonical_HRF_all_AR.m @@ -0,0 +1,152 @@ +function [HRF, Fit, Resid, Parameters, Results, df] = Fit_Canonical_HRF_all_AR(TC, TR, Run, T, p, Z, ar_lag) +% function [hrf, fit, e, param, info] = Fit_Canonical_HRF(tc,TR,Runs,T,p) +% +% Fits GLM using canonical hrf (with option of using time and dispersion derivatives)'; +% +% INPUTS: +% +% TC - time course (voxel x time course) +% TR - time resolution +% Runs - expermental design +% T - length of estimated HRF +% p - Model type +% Z - Nuisance covariates (time course x number of components) +% ar_lag - Number of lags in the AR model for residuals +% +% Options: p=1 - only canonical HRF +% p=2 - canonical + temporal derivative +% p=3 - canonical + time and dispersion derivative +% +% OUTPUTS: +% +% hrf - estimated hemodynamic response function +% fit - estimated time course +% e - residual time course +% param - estimated amplitude, height and width +% info - struct containing design matrices, beta values etc +% +% Created by Martin Lindquist on 07/11/24 +% Last edited: 11/29/24 + +if nargin < 7 + ar_lag = 0; % Default value +end + + +numstim = length(Run); +len = length(Run{1}); +t=1:TR:T; +num_vox = size(TC,1); +num_time = size(TC,2); + +Resid = zeros(num_vox, num_time); +Fit = zeros(num_vox, num_time); +Results = cell(num_vox,1); +Parameters = zeros(num_vox, 3, numstim); +HRF = zeros(num_vox, length(t)+1, numstim); + +X = zeros(len,p*numstim); +param = zeros(3,numstim); + +[h, dh, dh2] = CanonicalBasisSet(TR); + +for i=1:numstim + v = conv(Run{i},h); + X(:,(i-1)*p+1) = v(1:len); + + if (p>1) + v = conv(Run{i},dh); + X(:,(i-1)*p+2) = v(1:len); + end + + if (p>2) + v = conv(Run{i},dh2); + X(:,(i-1)*p+3) = v(1:len); + end +end + +d = size(X,2); +X = [X Z (zeros(len,1)+1)]; + +df = size(X,2); + +for v=1:num_vox + + y = TC(v,:)'; + [b, ~, ~, ~, ~, ~, ~, ~, df, ~, ~, ~] = fit_gls2(y, X, [], ar_lag); + e = y - X * b; + fit = X(:, 1:d) * b(1:d); + + b = reshape(b(1:(p*numstim)),p,numstim)'; + bc = zeros(numstim,1); + + for i=1:numstim + if (p == 1) + bc(i) = b(i,1); + H = h; + elseif (p==2) + bc(i) = sign(b(i,1))*sqrt((b(i,1))^2 + (b(i,2))^2); + H = [h dh]; + elseif (p>2) + bc(i) = sign(b(i,1))*sqrt((b(i,1))^2 + (b(i,2))^2 + (b(i,3))^2); + H = [h dh dh2]; + end + + end + + hrf = H*b'; + + for i=1:numstim + param(:,i) = get_parameters2(hrf(:,i),1:length(t)); + end + + info ={}; + info.b = b; + info.bc = bc; + info.X = X; + info.H =H; + + + Resid(v,:) = e'; + Fit(v,:) = fit'; + Results{v} = info; + Parameters(v,:,:) = param; + HRF(v,:,:) = hrf; + + + disp(v) +end + +end + +% END MAIN FUNCTION +%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% + + +%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% +% +% Subfunctions +% +%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% + +function [h, dh, dh2] = CanonicalBasisSet(TR) + +len = round(30/TR); +xBF.dt = TR; +xBF.length= len; +xBF.name = 'hrf (with time and dispersion derivatives)'; +xBF = spm_get_bf(xBF); + +v1 = xBF.bf(1:len,1); +v2 = xBF.bf(1:len,2); +v3 = xBF.bf(1:len,3); + +h = v1; +dh = v2 - (v2'*v1/norm(v1)^2).*v1; +dh2 = v3 - (v3'*v1/norm(v1)^2).*v1 - (v3'*dh/norm(dh)^2).*dh; + +h = h./max(h); +dh = dh./max(dh); +dh2 = dh2./max(dh2); + +end \ No newline at end of file diff --git a/CanlabCore/HRF_Est_Toolbox2/Fit_Logit2.m b/CanlabCore/HRF_Est_Toolbox4/Fit_Logit2.m similarity index 96% rename from CanlabCore/HRF_Est_Toolbox2/Fit_Logit2.m rename to CanlabCore/HRF_Est_Toolbox4/Fit_Logit2.m index 2db0b82e..451b7122 100644 --- a/CanlabCore/HRF_Est_Toolbox2/Fit_Logit2.m +++ b/CanlabCore/HRF_Est_Toolbox4/Fit_Logit2.m @@ -1,58 +1,58 @@ -function [hrf, fit, e, param] = Fit_Logit2(tc, TR, Run, T, mode) -% function [hrf, fit, e, param] = Fit_Logit(tc,Run,t,mode) -% -% Fits FIR and smooth FIR model -% -% INPUTS: -% -% tc - time course -% TR - time resolution -% Runs - expermental design -% T - length of estimated HRF -% mode - deterministic or stochastic -% options: -% 0 - deterministic aproach -% 1 - simulated annealing approach -% Please note that when using simulated annealing approach you -% may need to perform some tuning before use. -% -% OUTPUTS: -% -% hrf - estimated hemodynamic response function -% fit - estimated time course -% e - residual time course -% param - estimated amplitude, height and width -% -% Created by Martin Lindquist on 10/02/09 -% Last edited: 05/31/13 (ML) - -%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% -% Fit the Logit model - -numstim = length(Run); -len = length(Run{1}); -t=1:TR:T; - -V0 = [ 1 6 1 0.5 10 1 15]; % initial values for logit fit -V0 = repmat(V0,1,numstim); - -if (mode == 1 && numstim>1), - disp('Multi-stimulus annealing function currently not implemented. Switching to "deterministic mode"') - mode = 0; -end; - -% Estimate theta (logit parameters) - -if (mode == 1) - disp('Stochastic Mode'); - - Runs = Run{1}; - [theta,HH,C,P,hrf,fit,e,param] = Anneal_Logit(V0,t,tc,Runs); - -elseif (mode == 0) -% disp('Deterministic Mode'); - [theta, hrf, fit, e, param] = Det_Logit(V0,t,tc,Run); - -end - -end +function [hrf, fit, e, param] = Fit_Logit2(tc, TR, Run, T, mode) +% function [hrf, fit, e, param] = Fit_Logit(tc,Run,t,mode) +% +% Fits FIR and smooth FIR model +% +% INPUTS: +% +% tc - time course +% TR - time resolution +% Runs - expermental design +% T - length of estimated HRF +% mode - deterministic or stochastic +% options: +% 0 - deterministic aproach +% 1 - simulated annealing approach +% Please note that when using simulated annealing approach you +% may need to perform some tuning before use. +% +% OUTPUTS: +% +% hrf - estimated hemodynamic response function +% fit - estimated time course +% e - residual time course +% param - estimated amplitude, height and width +% +% Created by Martin Lindquist on 10/02/09 +% Last edited: 05/31/13 (ML) + +%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% +% Fit the Logit model + +numstim = length(Run); +len = length(Run{1}); +t=1:TR:T; + +V0 = [ 1 6 1 0.5 10 1 15]; % initial values for logit fit +V0 = repmat(V0,1,numstim); + +if (mode == 1 && numstim>1), + disp('Multi-stimulus annealing function currently not implemented. Switching to "deterministic mode"') + mode = 0; +end; + +% Estimate theta (logit parameters) + +if (mode == 1) + disp('Stochastic Mode'); + + Runs = Run{1}; + [theta,HH,C,P,hrf,fit,e,param] = Anneal_Logit(V0,t,tc,Runs); + +elseif (mode == 0) +% disp('Deterministic Mode'); + [theta, hrf, fit, e, param] = Det_Logit(V0,t,tc,Run); + +end + +end diff --git a/CanlabCore/HRF_Est_Toolbox2/Fit_NLgamma.m b/CanlabCore/HRF_Est_Toolbox4/Fit_NLgamma.m similarity index 96% rename from CanlabCore/HRF_Est_Toolbox2/Fit_NLgamma.m rename to CanlabCore/HRF_Est_Toolbox4/Fit_NLgamma.m index 2ec199a5..d380f626 100644 --- a/CanlabCore/HRF_Est_Toolbox2/Fit_NLgamma.m +++ b/CanlabCore/HRF_Est_Toolbox4/Fit_NLgamma.m @@ -1,115 +1,115 @@ -function [hrf, fit, e, param] = Fit_NLgamma(tc, TR, Run, T ) -% -% Fits non-linear Gamma HRF model -% -% INPUTS: -% -% tc - time course -% TR - time resolution -% Runs - expermental design -% T - length of estimated HRF -% -% OUTPUTS: -% -% hrf - estimated hemodynamic response function -% fit - estimated time course -% e - residual time course -% param - estimated amplitude, height and width -% -% By Martin Lindquist -% Created by Martin Lindquist on 03/13/23 - - -numstim = length(Run); -len = length(Run{1}); -t=1:TR:T; - -V0 = repmat([1 6 1]',1,numstim); % [Height, Delay, Onset]; - -% Find optimal values - -options = optimset('MaxFunEvals',10000,'Maxiter',10000,'TolX',1e-6,'TolFun',1e-6,'Display','off'); -VM = fminsearch(@msq_nl_gamma,V0,options,Run,TR, T,tc); - -% Use optimal values to fit hemodynamic response functions -hrf =zeros(length(t),numstim); -fitt = zeros(len,numstim); -param = zeros(3,numstim); - -for g = 1:numstim - hrf(:,g) = NL_gamma(TR, T, VM(:,g)); % Calculate HRF estimate (fit, given theta) - param(:,g) = get_parameters2(hrf(:,g),t); - fits = conv(Run{g}, hrf(:,g)); - fitt(:,g) = fits(1:len); -end - -fit = sum(fitt,2); -e = tc-fit; -%fit = fit + b0; - -end - -%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% -% -% SUBFUNCTIONS -% -%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% - -function m=msq_nl_gamma(V, Run, TR, T, tc) - -numstim = length(Run); -len = length(Run{1}); -t=1:TR:T; -h = zeros(length(t),numstim); -yhatt =zeros(len,numstim); - -for k = 1:numstim - h(:,k) = NL_gamma(TR, T, V(:,k)); % Get NL gamma model corresponding to parameters V - yhat = conv(Run{k}, h(:,k)); % Convolve IL model with stick function - yhatt(:,k) = yhat(1:len); -end - -yhat2 = sum(yhatt,2); %Sum models together to get overall estimate - -m = sum((tc-yhat2).^2); % Calculate cost function - -end - -%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% - -function [h] = NL_gamma(TR, T, V) -% inverse logit -- creates fitted curve from parameter estimates -% -% t = vector of time points -% V = parameters - -% 3 logistic functions to be summed together - -height = V(1); -%delay = 6; -delay = V(2); -udelay = 16; -%dispersion = 1; -dispersion = V(3); -udisp = 1; -rtou = 6; -onset = 1; -klength = T-1; - - % p(1) - delay of response (relative to onset) 6 - % p(2) - delay of undershoot (relative to onset) 16 - % p(3) - dispersion of response 1 - % p(4) - dispersion of undershoot 1 - % p(5) - ratio of response to undershoot 6 - % p(6) - onset (seconds) 0 - % p(7) - length of kernel (seconds) 32 - -normhrf = spm_hrf(TR,[delay udelay dispersion udisp rtou onset klength]); -h = height.*normhrf ./ max(normhrf); - - -end - - -%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% -%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% +function [hrf, fit, e, param] = Fit_NLgamma(tc, TR, Run, T ) +% +% Fits non-linear Gamma HRF model +% +% INPUTS: +% +% tc - time course +% TR - time resolution +% Runs - expermental design +% T - length of estimated HRF +% +% OUTPUTS: +% +% hrf - estimated hemodynamic response function +% fit - estimated time course +% e - residual time course +% param - estimated amplitude, height and width +% +% By Martin Lindquist +% Created by Martin Lindquist on 03/13/23 + + +numstim = length(Run); +len = length(Run{1}); +t=1:TR:T; + +V0 = repmat([1 6 1]',1,numstim); % [Height, Delay, Onset]; + +% Find optimal values + +options = optimset('MaxFunEvals',10000,'Maxiter',10000,'TolX',1e-6,'TolFun',1e-6,'Display','off'); +VM = fminsearch(@msq_nl_gamma,V0,options,Run,TR, T,tc); + +% Use optimal values to fit hemodynamic response functions +hrf =zeros(length(t),numstim); +fitt = zeros(len,numstim); +param = zeros(3,numstim); + +for g = 1:numstim + hrf(:,g) = NL_gamma(TR, T, VM(:,g)); % Calculate HRF estimate (fit, given theta) + param(:,g) = get_parameters2(hrf(:,g),t); + fits = conv(Run{g}, hrf(:,g)); + fitt(:,g) = fits(1:len); +end + +fit = sum(fitt,2); +e = tc-fit; +%fit = fit + b0; + +end + +%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% +% +% SUBFUNCTIONS +% +%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% + +function m=msq_nl_gamma(V, Run, TR, T, tc) + +numstim = length(Run); +len = length(Run{1}); +t=1:TR:T; +h = zeros(length(t),numstim); +yhatt =zeros(len,numstim); + +for k = 1:numstim + h(:,k) = NL_gamma(TR, T, V(:,k)); % Get NL gamma model corresponding to parameters V + yhat = conv(Run{k}, h(:,k)); % Convolve IL model with stick function + yhatt(:,k) = yhat(1:len); +end + +yhat2 = sum(yhatt,2); %Sum models together to get overall estimate + +m = sum((tc-yhat2).^2); % Calculate cost function + +end + +%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% + +function [h] = NL_gamma(TR, T, V) +% inverse logit -- creates fitted curve from parameter estimates +% +% t = vector of time points +% V = parameters + +% 3 logistic functions to be summed together + +height = V(1); +%delay = 6; +delay = V(2); +udelay = 16; +%dispersion = 1; +dispersion = V(3); +udisp = 1; +rtou = 6; +onset = 1; +klength = T-1; + + % p(1) - delay of response (relative to onset) 6 + % p(2) - delay of undershoot (relative to onset) 16 + % p(3) - dispersion of response 1 + % p(4) - dispersion of undershoot 1 + % p(5) - ratio of response to undershoot 6 + % p(6) - onset (seconds) 0 + % p(7) - length of kernel (seconds) 32 + +normhrf = spm_hrf(TR,[delay udelay dispersion udisp rtou onset klength]); +h = height.*normhrf ./ max(normhrf); + + +end + + +%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% +%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% diff --git a/CanlabCore/HRF_Est_Toolbox2/Fit_Spline.m b/CanlabCore/HRF_Est_Toolbox4/Fit_Spline.m similarity index 100% rename from CanlabCore/HRF_Est_Toolbox2/Fit_Spline.m rename to CanlabCore/HRF_Est_Toolbox4/Fit_Spline.m diff --git a/CanlabCore/HRF_Est_Toolbox4/Fit_Spline_all.m b/CanlabCore/HRF_Est_Toolbox4/Fit_Spline_all.m new file mode 100644 index 00000000..e993835e --- /dev/null +++ b/CanlabCore/HRF_Est_Toolbox4/Fit_Spline_all.m @@ -0,0 +1,105 @@ +%function [hrf, fit, e, param] = Fit_Spline_all(tc, TR, Run, T) +function [HRF, Fit, Resid, Parameters, Results, df] = Fit_Spline_all(TC, TR, Run, T, Z) + +% function [hrf, fit, e, param] = Fit_Spline(tc, TR, Run, T) +% +% Fits Spline model +% +% INPUTS: +% +% TC - time course (voxel x time course) +% TR - time resolution +% Runs - expermental design +% T - length of estimated HRF +% Z - Nuisance covariates (time course x number of components) +% +% OUTPUTS: +% +% hrf - estimated hemodynamic response function +% fit - estimated time course +% e - residual time course +% param - estimated amplitude, height and width +% +% Created by Martin Lindquist on 07/11/24 +% Last edited: + +numstim = length(Run); % Number conditions +len = length(Run{1}); % length of run +t=1:TR:T; +tlen = length(t); % Number of time points in HRF +num_vox = size(TC,1); +num_time = size(TC,2); + +Resid = zeros(num_vox, num_time); +Fit = zeros(num_vox, num_time); +Results = cell(num_vox,1); +Parameters = zeros(num_vox, 3, numstim); +HRF = zeros(num_vox, tlen, numstim); + +param = zeros(3,numstim); + + + +K = 8; % Number of b-spline basis (This cxan be set to specification) +norder = 4; % Order of b-spline basis (This cxan be set to specification) + +% Create design matrix +basis = create_bspline_basis([0,tlen], K+3, norder); +B = eval_basis((1:tlen),basis); +B = B(:,3:end-1); + +Wi = zeros(len, numstim*K); +for j=1:numstim + Wji = tor_make_deconv_mtx3(Run{j},tlen,1); + Wi(:,(j-1)*K+1:j*K) = Wji(:,1:tlen)*B; +end + +X = [Wi Z (zeros(len,1)+1)]; + +df = size(X,2); + +pinvX = pinv(X); + +% Fit model +for v=1:num_vox + + y = TC(v,:)'; + b = pinvX*y; + e = y-X*b; + fit = X*b; + + b = reshape(b(1:(K*numstim)),K,numstim); + + % Get parameters + + hrf = full(B)*b; + + for i=1:numstim + param(:,i) = get_parameters2(hrf(:,i),1:tlen); + end + + info ={}; + info.b = b; + info.X = X; + info.H = B; + + Resid(v,:) = e'; + Fit(v,:) = fit'; + Results{v} = info; + Parameters(v,:,:) = param; + HRF(v,:,:) = hrf; + + disp(v) + +end + + + + + + + +end + +% END MAIN FUNCTION +%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% diff --git a/CanlabCore/HRF_Est_Toolbox4/Fit_Spline_all_AR.m b/CanlabCore/HRF_Est_Toolbox4/Fit_Spline_all_AR.m new file mode 100644 index 00000000..550e9135 --- /dev/null +++ b/CanlabCore/HRF_Est_Toolbox4/Fit_Spline_all_AR.m @@ -0,0 +1,109 @@ +%function [hrf, fit, e, param] = Fit_Spline_all(tc, TR, Run, T) +function [HRF, Fit, Resid, Parameters, Results, df] = Fit_Spline_all_AR(TC, TR, Run, T, Z, ar_lag) + +% function [hrf, fit, e, param] = Fit_Spline(tc, TR, Run, T) +% +% Fits Spline model +% +% INPUTS: +% +% TC - time course (voxel x time course) +% TR - time resolution +% Runs - expermental design +% T - length of estimated HRF +% Z - Nuisance covariates (time course x number of components) +% ar_lag - Number of lags in the AR model for residuals +% +% OUTPUTS: +% +% hrf - estimated hemodynamic response function +% fit - estimated time course +% e - residual time course +% param - estimated amplitude, height and width +% +% Created by Martin Lindquist on 07/11/24 +% Last edited: 11/29/24 + +if nargin < 6 + ar_lag = 0; % Default value +end + +numstim = length(Run); % Number conditions +len = length(Run{1}); % length of run +t=1:TR:T; +tlen = length(t); % Number of time points in HRF +num_vox = size(TC,1); +num_time = size(TC,2); + +Resid = zeros(num_vox, num_time); +Fit = zeros(num_vox, num_time); +Results = cell(num_vox,1); +Parameters = zeros(num_vox, 3, numstim); +HRF = zeros(num_vox, tlen, numstim); + +param = zeros(3,numstim); + + + +K = 8; % Number of b-spline basis (This cxan be set to specification) +norder = 4; % Order of b-spline basis (This cxan be set to specification) + +% Create design matrix +basis = create_bspline_basis([0,tlen], K+3, norder); +B = eval_basis((1:tlen),basis); +B = B(:,3:end-1); + +Wi = zeros(len, numstim*K); +for j=1:numstim + Wji = tor_make_deconv_mtx3(Run{j},tlen,1); + Wi(:,(j-1)*K+1:j*K) = Wji(:,1:tlen)*B; +end + +X = [Wi Z (zeros(len,1)+1)]; + +df = size(X,2); + + +% Fit model +for v=1:num_vox + + y = TC(v,:)'; + [b, ~, ~, ~, ~, ~, ~, ~, df, ~, ~, ~] = fit_gls2(y, X, [], ar_lag); + e = y-X*b; + fit = X*b; + + b = reshape(b(1:(K*numstim)),K,numstim); + + % Get parameters + + hrf = full(B)*b; + + for i=1:numstim + param(:,i) = get_parameters2(hrf(:,i),1:tlen); + end + + info ={}; + info.b = b; + info.X = X; + info.H = B; + + Resid(v,:) = e'; + Fit(v,:) = fit'; + Results{v} = info; + Parameters(v,:,:) = param; + HRF(v,:,:) = hrf; + + disp(v) + +end + + + + + + + +end + +% END MAIN FUNCTION +%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% diff --git a/CanlabCore/HRF_Est_Toolbox2/Fit_sFIR.m b/CanlabCore/HRF_Est_Toolbox4/Fit_sFIR.m similarity index 95% rename from CanlabCore/HRF_Est_Toolbox2/Fit_sFIR.m rename to CanlabCore/HRF_Est_Toolbox4/Fit_sFIR.m index 9ab0a51f..f9727d21 100644 --- a/CanlabCore/HRF_Est_Toolbox2/Fit_sFIR.m +++ b/CanlabCore/HRF_Est_Toolbox4/Fit_sFIR.m @@ -1,75 +1,75 @@ -function [hrf, fit, e, param] = Fit_sFIR(tc, TR, Run, T, mode) -% function [hrf, fit, e, param] = Fit_sFIR(tc,TR,Runs,T,mode) -% -% Fits FIR and smooth FIR model -% -% INPUTS: -% -% tc - time course -% TR - time resolution -% Runs - expermental design -% T - length of estimated HRF -% mode - FIR or smooth FIR -% options: -% 0 - standard FIR -% 1 - smooth FIR -% -% OUTPUTS: -% -% hrf - estimated hemodynamic response function -% fit - estimated time course -% e - residual time course -% param - estimated amplitude, height and width -% -% Created by Martin Lindquist on 10/02/09 -% Last edited: 05/17/13 (ML) - -numstim = length(Run); -len = length(Run{1}); -t=1:TR:T; -tlen = length(t); - -Runs = zeros(len,numstim); -for i=1:numstim - Runs(:,i) = Run{i}; -end - -[DX] = tor_make_deconv_mtx3(Runs,tlen,1); - -if mode == 1 - - C=(1:tlen)'*(ones(1,tlen)); - h = sqrt(1/(7/TR)); % 7 seconds smoothing - ref. Goutte - - v = 0.1; - sig = 1; - - R = v*exp(-h/2*(C-C').^2); - RI = inv(R); - MRI = zeros(numstim*tlen+1); - for i=1:numstim, - MRI(((i-1)*tlen+1):(i*tlen),((i-1)*tlen+1):(i*tlen)) = RI; - end; - - b = inv(DX'*DX+sig^2*MRI)*DX'*tc; - fit = DX*b; - e = tc - DX*b; - -elseif mode == 0 - - b = pinv(DX)*tc; - fit = DX*b; - e = tc - DX*b; - -end - - -hrf =zeros(tlen,numstim); -param = zeros(3,numstim); - -for i=1:numstim, - hrf(:,i) = b(((i-1)*tlen+1):(i*tlen))'; - param(:,i) = get_parameters2(hrf(:,i),(1:tlen)); -end; - +function [hrf, fit, e, param] = Fit_sFIR(tc, TR, Run, T, mode) +% function [hrf, fit, e, param] = Fit_sFIR(tc,TR,Runs,T,mode) +% +% Fits FIR and smooth FIR model +% +% INPUTS: +% +% tc - time course +% TR - time resolution +% Runs - expermental design +% T - length of estimated HRF +% mode - FIR or smooth FIR +% options: +% 0 - standard FIR +% 1 - smooth FIR +% +% OUTPUTS: +% +% hrf - estimated hemodynamic response function +% fit - estimated time course +% e - residual time course +% param - estimated amplitude, height and width +% +% Created by Martin Lindquist on 10/02/09 +% Last edited: 05/17/13 (ML) + +numstim = length(Run); +len = length(Run{1}); +t=1:TR:T; +tlen = length(t); + +Runs = zeros(len,numstim); +for i=1:numstim + Runs(:,i) = Run{i}; +end + +[DX] = tor_make_deconv_mtx3(Runs,tlen,1); + +if mode == 1 + + C=(1:tlen)'*(ones(1,tlen)); + h = sqrt(1/(7/TR)); % 7 seconds smoothing - ref. Goutte + + v = 0.1; + sig = 1; + + R = v*exp(-h/2*(C-C').^2); + RI = inv(R); + MRI = zeros(numstim*tlen+1); + for i=1:numstim, + MRI(((i-1)*tlen+1):(i*tlen),((i-1)*tlen+1):(i*tlen)) = RI; + end; + + b = inv(DX'*DX+sig^2*MRI)*DX'*tc; + fit = DX*b; + e = tc - DX*b; + +elseif mode == 0 + + b = pinv(DX)*tc; + fit = DX*b; + e = tc - DX*b; + +end + + +hrf =zeros(tlen,numstim); +param = zeros(3,numstim); + +for i=1:numstim, + hrf(:,i) = b(((i-1)*tlen+1):(i*tlen))'; + param(:,i) = get_parameters2(hrf(:,i),(1:tlen)); +end; + end \ No newline at end of file diff --git a/CanlabCore/HRF_Est_Toolbox4/Fit_sFIR_all.m b/CanlabCore/HRF_Est_Toolbox4/Fit_sFIR_all.m new file mode 100644 index 00000000..dc36d0e7 --- /dev/null +++ b/CanlabCore/HRF_Est_Toolbox4/Fit_sFIR_all.m @@ -0,0 +1,125 @@ +%function [hrf, fit, e, param] = Fit_sFIR(tc, TR, Run, T, mode) +function [HRF, Fit, Resid, Parameters, Results, df] = Fit_sFIR_all(TC, TR, Runc, T, mode, Z) +% function [hrf, fit, e, param] = Fit_sFIR(tc,TR,Runs,T,mode) +% +% Fits FIR and smooth FIR model +% +% INPUTS: +% +% tc - time course +% TR - time resolution +% Runs - expermental design +% T - length of estimated HRF +% mode - FIR or smooth FIR +% options: +% 0 - standard FIR +% 1 - smooth FIR +% +% OUTPUTS: +% +% hrf - estimated hemodynamic response function +% fit - estimated time course +% e - residual time course +% param - estimated amplitude, height and width +% +% Created by Martin Lindquist on 07/11/24 +% Last edited: + +numstim = length(Runc); +len = length(Runc{1}); +t=1:TR:T; +tlen = length(t); +num_vox = size(TC,1); +num_time = size(TC,2); + +Resid = zeros(num_vox, num_time); +Fit = zeros(num_vox, num_time); +Results = cell(num_vox,1); +Parameters = zeros(num_vox, 3, numstim); +HRF = zeros(num_vox, tlen, numstim); + +Runs = zeros(len,numstim); +for i=1:numstim + Runs(:,i) = Runc{i}; +end + +[DX] = tor_make_deconv_mtx3(Runs,tlen,1); +X = [DX Z]; + +df = size(X,2); + + +if mode == 1 + + C=(1:tlen)'*(ones(1,tlen)); + h = sqrt(1/(7/TR)); % 7 seconds smoothing - ref. Goutte + + v = 0.1; + sig = 1; + + R = v*exp(-h/2*(C-C').^2); + RI = inv(R); + MRI = zeros(numstim*tlen+1); + for i=1:numstim + MRI(((i-1)*tlen+1):(i*tlen),((i-1)*tlen+1):(i*tlen)) = RI; + end + + + f = inv(blkdiag(DX'*DX+sig^2*MRI, Z'*Z))*X'; + + for v=1:num_vox + y = TC(v,:)'; + b = f*y; + fit = X*b; + e = y - fit; + + hrf =zeros(tlen,numstim); + param = zeros(3,numstim); + + for i=1:numstim + hrf(:,i) = b(((i-1)*tlen+1):(i*tlen))'; + param(:,i) = get_parameters2(hrf(:,i),(1:tlen)); + end + + info ={}; + Resid(v,:) = e'; + Fit(v,:) = fit'; + Results{v} = info; + Parameters(v,:,:) = param; + HRF(v,:,:) = hrf; + + disp(v); + + end + +elseif mode == 0 + + pX = pinv(X); + for v=1:num_vox + y = TC(v,:)'; + b = pX*y; + fit = X*b; + e = y - fit; + + hrf =zeros(tlen,numstim); + param = zeros(3,numstim); + + for i=1:numstim + hrf(:,i) = b(((i-1)*tlen+1):(i*tlen))'; + param(:,i) = get_parameters2(hrf(:,i),(1:tlen)); + end + + info ={}; + Resid(v,:) = e'; + Fit(v,:) = fit'; + Results{v} = info; + Parameters(v,:,:) = param; + HRF(v,:,:) = hrf; + + disp(v) + end +end + + + +end \ No newline at end of file diff --git a/CanlabCore/HRF_Est_Toolbox4/Fit_sFIR_all_AR.m b/CanlabCore/HRF_Est_Toolbox4/Fit_sFIR_all_AR.m new file mode 100644 index 00000000..10e06068 --- /dev/null +++ b/CanlabCore/HRF_Est_Toolbox4/Fit_sFIR_all_AR.m @@ -0,0 +1,132 @@ +%function [hrf, fit, e, param] = Fit_sFIR(tc, TR, Run, T, mode) +function [HRF, Fit, Resid, Parameters, Results, df] = Fit_sFIR_all_AR(TC, TR, Runc, T, mode, Z, ar_lag) +% function [hrf, fit, e, param] = Fit_sFIR(tc,TR,Runs,T,mode) +% +% Fits FIR and smooth FIR model +% +% INPUTS: +% +% tc - time course +% TR - time resolution +% Runs - expermental design +% T - length of estimated HRF +% mode - FIR or smooth FIR +% options: +% 0 - standard FIR +% 1 - smooth FIR +% ar_lag - Number of lags in the AR model for residuals +% +% OUTPUTS: +% +% hrf - estimated hemodynamic response function +% fit - estimated time course +% e - residual time course +% param - estimated amplitude, height and width +% +% Created by Martin Lindquist on 07/11/24 +% Last edited: 11/29/24 + +if nargin < 7 + ar_lag = 0; % Default value +end + +numstim = length(Runc); +len = length(Runc{1}); +t=1:TR:T; +tlen = length(t); +num_vox = size(TC,1); +num_time = size(TC,2); + +Resid = zeros(num_vox, num_time); +Fit = zeros(num_vox, num_time); +Results = cell(num_vox,1); +Parameters = zeros(num_vox, 3, numstim); +HRF = zeros(num_vox, tlen, numstim); + +Runs = zeros(len,numstim); +for i=1:numstim + Runs(:,i) = Runc{i}; +end + +[DX] = tor_make_deconv_mtx3(Runs,tlen,1); +X = [DX Z]; + +df = size(X,2); + + +if mode == 1 + + C=(1:tlen)'*(ones(1,tlen)); + h = sqrt(1/(7/TR)); % 7 seconds smoothing - ref. Goutte + + v = 0.1; + sig = 1; + + R = v*exp(-h/2*(C-C').^2); + RI = inv(R); + MRI = zeros(numstim*tlen+1); + for i=1:numstim + MRI(((i-1)*tlen+1):(i*tlen),((i-1)*tlen+1):(i*tlen)) = RI; + end + + + f = inv(blkdiag(DX'*DX+sig^2*MRI, Z'*Z))*X'; + + for v=1:num_vox + y = TC(v,:)'; + b = f*y; + fit = X*b; + e = y - fit; + + hrf =zeros(tlen,numstim); + param = zeros(3,numstim); + + for i=1:numstim + hrf(:,i) = b(((i-1)*tlen+1):(i*tlen))'; + param(:,i) = get_parameters2(hrf(:,i),(1:tlen)); + end + + info ={}; + Resid(v,:) = e'; + Fit(v,:) = fit'; + Results{v} = info; + Parameters(v,:,:) = param; + HRF(v,:,:) = hrf; + + disp(v); + + end + +elseif mode == 0 + + %pX = pinv(X); + for v=1:num_vox + + y = TC(v,:)'; + [b, ~, ~, ~, ~, ~, ~, ~, df, ~, ~, ~] = fit_gls2(y, X, [], ar_lag); + fit = X*b; + e = y - fit; + + + hrf =zeros(tlen,numstim); + param = zeros(3,numstim); + + for i=1:numstim + hrf(:,i) = b(((i-1)*tlen+1):(i*tlen))'; + param(:,i) = get_parameters2(hrf(:,i),(1:tlen)); + end + + info ={}; + Resid(v,:) = e'; + Fit(v,:) = fit'; + Results{v} = info; + Parameters(v,:,:) = param; + HRF(v,:,:) = hrf; + + disp(v) + end +end + + + +end \ No newline at end of file diff --git a/CanlabCore/HRF_Est_Toolbox4/Get_Logit.m b/CanlabCore/HRF_Est_Toolbox4/Get_Logit.m new file mode 100644 index 00000000..6a4c3dfe --- /dev/null +++ b/CanlabCore/HRF_Est_Toolbox4/Get_Logit.m @@ -0,0 +1 @@ +function [h, base] = Get_Logit(V,t) % % [h] = get_logit(V,t) % % Calculate inverse logit (IL) HRF model % Creates fitted curve - 3 logistic functions to be summed together - from parameter estimates % % INPUT: V, t % t = vector of time points % V = parameters % % By Martin Lindquist and Tor Wager % Edited 12/12/06 % A1 = V(1); T1 = V(2); d1 = V(3); A2 = V(4); T2 = V(5); A3 = V(6); T3 = V(7); d2 = -d1*(ilogit(A1*(1-T1)) - ilogit(A3*(1-T3)))/(ilogit(A2*(1-T2)) + ilogit(A3*(1-T3))); d3 = abs(d2)-abs(d1); h = d1*ilogit(A1*(t-T1))+d2*ilogit(A2*(t-T2))+d3*ilogit(A3*(t-T3)); % Superimpose 3 IL functions h = h'; base =zeros(3,length(t)); base(1,:) = ilogit(A1*(t-T1)); base(2,:) = ilogit(A2*(t-T2)); base(3,:) = ilogit(A3*(t-T3)); return \ No newline at end of file diff --git a/CanlabCore/HRF_Est_Toolbox4/HMHRFest.m b/CanlabCore/HRF_Est_Toolbox4/HMHRFest.m new file mode 100644 index 00000000..b52f809a --- /dev/null +++ b/CanlabCore/HRF_Est_Toolbox4/HMHRFest.m @@ -0,0 +1,602 @@ +function [Res] = HMHRFest(y, Runs, TR, nbasis, norder) +%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% +% HRF estimation algorithm +% +% By David Degras and Martin Lindquist +% Created: 08/22/12 +% Last edited: 03/27/14 +% +% INPUTS: +% +% y: Data matrix (#time points) by (#subjects) by (#voxels) +% Runs: Stick functions for each subject (#time points) by (#conditions) by (#subjects) +% TR: Time resolution +% nbasis: Number of b-spline basis +% norder: Order of b-spline basis + +%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% +% Set initial values + +% TR = 1; % TR of experiment +% nbasis = 20; % Number of b-spline basis +% norder = 6; % Order of b-spline basis + +[len, sub, voxpar] = size(y); +[~, L, ~] = size(Runs); + +I = 1; % Number of groups +N1 = sub; % N1: Number of subjects in Group 1 +Tlen = 30/TR; % Length of HRF +q = 2; % Number of nuisance parameters +p = 1; % AR order +lambda = 50; % Smoothing parameter + + +%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% +% Info about the parcellation + +voxels = sum(voxpar); % Total number of voxels +parcels = length(voxpar); % Number of parcels +parind = zeros(voxpar(1),1)+1; + + +%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% +% Create a struct containing all initial values + +Init = {}; +Init.I = I; +Init.sub = sub; +Init.len = len; +Init.N1 = N1; +Init.L = L; +Init.TR = TR; +Init.Tlen = Tlen; +Init.nbasis = nbasis; +Init.norder = norder; +Init.q = q; +Init.p = p; +Init.lambda = lambda; +Init.voxels = voxels; +Init.parcels = parcels; +Init.voxpar = voxpar; +Init.parind = parind; + + +%% +%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% +% Generate basis sets for potential HRF shapes. + +hphi = zeros(3,nbasis); % Basis sets for 3 potenital HRF shapes +hf = CanonicalBasisSet(TR); + +% Create bspline basis set +basis = create_bspline_basis([0,Tlen], nbasis+8, norder); +B = eval_basis((1:Tlen),basis); +B = B(:,6:end-3); + + +Init.B = B; +SM = zeros(Tlen,3); +for i=1:3, + + Run = zeros(Tlen,1); + Run(1:(2*(i-1)+1)) = 1; + s = conv(hf,Run); + s = s(1:Tlen); + s = s./max(s); + + SM(:,i) = s; + tmp = (inv(B'*B)*B'*s)'; + hphi(i,:) = tmp./sum(tmp.^2); + +end + +hphi = orth(hphi')'; % Orthogonalize + +Init.hphi = hphi; + + +G0 = (inv(B'*B)*B'*hf); % Need these values for Hotellings test. + + + +%% + +%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% +% Estimation of HRF and nuisance parameters + +Beta = zeros(L, voxels); % Voxel-wise beta +G = zeros(nbasis, voxels); % Voxel-wise gamma +K = zeros(N1*nbasis*L, voxels); % Voxel-wise ksi +% E = zeros(len, voxels); % Voxel-wise epsilon +Ar = zeros(p,voxels); % Voxel-wise AR coeficients +S2e = zeros(1,voxels); % Voxel-wise withing-subject variance +CC = zeros(1,voxels); % Voxel-wise Lagrange Multiplier + +% Create initial covariance matrix (indentity matrix for all subjects) + +iV = zeros(len,len,sub); +for j=1:sub + iV(:,:,j) = eye(len); +end + +%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% +%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% +% Step 1: Pilot Estimation of the brain response +% First-pass estimation of beta and gamma for each voxel + +for v = 1:voxels + + [beta, gamma, C, AE, sig2e, ksiv, ~, XB, Phi, P] = EstimationVoxel(y(:,:,v), iV, Runs, Init); + + % Store results + Beta(:,v) = beta; + G(:,v) = gamma; + Ar(:,v) = AE'; + S2e(v) = sig2e; + K(:,v) = ksiv; + CC(:,v) = C; +% E(:,v) = epsv; + +end + + +%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% +%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% +% Step 2: Estimation of the temporal dependence + +A = zeros(len,len,parcels); +sig2_eps = zeros(1,parcels); +phi = zeros(p,parcels); + +% Estimate parcel-specific matrix Am (AR components) + +for m = 1:parcels + + ind = (parind == m); + % vind = find(ind); + phi(:,m) = mean(Ar(:,ind)); + sig2_eps(m) = mean(S2e(ind)); + + Atmp = eye(len); + for t=1:(len-1) + Atmp = Atmp + (phi.^t).*(diag(ones(len-t,1),t) + diag(ones(len-t,1),-t)); + end + A(:,:,m) = (1/(1-phi^2))*Atmp; + +end + + +% Estimate rho + +rho_l = zeros(nbasis,L,voxels); +sig2_ksi = zeros(L,voxels); +Tksi = zeros(L*nbasis,L*nbasis); + +for v=1:voxels + + Ksi2 = zeros(1,L); + KK = zeros(nbasis,nbasis,L); + Tksi_l = zeros(nbasis,nbasis,L); + + for j=1:N1, + + ksiv = K(:,v); + ksi = ksiv((j-1)*nbasis*L+1:(j*nbasis*L)); + ksi = reshape(ksi,nbasis,L); + + for l=1:L + Ksi2(l) = Ksi2(l) + ksi(:,l)'*ksi(:,l); + KK(:,:,l) = KK(:,:,l) + ksi(:,l)*ksi(:,l)'; + end + + end + + for l=1:L + + sig2_ksi(l,v) = Ksi2(l)/(N1*nbasis); + CVM = KK(:,:,l)/N1; + + [~,CM] = cov2corr(CVM); + + for k=1:nbasis + rho_l(k,l,v) = mean(diag(CM,(k-1))); + end + + Tksi_l(:,:,l) = toeplitz(rho_l(:,l,v)); + Tksi((l-1)*nbasis+1:l*nbasis, (l-1)*nbasis+1:l*nbasis, v) = Tksi_l(:,:,l); + + end + +end + + +rho = mean(rho_l,3); +Tksi = mean(Tksi,3); +rho_new = rho; + + + +%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% +% EM-algorithm + +% START HERE + +maxiter = 10; +tol = 1e-6; +rho_norm = 100; +sig_norm = 100; +niter = 1; +%options = optimset('MaxFunEvals',1000,'Maxiter',1000,'TolX',1e-6,'TolFun',1e-6,'Display','off'); +options = optimset('MaxFunEvals',500,'Maxiter',500,'TolX',1e-6,'TolFun',1e-6,'Display','off'); + +while (rho_norm>=tol && sig_norm>=tol && (niter <= maxiter)) + + rho_tmp = zeros(nbasis,L,voxels); + Tksi_tmp = zeros(L*nbasis,L*nbasis,voxels); + + sig2_ksi_old = sig2_ksi; + rho_old = rho_new; + + for v=1:voxels + + if (sum(sig2_ksi ==0) == 0) + isig2k = 1./sig2_ksi(:,v); + else + isig2k = zeros(size(sig2_ksi)); + end + + m = parind(v); + iA = inv(A(:,:,m)); + isig2e = 1/sig2_eps(m); + iTksi = pinv(Tksi); + C = zeros(nbasis,nbasis,L); + + k2 = kron(diag(isig2k),eye(nbasis)); + kbg = kron(beta,gamma); + for j=1:N1 + + Bj = inv(XB(:,:,j)'*(isig2e*iA)*XB(:,:,j) + iTksi + k2); + Rj = eye(len) - Phi(:,:,j)*inv(Phi(:,:,j)'*iV(:,:,j)*Phi(:,:,j))*Phi(:,:,j)'*iV(:,:,j); + ksi = Bj*XB(:,:,j)'*(isig2e*iA)*Rj*(y(:,j,v) - XB(:,:,j)*kbg); + K((j-1)*L*nbasis+1:j*L*nbasis,v) = ksi; + + for l=1:L + C(:,:,l) = C(:,:,l) + (ksi((l-1)*nbasis+1:l*nbasis)*ksi((l-1)*nbasis+1:l*nbasis)'); % + Bj((l-1)*nbasis+1:l*nbasis, (l-1)*nbasis+1:l*nbasis)); + end + + end + + for l=1:L + dbstop if error + + rho_tmp(1,l,v) = 1; + rho_tmp(2:end,l,v) = fminsearch(@minQ,rho_old(2:end,l),options,diag(isig2k),N1,nbasis); + + Tksi_tmp((l-1)*nbasis+1:l*nbasis, (l-1)*nbasis+1:l*nbasis, v) = toeplitz(rho_new(:,l)); + sig2_ksi(l,v) = max(0, trace(pinv(Tksi((l-1)*nbasis+1:l*nbasis, (l-1)*nbasis+1:l*nbasis))*C(:,:,l))/(N1*nbasis)); + end + + end + + rho_new = mean(rho_tmp,3); + Tksi = mean(Tksi_tmp,3); + + rho_norm = norm(rho_new - rho_old); + sig_norm = norm(sig2_ksi - sig2_ksi_old); + niter = niter + 1; + +end + +% END HERE +%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% + + +%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% +%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% +% Step 3: Estimation of between-subject variance + + +AA = zeros(L,L); +for l1=1:L + for l2=1:L + for j=1:N1 + XBj1 = XB(:,(l1-1)*nbasis+1:l1*nbasis,j); + XBj2 = XB(:,(l2-1)*nbasis+1:l2*nbasis,j); + AA(l1,l2) = AA(l1,l2) + trace(XBj1*Tksi((l1-1)*nbasis+1:l1*nbasis, (l1-1)*nbasis+1:l1*nbasis)*XBj1'*XBj2*Tksi((l2-1)*nbasis+1:l2*nbasis, (l2-1)*nbasis+1:l2*nbasis)*XBj2'); + end + end +end +AA = (AA+AA')/2; + +for v =1:voxels + + bb = zeros(L,1); + m = parind(v); + + for j=1:N1 + + Rj = iV(:,:,j)*(eye(len) - Phi(:,:,j)*inv(Phi(:,:,j)'*iV(:,:,j)*Phi(:,:,j))*Phi(:,:,j)'); + r_j = Rj*y(:,j) - Rj*XB(:,:,j)*kron(Beta(:,v),G(:,v)); + + for l=1:L + XBj = XB(:,(l-1)*nbasis+1:l*nbasis,j); + bb(l) = bb(l) + (r_j'*XBj*Tksi((l-1)*nbasis+1:l*nbasis, (l-1)*nbasis+1:l*nbasis)*XBj'*r_j - sig2_eps(m)*trace(Tksi((l-1)*nbasis+1:l*nbasis, (l-1)*nbasis+1:l*nbasis)*XBj'*A(:,:,m)*XBj)); + end + end + sig2_ksi(:,v) = quadprog(AA,bb,[],[],[],[],zeros(L,1)); + +end + + + + +%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% +% Second-pass estimation of beta and gamma for each voxel + +% sig2_ksi = zeros(1,voxels); + +for v = 1:voxels + + % Compute inverse of total covariance matrix V + iV = zeros(len,len,sub); + D = diag(sig2_ksi(:,v)); + for j=1:sub + V = XB(:,:,j)*(kron(D,eye(nbasis)))*Tksi*XB(:,:,j)' + sig2_eps(parind(v))*A(:,:,m); + iV(:,:,j) = inv(V); + end + + % Second-pass estimate of beta and gamma +% [beta, gamma, C, AE, sig2e, ksiv, epsv, XB, Phi] = EstimationVoxel(y(:,:,v), iV, Runs, Init); + [beta, gamma, C] = EstimationVoxel(y(:,:,v), iV, Runs, Init); + Beta(:,v) = beta; + G(:,v) = gamma; + CC(:,v) = C; + K(:,v) = ksiv; +end + + +%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% +% Inference + +sbeta = zeros(L,voxels); +sgamma = zeros(nbasis,voxels); +HT = zeros(1,voxels); + +sbeta2 = zeros(L,voxels); +sbeta3 = zeros(L,voxels); + + +Beta2 = Beta; +whmax = zeros(size(Beta)); + +for v = 1:voxels + + M=0; + Ny =0; + for j=1:sub + Rj = eye(len) - Phi(:,:,j)*inv(Phi(:,:,j)'*iV(:,:,j)*Phi(:,:,j))*Phi(:,:,j)'*iV(:,:,j); + M = M + XB(:,:,j)'*Rj'*iV(:,:,j)*Rj*XB(:,:,j); + Ny = Ny + XB(:,:,j)'*iV(:,:,j)*Rj*y(:,j); + end + + ZB = kron(eye(L),G(:,v)); + VB = ZB'*M*ZB; + sbeta(:,v) = sqrtm(VB)*Beta(:,v); + + for l=1:L + hh = B*G; + tmp = hh*Beta(l,v); + [a,b] = max(abs(tmp)); + Beta2(l,v) = tmp(b); + whmax(l,v) = b; + end + + sbeta2(:,v) = sqrtm(VB)*Beta2(:,v); + + ZG = kron(Beta(:,v),eye(nbasis)); + VG = ZG'*M*ZG; + sgamma(:,v) = sqrtm(VG)*(G(:,v)-G0); + + HT(v) = (G(:,v)-G0)'*sqrtm(VG)*(G(:,v)-G0); + + +end + + + +%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% +% Bookkeeping +Res = {}; +Res.beta = Beta; % Voxel-wise beta +Res.gamma = G; % Voxel-wise gamma +Res.H = B*G; % Voxel-wise HRF estimates +% Res.Err = Err; +Res.AR = phi; +Res.S2e = sig2_eps; +% Res.K = K; +Res.S2k = sig2_ksi; +Res.rho = rho_new; + +Res.sbeta = sbeta; +Res.beta2 = Beta2; + +Res.sgamma = sgamma; +Res.sbeta2 = sbeta2; + +Res.whmax = whmax; +Res.HT = HT; +Res.K = K; + +% Res.sgamma2 = sgamma2; +% Res.SigmaE = SigmaE; +% Res.sPhi = sPhi; +% Res.Vbeta = Vb; +% Res.Vgamma = Vg; + + +end + +%% +%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% +% +% SUBFUNCTIONS +% +%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% + + +function Q=minQ(rho,D, N1,nbasis) + +rho = [1; rho]; + +Tksi = toeplitz(rho); + +Q = (N1*nbasis*log(det(D)) +N1*log(det(Tksi)) + N1); + +end + + +function [beta, gamma, C, AR, sig2e, ksiv, epsv, XB, Phi, P] = EstimationVoxel(y, iV, Runs, Init) + +% Initial values +nbasis = Init.nbasis; +%norder = Init.norder; +Tlen = Init.Tlen; +len = Init.len; +L = Init.L; +N1 = Init.N1; +q = Init.q; +p = Init.p; +lambda = Init.lambda; +hphi = Init.hphi; +B = Init.B; + +%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% +% Create model matrices + + +% Create design matrix + +XB = zeros(len, nbasis*L , N1); +for j=1:N1 + Xj = []; + for l=1:L + Xjl = tor_make_deconv_mtx3(Runs(:,l,j),Tlen,1); + Xj = [Xj Xjl(:,1:Tlen)*B]; + end + + XB(:,:,j) = Xj; +end + +% Create nuisance matrix +Phi_ij = zeros(len,q); +Phi_ij(:,1) = 1; +Phi_ij(:,2) = (1:len)./len; +% Phi_ij(:,3) = Phi_ij(:,2).^2; +Phi_ij = orth(Phi_ij); % Orthogonalize matrix + +Phi = zeros(len, q, N1); +for j=1:N1 + Phi(:,:,j) = Phi_ij; +end + +%% + +%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% +% Estimation algorithm + + +% Step 1: Compute penalty + +P = eye(nbasis); + +numh = size(hphi,1); +for q = 1:numh, + P = P - hphi(q,:)'*hphi(q,:); +end + + +% Step 2: Estimate initial value of gamma + +sXRX = 0; +sXRy = 0; + +for j=1:N1, + Rj = iV(:,:,j)*(eye(len) - Phi(:,:,j)*inv(Phi(:,:,j)'*iV(:,:,j)*Phi(:,:,j))*Phi(:,:,j)'*iV(:,:,j)); + sXRX = sXRX + XB(:,:,j)'*Rj*XB(:,:,j); + sXRy = sXRy + XB(:,:,j)'*Rj*y(:,j); +end + +h0 = inv(sXRX + N1*lambda*kron(eye(L),P))*sXRy; +h0 = reshape(h0,nbasis,L); +tmp = sum(h0,2); +gamma = tmp./norm(tmp,2); + +% Step 3: Iteratively estimate beta and gamma + +betaold = zeros(L,1); +beta = ones(L,1); +gammaold = zeros(size(gamma)); + + +cnt = 0; +while ((norm(gamma - gammaold) > 0.0001 || norm(beta-betaold) > 0.0001) && cnt < 1000) + betaold = beta; + gammaold = gamma; + cnt = cnt + 1; + + Z = kron(eye(L),gamma); + W1 = Z'*sXRX*Z; + W2 = Z'*sXRy; + beta = inv(W1'*W1)*W1'*W2; + + + Z = kron(beta,eye(nbasis)); + W1 = Z'*sXRX*Z + N1*lambda*P; + W2 = Z'*sXRy; + + [U,D,~] = svd(W1); + lam = diag(D); + + [C,~,flag] = fzero(@(C) sum(((W2'*U).^2)'./((lam+C).^2)) - 1, 0); + if (flag == -6) + C = 0.1; + end + + W1 = W1 + C*eye(nbasis); + gamma = inv(W1'*W1)*W1'*W2; + gamma = gamma./norm(gamma,2); + + if (sum(abs(beta)) < 0.001), cnt = 1000; end % End if all beta are close to zeros +end + +% Step 4: Estimation of temporal dependence + + +AR = zeros(N1,p); +sig2e = zeros(N1,1); +ksiv = zeros(N1*nbasis*L,1); +epsv = zeros(len,1); + +for j=1:N1, + + Rj = iV(:,:,j)*(eye(len) - Phi(:,:,j)*inv(Phi(:,:,j)'*iV(:,:,j)*Phi(:,:,j))*Phi(:,:,j)'); + r_j = Rj*y(:,j) - Rj*XB(:,:,j)*kron(beta,gamma); + ksi = inv(XB(:,:,j)'*XB(:,:,j) + 1000*eye(L*nbasis))*XB(:,:,j)'*r_j; + + epsilon = r_j; + epsv = epsv + epsilon; + + [a,e] = aryule(epsilon,p); + + AR(j,:) = -a(2:end); + sig2e(j) = e; + + ksiv((j-1)*nbasis*L+1:(j*nbasis*L)) = ksi; + +end + +AR = mean(AR); +sig2e = max(mean(sig2e),0); + +end \ No newline at end of file diff --git a/CanlabCore/HRF_Est_Toolbox2/New_fminsearchbnd/fminsearchbnd.m b/CanlabCore/HRF_Est_Toolbox4/New_fminsearchbnd/fminsearchbnd.m similarity index 100% rename from CanlabCore/HRF_Est_Toolbox2/New_fminsearchbnd/fminsearchbnd.m rename to CanlabCore/HRF_Est_Toolbox4/New_fminsearchbnd/fminsearchbnd.m diff --git a/CanlabCore/HRF_Est_Toolbox2/New_fminsearchbnd/testFMinSearchNew.m b/CanlabCore/HRF_Est_Toolbox4/New_fminsearchbnd/testFMinSearchNew.m similarity index 100% rename from CanlabCore/HRF_Est_Toolbox2/New_fminsearchbnd/testFMinSearchNew.m rename to CanlabCore/HRF_Est_Toolbox4/New_fminsearchbnd/testFMinSearchNew.m diff --git a/CanlabCore/HRF_Est_Toolbox4/Old_stuff/.svn/entries b/CanlabCore/HRF_Est_Toolbox4/Old_stuff/.svn/entries new file mode 100644 index 00000000..283da480 --- /dev/null +++ b/CanlabCore/HRF_Est_Toolbox4/Old_stuff/.svn/entries @@ -0,0 +1,439 @@ +10 + +dir +1964 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a/CanlabCore/HRF_Est_Toolbox2/Old_stuff/Fit_Logit_allstim.m b/CanlabCore/HRF_Est_Toolbox4/Old_stuff/.svn/text-base/Fit_Logit_allstim.m.svn-base similarity index 100% rename from CanlabCore/HRF_Est_Toolbox2/Old_stuff/Fit_Logit_allstim.m rename to CanlabCore/HRF_Est_Toolbox4/Old_stuff/.svn/text-base/Fit_Logit_allstim.m.svn-base diff --git a/CanlabCore/HRF_Est_Toolbox2/Old_stuff/Fit_sFIRold.m b/CanlabCore/HRF_Est_Toolbox4/Old_stuff/.svn/text-base/Fit_sFIRold.m.svn-base similarity index 100% rename from CanlabCore/HRF_Est_Toolbox2/Old_stuff/Fit_sFIRold.m rename to CanlabCore/HRF_Est_Toolbox4/Old_stuff/.svn/text-base/Fit_sFIRold.m.svn-base diff --git a/CanlabCore/HRF_Est_Toolbox2/Old_stuff/Get_parameters_Logit.m b/CanlabCore/HRF_Est_Toolbox4/Old_stuff/.svn/text-base/Get_parameters_Logit.m.svn-base similarity index 100% rename from CanlabCore/HRF_Est_Toolbox2/Old_stuff/Get_parameters_Logit.m rename to CanlabCore/HRF_Est_Toolbox4/Old_stuff/.svn/text-base/Get_parameters_Logit.m.svn-base diff --git a/CanlabCore/HRF_Est_Toolbox2/Old_stuff/Get_parameters_Logit2_2hrfs.m b/CanlabCore/HRF_Est_Toolbox4/Old_stuff/.svn/text-base/Get_parameters_Logit2_2hrfs.m.svn-base similarity index 100% rename from CanlabCore/HRF_Est_Toolbox2/Old_stuff/Get_parameters_Logit2_2hrfs.m rename to CanlabCore/HRF_Est_Toolbox4/Old_stuff/.svn/text-base/Get_parameters_Logit2_2hrfs.m.svn-base diff --git a/CanlabCore/HRF_Est_Toolbox2/Old_stuff/More_recent_old_stuff/ScanSim4.m b/CanlabCore/HRF_Est_Toolbox4/Old_stuff/.svn/text-base/ScanSim4.m.svn-base similarity index 100% rename from CanlabCore/HRF_Est_Toolbox2/Old_stuff/More_recent_old_stuff/ScanSim4.m rename to CanlabCore/HRF_Est_Toolbox4/Old_stuff/.svn/text-base/ScanSim4.m.svn-base diff --git a/CanlabCore/HRF_Est_Toolbox2/Old_stuff/cost.m b/CanlabCore/HRF_Est_Toolbox4/Old_stuff/.svn/text-base/cost.m.svn-base similarity index 100% rename from CanlabCore/HRF_Est_Toolbox2/Old_stuff/cost.m rename to CanlabCore/HRF_Est_Toolbox4/Old_stuff/.svn/text-base/cost.m.svn-base diff --git a/CanlabCore/HRF_Est_Toolbox2/Old_stuff/cost2.m b/CanlabCore/HRF_Est_Toolbox4/Old_stuff/.svn/text-base/cost2.m.svn-base similarity index 100% rename from CanlabCore/HRF_Est_Toolbox2/Old_stuff/cost2.m rename to CanlabCore/HRF_Est_Toolbox4/Old_stuff/.svn/text-base/cost2.m.svn-base diff --git a/CanlabCore/HRF_Est_Toolbox2/Old_stuff/cost_allstim.m b/CanlabCore/HRF_Est_Toolbox4/Old_stuff/.svn/text-base/cost_allstim.m.svn-base similarity index 100% rename from CanlabCore/HRF_Est_Toolbox2/Old_stuff/cost_allstim.m rename to CanlabCore/HRF_Est_Toolbox4/Old_stuff/.svn/text-base/cost_allstim.m.svn-base diff --git a/CanlabCore/HRF_Est_Toolbox2/Old_stuff/cost_allstim_2.m b/CanlabCore/HRF_Est_Toolbox4/Old_stuff/.svn/text-base/cost_allstim_2.m.svn-base similarity index 100% rename from CanlabCore/HRF_Est_Toolbox2/Old_stuff/cost_allstim_2.m rename to CanlabCore/HRF_Est_Toolbox4/Old_stuff/.svn/text-base/cost_allstim_2.m.svn-base diff --git a/CanlabCore/HRF_Est_Toolbox2/Old_stuff/dilogit_dt2.m b/CanlabCore/HRF_Est_Toolbox4/Old_stuff/.svn/text-base/dilogit_dt2.m.svn-base similarity index 100% rename from CanlabCore/HRF_Est_Toolbox2/Old_stuff/dilogit_dt2.m rename to CanlabCore/HRF_Est_Toolbox4/Old_stuff/.svn/text-base/dilogit_dt2.m.svn-base diff --git a/CanlabCore/HRF_Est_Toolbox4/Old_stuff/Anneal_Logit_allstim.m b/CanlabCore/HRF_Est_Toolbox4/Old_stuff/Anneal_Logit_allstim.m new file mode 100644 index 00000000..cc29ef87 --- /dev/null +++ b/CanlabCore/HRF_Est_Toolbox4/Old_stuff/Anneal_Logit_allstim.m @@ -0,0 +1,152 @@ +function [theta,HH,C,P,hrf,fit] = Anneal_Logit_allstim(theta0,t,tc,Run) +% +% [theta,HH,C,P] = Anneal_Logit(theta0,t,tc,Run) +% +% Estimate inverse logit (IL) HRF model using Simulated Annealing +% Creates fitted curve - 3 logistic functions to be summed together - from parameter estimates +% +% INPUT: theta0, t, tc, Run +% Run = stick function +% tc = time course +% t = vector of time points +% theta0 = initial value for the parameter vector +% +% By Martin Lindquist and Tor Wager +% Edited 12/12/06 +% +% further edited by Christian Waugh to include multiple trialtypes + +numstim = length(Run); + +%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% +% +% Initial values + +iter = 3000*numstim; % Number of iterations +theta = theta0; % Set initial value for the parameter vector +h0 = cost_allstim(theta0,t,tc,Run); % Calculate cost of initial estimate +%LB = [0.05, 0, 0, 0.05, 2.5, 0.05, 5]; % Previous Lower bounds for parameters +%UB = [5, 5, 2, 2, 7.5, 2, 10]; +LB = [0.05, 1, 0, 0.01, 2.5, 0.05, 3]; % Lower bounds for parameters +UB = [6, 5, 2, 2, 7.5, 3, 10]; % Upper bounds for parameters +LB = repmat(LB, 1, numstim); +UB = repmat(UB, 1, numstim); + +% +% These values may need tweaking depending on the individual situation. +% + +r1= 0.1; % delta parameters +r1b= 0.1; % delta parameters +r2 = .5; % T parameters +r3 = 0.1; % alpha parameters + +t1 = [1 4]; +t1b = [6]; +t2 = [2 5 7]; +t3 = [3]; + +%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% + +u = zeros(1,7); +u = repmat(u, 1, numstim); + +HH = zeros(1+iter,7*numstim); % Keep track of theta_i +HH(1,:) = theta0; +P = zeros(1+iter,1); +C = zeros(1+iter,1); % Keep track of the cost function +C(1) = h0; + +cnt = 0; +for i=1:iter, + + T = 200/log(1+i); %Temperature function (may require tweaking) + th = zeros(1,7); + th = repmat(th, 1, numstim); + ind = 0; + %time = zeros(numstim, 1); + + % Choose a new candidate solution theta_{i+1}, based on a random perturbation of the current solution of theta_{i}. + % Check new parameters are within accepted bounds + while ( (sum((LB-th)>0) + sum((th-UB)>0)) > 0) %|| (min(time) == 0), + + % Perturb solution + + for g = 0:(numstim-1) + u(t1+g*7) = normrnd(0,r1,1,2); + u(t1b+g*7) = normrnd(0,r1b,1,1); + u(t2+g*7) = normrnd(0,r2,1,3); + u(t3+g*7) = normrnd(0,r3,1,1); + end + + + % Update solution + th = theta + u; + ind = ind + 1; + + %include below if you want the times of inflection of the IL curves + %to be in a specific order (i.e. T1 < T2 < T3) + %for g = 1:numstim + % if th(g*7-5) < th(g*7-2) && th(g*7-2) < th(g*7) + % time(g) = 1; + % else + % time(g) = 0; + %end + %end + + if(ind > 500), + warning('stuck!'); + th = theta; + %return; + end; + end; + + h = cost_allstim(th,t,tc,Run); + C(i+1) = h; + delta = h - h0; + + % Determine whether to update the parameter vector. + if (unifrnd(0,1) < min(exp(-delta/T),1)), + theta = th; + h0=h; + cnt = cnt+1; + end; + + HH(i+1,:) = theta; + P(i+1) = min(exp(-delta/T),1); + +end; + +%cnt/iter + +[a,b] = min(C); +theta = HH(b,:); +%h + + +% Additional outputs +%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% +% Get HRF for final model +if nargout > 4 + hrf = zeros(length(t),numstim); +for g = 1:numstim + hrf(:,g) = Get_Logit(theta(g*7-6:g*7),t); % Calculate HRF estimate (fit, given theta) +end +end + +%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% +% Convolve HRF and stick function +if nargout > 5 + len = length(Run{1}); + fitt = zeros(len,numstim); +for g = 1:numstim + fits(:,g) = conv(Run{g}, hrf(:,g)); + fitt(:,g) = fits(1:len,g); +end + fit = sum(fitt,2); +end + +%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% + + +return diff --git a/CanlabCore/HRF_Est_Toolbox4/Old_stuff/Det_Logitold.m b/CanlabCore/HRF_Est_Toolbox4/Old_stuff/Det_Logitold.m new file mode 100644 index 00000000..c8b3c971 --- /dev/null +++ b/CanlabCore/HRF_Est_Toolbox4/Old_stuff/Det_Logitold.m @@ -0,0 +1,128 @@ +function [VM, h, fit, e, param] = Det_Logit(V0,t,tc,Run) +% +% [theta,HH,C,P] = Anneal_Logit(theta0,t,tc,Run) +% +% Estimate inverse logit (IL) HRF model +% Creates fitted curve - 3 logistic functions to be summed together - from parameter estimates +% +% INPUT: V0, t, tc, Run +% Run = stick function +% tc = time course +% t = vector of time points +% V0 = initial value for the parameter vector +% +% By Martin Lindquist and Tor Wager +% Edited 10/01/09 +% + +% Find optimal values +options = optimset('MaxFunEvals',10000000,'Maxiter',10000000,'TolX',1e-8,'TolFun',1e-8,'Display','off'); +VM = fminsearch(@msq_logit,V0,options,Run,t,tc); +VM + +% Use optimal values to fit hemodynamic response functions +h = il_hdmf_tw2(t,VM(1:7)); + +%[param] = get_parameters2(h,t); +[param] = get_parameters_logit(h,t,VM(1:7)); + +len = length(Run); +fit = conv(Run, h); +fit = fit(1:len); + +e = tc-fit; + +end + +%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% +% +% SUBFUNCTIONS +% +%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% + +function m=msq_logit(V,Run, t, tc) + +HR = il_hdmf_tw2(t,V(1:7)); +len = length(Run); +timecourse = conv(Run, HR); +timecourse = timecourse(1:len); + +m=sum((tc-timecourse).^2); + +end + +%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% + +function [h,base] = il_hdmf_tw2(t,V) +% inverse logit -- creates fitted curve from parameter estimates +% +% t = vector of time points +% V = parameters + +% 3 logistic functions to be summed together +base = zeros(length(t),3); +A1 = V(1); +T1 = V(2); +d1 = V(3); +A2 = V(4); +T2 = V(5); +A3 = V(6); +T3 = V(7); +d2 = -d1*(ilogit(A1*(1-T1)) - ilogit(A3*(1-T3)))/(ilogit(A2*(1-T2)) + ilogit(A3*(1-T3))); +d3 = abs(d2)-abs(d1); + +base(:,1)= d1*ilogit(A1*(t-T1))'; +base(:,2)= d2*ilogit(A2*(t-T2))'; +base(:,3)= d3*ilogit(A3*(t-T3))'; +h = sum(base,2)'; + +end + +%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% + +function [L] = ilogit(t) +L = exp(t)./(1+exp(t)); +end + +%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% +% +% function [param] = get_parameters2(hdrf,t) +% % Find model parameters +% % +% % Height - h +% % Time to peak - p (in time units of TR seconds) +% % Width (at half peak) - w +% +% % Calculate Heights and Time to peak: +% +% n = ceil(t(end)*0.8); +% [h,p] = max(abs(hdrf(1:n))); +% h = hdrf(p); +% +% if (h >0) +% v = (hdrf >= h/2); +% else +% v = (hdrf <= h/2); +% end; +% +% [a,b] = min(diff(v)); +% v(b+1:end) = 0; +% w = sum(v); +% +% cnt = p-1; +% g =hdrf(2:end) - hdrf(1:(end-1)); +% while((cnt > 0) & (abs(g(cnt)) <0.001)), +% h = hdrf(cnt); +% p = cnt; +% cnt = cnt-1; +% end; +% +% param = zeros(3,1); +% param(1) = h; +% param(2) = p; +% param(3) = w; +% +% end + +%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% +%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% diff --git a/CanlabCore/HRF_Est_Toolbox4/Old_stuff/Fit_Logit_allstim.m b/CanlabCore/HRF_Est_Toolbox4/Old_stuff/Fit_Logit_allstim.m new file mode 100644 index 00000000..80ff2a53 --- /dev/null +++ b/CanlabCore/HRF_Est_Toolbox4/Old_stuff/Fit_Logit_allstim.m @@ -0,0 +1 @@ +function [VM, hrf, C, fit] = Fit_Logit_allstim(V0,t,tc,Run) % [h1, h2, VM] = Fit_logit(RunA, RunB, tc, t) % Fit inverse logit function model to time course % Initial values numstim = length(Run); len = length(Run{1}); %V0 = [ 0.5 5 1 0.5 25 -1.5 0.5 50]; %V0 = [1 3 1.5 0.5 5 3 15]; LB = [0.05, 1, 0, 0.05, 2.5, 0.05, 4]; % Previous Lower bounds for parameters UB = [5, 5, 2, 2, 7.5, 2, 10]; %LB = [0.05, 1, 0, 0.01, 2.5, 0.05, 3]; % Lower bounds for parameters %UB = [6, 13, 2, 2, 15.5, 3, 18]; % Upper bounds for parameters LB = repmat(LB, 1, numstim); UB = repmat(UB, 1, numstim); % Find optimal values %options = optimset('MaxFunEvals',10000,'Maxiter',10000,'TolX', 1e-4, 'TolFun', 1e-4,'Display','Final'); options = optimset('MaxFunEvals',5000,'Maxiter',5000,'TolX', 1e-4, 'TolFun', 1e-4,'Display','off'); %VM = fminsearch(@msq_timecourse,V02,options,t,tc,RunA,RunB,RunC ); VM = fminsearchbnd(@cost_allstim, V0, LB,UB,options,t,tc,Run); % Use optimal values to fit hemodynamic response functions hrf =zeros(length(t),numstim); fitt = zeros(len,numstim); for g = 1:numstim hrf(:,g) = Get_Logit(VM(g*7-6:g*7),t); % Calculate HRF estimate (fit, given theta) end for g = 1:numstim fits(:,g) = conv(Run{g}, hrf(:,g)); fitt(:,g) = fits(1:len,g); end fit = sum(fitt,2); C = sum((fit-tc).^2); return; \ No newline at end of file diff --git a/CanlabCore/HRF_Est_Toolbox2/Old_stuff/Fit_Logit_allstim_2.m b/CanlabCore/HRF_Est_Toolbox4/Old_stuff/Fit_Logit_allstim_2.m similarity index 100% rename from CanlabCore/HRF_Est_Toolbox2/Old_stuff/Fit_Logit_allstim_2.m rename to CanlabCore/HRF_Est_Toolbox4/Old_stuff/Fit_Logit_allstim_2.m diff --git a/CanlabCore/HRF_Est_Toolbox4/Old_stuff/Fit_sFIRold.m b/CanlabCore/HRF_Est_Toolbox4/Old_stuff/Fit_sFIRold.m new file mode 100644 index 00000000..c74c76cf --- /dev/null +++ b/CanlabCore/HRF_Est_Toolbox4/Old_stuff/Fit_sFIRold.m @@ -0,0 +1,56 @@ +function [hrf, fit, e, param] = Fit_sFIR(tc,TR,Runs,T,mode) +% function [hrf, fit, e, param] = Fit_sFIR(tc,TR,Runs,T,mode) +% +% Fits FIR and smooth FIR model +% +% INPUTS: +% +% tc - time course +% TR - time resolution +% Runs - expermental design +% T - length of estimated HRF +% mode - FIR or smooth FIR +% options: +% 0 - standard FIR +% 1 - smooth FIR +% +% OUTPUTS: +% +% hrf - estimated hemodynamic response function +% fit - estimated time course +% e - residual time course +% param - estimated amplitude, height and width +% +% Created by Martin Lindquist on 10/02/09 + +[DX] = tor_make_deconv_mtx3(Runs,T,1); +DX2 = DX(:,1:T); +num = T; + +if mode == 1 + + C=(1:num)'*(ones(1,num)); + h = sqrt(1/(7/TR)); % 7 seconds smoothing - ref. Goutte + + v = 0.1; + sig = 1; + + R = v*exp(-h/2*(C-C').^2); + RI = inv(R); + + b = inv(DX2'*DX2+sig^2*RI)*DX2'*tc; + fit = DX2*b; + e = tc - DX2*b; + +elseif mode == 0 + + b = pinv(DX)*tc; + fit = DX*b; + e = tc - DX*b; + +end + +hrf = b; +param = get_parameters2(b,T); + +end \ No newline at end of file diff --git a/CanlabCore/HRF_Est_Toolbox4/Old_stuff/Get_parameters_Logit.m b/CanlabCore/HRF_Est_Toolbox4/Old_stuff/Get_parameters_Logit.m new file mode 100644 index 00000000..f1d9799e --- /dev/null +++ b/CanlabCore/HRF_Est_Toolbox4/Old_stuff/Get_parameters_Logit.m @@ -0,0 +1,77 @@ +function [param] = get_parameters_logit(hdrf,t,VM) +% +% [param] = get_parameters_logit(hdrf,t,VM) +% +% Estimate Height, time-to-peak and Width for the inverse logit model +% +% INPUT: hdrf,t,VM +% hdrf - HRF estimated using IL model +% t - vector of time points +% VM - IL model parameters +% +% OUTPUT: param =[h,p,w] +% Height - h +% Time to peak - p (in time units of TR seconds) +% Width (at half peak) - w +% +% By Martin Lindquist and Tor Wager +% Edited 12/12/06 +% + +% Estimate Heights and Time to peak: + +[dL, dL2, d1, d2] = dilogit_dt2(t,VM); % Calculate first and second derivativeof IL model +g = (abs(diff(sign(dL))) >= 1); +cnt = max(1,ceil(VM(2))); %Peak has to be further along then T1 + +p =-1; +while(cnt < max(t)), + if((g(cnt) == 1) & (dL2(cnt) <= 0)), + p = cnt; + h = hdrf(p); + cnt = max(t) +1; + end; + cnt = cnt+1; +end; + +if (p == -1), + [h,p] = max(hdrf); +end; + + +% Interpolate to get finer estimation of p +if (p>1 & p= h/2); +[a,b2] = min(diff(v)); +v(b2+1:end) = 0; +[a,b1] = max(v); + +% Interpolate to get finer estimation of v + +if (p>1 && p= h/2)); + tp = b2 + (0:0.01:1); + htmp = Get_Logit(VM,tp); + delta2 = sum((htmp >= h/2)); + w = sum(v) + delta1/100 + delta2/100; +else + w = sum(v)+1; +end; + +% Set output vector param +param = zeros(3,1); +param(1) = h; +param(2) = p; +param(3) = w; + +return; diff --git a/CanlabCore/HRF_Est_Toolbox4/Old_stuff/Get_parameters_Logit2_2hrfs.m b/CanlabCore/HRF_Est_Toolbox4/Old_stuff/Get_parameters_Logit2_2hrfs.m new file mode 100644 index 00000000..4ddb5c40 --- /dev/null +++ b/CanlabCore/HRF_Est_Toolbox4/Old_stuff/Get_parameters_Logit2_2hrfs.m @@ -0,0 +1,176 @@ +function [param, hdrf2] = Get_parameters_Logit2_2hrfs(hdrf,t,VM,t1t2) +% +% [param] = get_parameters_logit(hdrf,t,VM) +% +% Different from version 1 in that it only calculates increases as 'peaks' +% Estimate Height, time-to-peak and Width for the inverse logit model +% +% INPUT: hdrf,t,VM (all with two rows for each HRF of interest) +% hdrf - HRF estimated using IL model +% t - vector of time points +% VM - IL model parameters +% t1t2 - number of time points separating the onset of the first and second +% hrfs + +% OUTPUT: param =[h,p,w] +% Height - h +% Time to peak - p (in time units of TR seconds) +% Width (at half peak) - w +% +% By Martin Lindquist and Tor Wager +% Edited 12/12/06 +% +% In addition, it'll calculate the width from two HRFs put together in case +% your design is such that two events are dependent on each other (i.e. +% cue->stimulus) +% + +% added by Christian Waugh + +% Estimate Heights and Time to peak for first HRF: + +[dL, dL2, d1, d2] = dilogit_dt2(t,VM(1, :)); % Calculate first and second derivativeof IL model +g = (abs(diff(sign(dL))) >= 1); +%cnt = max(1,ceil(VM(1, :)(2))); %Peak has to be further along then T1 +cnt = max(1,ceil(min(min(VM(1,2),VM(1,5)),VM(1,7)))); + +p =-1; + +while(cnt < max(t)), + if((g(cnt) == 1) && (dL2(cnt) <= 0)), + p = cnt; + h = hdrf(p,1); + cnt = max(t) +1; + end; + cnt = cnt+1; +end; + + +if (p == -1) + [h,p] = max(hdrf(:,1)); +end; + + +% Interpolate to get finer estimation of p +if (p>1 && p= h/2); +[a,b2] = min(diff([v;0])); +if b2 < length(v) +v(b2+1:end) = 0; +end +[a,b1] = max(v); + +% Interpolate to get finer estimation of v + +if (p>1 && p= h/2)); + tp = b2 + (0:0.01:1); + + htmp = Get_Logit(VM(1, :),tp); + delta2 = sum((htmp >= h/2)); + w = sum(v) + delta1/100 + delta2/100; +else + w = sum(v)+1; +end; + +% Set output vector param +param = zeros(7,1); +param(1) = h; +param(2) = p; +param(3) = w; + + +% Estimate Heights and Time to peak for second HRF: + +[dLb, dL2b, d1b, d2b] = dilogit_dt2(t,VM(2, :)); % Calculate first and second derivativeof IL model +gb = (abs(diff(sign(dLb))) >= 1); +%cnt = max(1,ceil(VM(1, :)(2))); %Peak has to be further along then T1 +cntb = max(1,ceil(min(min(VM(2,2),VM(2,5)),VM(2,7)))); + +pb =-1; +hb = 0; + + +while(cntb < max(t)), + if((gb(cntb) == 1) && (dL2b(cntb) <= 0)), + pb = cntb; + hb = hdrf(pb,2); + cntb = max(t) +1; + end; + cntb = cntb+1; +end; + + +if (pb == -1) + [hb,pb] = max(hdrf(:,2)); +end; + + +% Interpolate to get finer estimation of p +if (pb>1 & pb= hb/2); + +[ab,b2b] = min(diff([vb;0])); +if b2b < length(vb) +vb(b2b+1:end) = 0; +end +[ab,b1b] = max(vb); + +% Interpolate to get finer estimation of v + +if (pb>1 & pb= hb/2)); + tpb = b2b + 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00000000..869ac71c --- /dev/null +++ b/CanlabCore/HRF_Est_Toolbox4/Old_stuff/More_recent_old_stuff/.svn/prop-base/Anneal_Logit.m.svn-base @@ -0,0 +1,5 @@ +K 14 +svn:executable +V 1 +* +END diff --git a/CanlabCore/HRF_Est_Toolbox4/Old_stuff/More_recent_old_stuff/.svn/prop-base/Det_Logit.m.svn-base b/CanlabCore/HRF_Est_Toolbox4/Old_stuff/More_recent_old_stuff/.svn/prop-base/Det_Logit.m.svn-base new file mode 100644 index 00000000..869ac71c --- /dev/null +++ b/CanlabCore/HRF_Est_Toolbox4/Old_stuff/More_recent_old_stuff/.svn/prop-base/Det_Logit.m.svn-base @@ -0,0 +1,5 @@ +K 14 +svn:executable +V 1 +* +END diff --git a/CanlabCore/HRF_Est_Toolbox4/Old_stuff/More_recent_old_stuff/.svn/prop-base/Example.m.svn-base b/CanlabCore/HRF_Est_Toolbox4/Old_stuff/More_recent_old_stuff/.svn/prop-base/Example.m.svn-base new file mode 100644 index 00000000..869ac71c --- /dev/null +++ b/CanlabCore/HRF_Est_Toolbox4/Old_stuff/More_recent_old_stuff/.svn/prop-base/Example.m.svn-base @@ -0,0 +1,5 @@ +K 14 +svn:executable +V 1 +* +END diff --git a/CanlabCore/HRF_Est_Toolbox4/Old_stuff/More_recent_old_stuff/.svn/prop-base/Example2.m.svn-base b/CanlabCore/HRF_Est_Toolbox4/Old_stuff/More_recent_old_stuff/.svn/prop-base/Example2.m.svn-base new file mode 100644 index 00000000..869ac71c --- /dev/null +++ b/CanlabCore/HRF_Est_Toolbox4/Old_stuff/More_recent_old_stuff/.svn/prop-base/Example2.m.svn-base @@ -0,0 +1,5 @@ +K 14 +svn:executable +V 1 +* +END diff --git a/CanlabCore/HRF_Est_Toolbox4/Old_stuff/More_recent_old_stuff/.svn/prop-base/Example_old.m.svn-base b/CanlabCore/HRF_Est_Toolbox4/Old_stuff/More_recent_old_stuff/.svn/prop-base/Example_old.m.svn-base new file mode 100644 index 00000000..869ac71c --- /dev/null +++ b/CanlabCore/HRF_Est_Toolbox4/Old_stuff/More_recent_old_stuff/.svn/prop-base/Example_old.m.svn-base @@ -0,0 +1,5 @@ +K 14 +svn:executable +V 1 +* +END diff --git a/CanlabCore/HRF_Est_Toolbox4/Old_stuff/More_recent_old_stuff/.svn/prop-base/Fit_Canonical_HRF.m.svn-base b/CanlabCore/HRF_Est_Toolbox4/Old_stuff/More_recent_old_stuff/.svn/prop-base/Fit_Canonical_HRF.m.svn-base new file mode 100644 index 00000000..869ac71c --- /dev/null +++ b/CanlabCore/HRF_Est_Toolbox4/Old_stuff/More_recent_old_stuff/.svn/prop-base/Fit_Canonical_HRF.m.svn-base @@ -0,0 +1,5 @@ +K 14 +svn:executable +V 1 +* +END diff --git a/CanlabCore/HRF_Est_Toolbox4/Old_stuff/More_recent_old_stuff/.svn/prop-base/Fit_Logit.m.svn-base b/CanlabCore/HRF_Est_Toolbox4/Old_stuff/More_recent_old_stuff/.svn/prop-base/Fit_Logit.m.svn-base new file mode 100644 index 00000000..869ac71c --- /dev/null +++ b/CanlabCore/HRF_Est_Toolbox4/Old_stuff/More_recent_old_stuff/.svn/prop-base/Fit_Logit.m.svn-base @@ -0,0 +1,5 @@ +K 14 +svn:executable +V 1 +* +END diff --git a/CanlabCore/HRF_Est_Toolbox4/Old_stuff/More_recent_old_stuff/.svn/prop-base/Fit_Logit_allstim.m.svn-base b/CanlabCore/HRF_Est_Toolbox4/Old_stuff/More_recent_old_stuff/.svn/prop-base/Fit_Logit_allstim.m.svn-base new file mode 100644 index 00000000..869ac71c --- /dev/null +++ b/CanlabCore/HRF_Est_Toolbox4/Old_stuff/More_recent_old_stuff/.svn/prop-base/Fit_Logit_allstim.m.svn-base @@ -0,0 +1,5 @@ +K 14 +svn:executable +V 1 +* +END diff --git a/CanlabCore/HRF_Est_Toolbox4/Old_stuff/More_recent_old_stuff/.svn/prop-base/Fit_Logit_allstim_2.m.svn-base b/CanlabCore/HRF_Est_Toolbox4/Old_stuff/More_recent_old_stuff/.svn/prop-base/Fit_Logit_allstim_2.m.svn-base new file mode 100644 index 00000000..869ac71c --- /dev/null +++ b/CanlabCore/HRF_Est_Toolbox4/Old_stuff/More_recent_old_stuff/.svn/prop-base/Fit_Logit_allstim_2.m.svn-base @@ -0,0 +1,5 @@ +K 14 +svn:executable +V 1 +* +END diff --git a/CanlabCore/HRF_Est_Toolbox4/Old_stuff/More_recent_old_stuff/.svn/prop-base/Fit_sFIR.m.svn-base b/CanlabCore/HRF_Est_Toolbox4/Old_stuff/More_recent_old_stuff/.svn/prop-base/Fit_sFIR.m.svn-base new file mode 100644 index 00000000..869ac71c --- /dev/null +++ b/CanlabCore/HRF_Est_Toolbox4/Old_stuff/More_recent_old_stuff/.svn/prop-base/Fit_sFIR.m.svn-base @@ -0,0 +1,5 @@ +K 14 +svn:executable +V 1 +* +END diff --git a/CanlabCore/HRF_Est_Toolbox4/Old_stuff/More_recent_old_stuff/.svn/prop-base/Get_Logit.m.svn-base b/CanlabCore/HRF_Est_Toolbox4/Old_stuff/More_recent_old_stuff/.svn/prop-base/Get_Logit.m.svn-base new file mode 100644 index 00000000..869ac71c --- /dev/null +++ b/CanlabCore/HRF_Est_Toolbox4/Old_stuff/More_recent_old_stuff/.svn/prop-base/Get_Logit.m.svn-base @@ -0,0 +1,5 @@ +K 14 +svn:executable +V 1 +* +END diff --git a/CanlabCore/HRF_Est_Toolbox4/Old_stuff/More_recent_old_stuff/.svn/prop-base/Get_Logit_2.m.svn-base b/CanlabCore/HRF_Est_Toolbox4/Old_stuff/More_recent_old_stuff/.svn/prop-base/Get_Logit_2.m.svn-base new file mode 100644 index 00000000..869ac71c --- /dev/null +++ b/CanlabCore/HRF_Est_Toolbox4/Old_stuff/More_recent_old_stuff/.svn/prop-base/Get_Logit_2.m.svn-base @@ -0,0 +1,5 @@ +K 14 +svn:executable +V 1 +* +END diff --git a/CanlabCore/HRF_Est_Toolbox4/Old_stuff/More_recent_old_stuff/.svn/prop-base/Inverse_Logit_Tool_Instructions.rtf.svn-base b/CanlabCore/HRF_Est_Toolbox4/Old_stuff/More_recent_old_stuff/.svn/prop-base/Inverse_Logit_Tool_Instructions.rtf.svn-base new file mode 100644 index 00000000..869ac71c --- /dev/null +++ b/CanlabCore/HRF_Est_Toolbox4/Old_stuff/More_recent_old_stuff/.svn/prop-base/Inverse_Logit_Tool_Instructions.rtf.svn-base @@ -0,0 +1,5 @@ +K 14 +svn:executable +V 1 +* +END diff --git a/CanlabCore/HRF_Est_Toolbox4/Old_stuff/More_recent_old_stuff/.svn/prop-base/PowerLoss.m.svn-base b/CanlabCore/HRF_Est_Toolbox4/Old_stuff/More_recent_old_stuff/.svn/prop-base/PowerLoss.m.svn-base new file mode 100644 index 00000000..869ac71c --- /dev/null +++ b/CanlabCore/HRF_Est_Toolbox4/Old_stuff/More_recent_old_stuff/.svn/prop-base/PowerLoss.m.svn-base @@ -0,0 +1,5 @@ +K 14 +svn:executable +V 1 +* +END diff --git a/CanlabCore/HRF_Est_Toolbox4/Old_stuff/More_recent_old_stuff/.svn/prop-base/PowerSim.m.svn-base b/CanlabCore/HRF_Est_Toolbox4/Old_stuff/More_recent_old_stuff/.svn/prop-base/PowerSim.m.svn-base new file mode 100644 index 00000000..869ac71c --- /dev/null +++ b/CanlabCore/HRF_Est_Toolbox4/Old_stuff/More_recent_old_stuff/.svn/prop-base/PowerSim.m.svn-base @@ -0,0 +1,5 @@ +K 14 +svn:executable +V 1 +* +END diff --git a/CanlabCore/HRF_Est_Toolbox4/Old_stuff/More_recent_old_stuff/.svn/prop-base/ResidScan.m.svn-base b/CanlabCore/HRF_Est_Toolbox4/Old_stuff/More_recent_old_stuff/.svn/prop-base/ResidScan.m.svn-base new file mode 100644 index 00000000..869ac71c --- /dev/null +++ b/CanlabCore/HRF_Est_Toolbox4/Old_stuff/More_recent_old_stuff/.svn/prop-base/ResidScan.m.svn-base @@ -0,0 +1,5 @@ +K 14 +svn:executable +V 1 +* +END diff --git a/CanlabCore/HRF_Est_Toolbox4/Old_stuff/More_recent_old_stuff/.svn/prop-base/ScanSim4.m.svn-base b/CanlabCore/HRF_Est_Toolbox4/Old_stuff/More_recent_old_stuff/.svn/prop-base/ScanSim4.m.svn-base new file mode 100644 index 00000000..869ac71c --- /dev/null +++ b/CanlabCore/HRF_Est_Toolbox4/Old_stuff/More_recent_old_stuff/.svn/prop-base/ScanSim4.m.svn-base @@ -0,0 +1,5 @@ +K 14 +svn:executable +V 1 +* +END diff --git a/CanlabCore/HRF_Est_Toolbox4/Old_stuff/More_recent_old_stuff/.svn/prop-base/get_parameters2.m.svn-base b/CanlabCore/HRF_Est_Toolbox4/Old_stuff/More_recent_old_stuff/.svn/prop-base/get_parameters2.m.svn-base new file mode 100644 index 00000000..869ac71c --- /dev/null +++ b/CanlabCore/HRF_Est_Toolbox4/Old_stuff/More_recent_old_stuff/.svn/prop-base/get_parameters2.m.svn-base @@ -0,0 +1,5 @@ +K 14 +svn:executable +V 1 +* +END diff --git a/CanlabCore/HRF_Est_Toolbox4/Old_stuff/More_recent_old_stuff/.svn/prop-base/ilogit.m.svn-base b/CanlabCore/HRF_Est_Toolbox4/Old_stuff/More_recent_old_stuff/.svn/prop-base/ilogit.m.svn-base new file mode 100644 index 00000000..869ac71c --- /dev/null +++ b/CanlabCore/HRF_Est_Toolbox4/Old_stuff/More_recent_old_stuff/.svn/prop-base/ilogit.m.svn-base @@ -0,0 +1,5 @@ +K 14 +svn:executable +V 1 +* +END diff --git a/CanlabCore/HRF_Est_Toolbox4/Old_stuff/More_recent_old_stuff/.svn/prop-base/timecourse.mat.svn-base b/CanlabCore/HRF_Est_Toolbox4/Old_stuff/More_recent_old_stuff/.svn/prop-base/timecourse.mat.svn-base new file mode 100644 index 00000000..dbc918b0 --- /dev/null +++ b/CanlabCore/HRF_Est_Toolbox4/Old_stuff/More_recent_old_stuff/.svn/prop-base/timecourse.mat.svn-base @@ -0,0 +1,9 @@ +K 14 +svn:executable +V 1 +* +K 13 +svn:mime-type +V 24 +application/octet-stream +END diff --git a/CanlabCore/HRF_Est_Toolbox4/Old_stuff/More_recent_old_stuff/.svn/prop-base/timecourse_2.mat.svn-base b/CanlabCore/HRF_Est_Toolbox4/Old_stuff/More_recent_old_stuff/.svn/prop-base/timecourse_2.mat.svn-base new file mode 100644 index 00000000..dbc918b0 --- /dev/null +++ b/CanlabCore/HRF_Est_Toolbox4/Old_stuff/More_recent_old_stuff/.svn/prop-base/timecourse_2.mat.svn-base @@ -0,0 +1,9 @@ +K 14 +svn:executable +V 1 +* +K 13 +svn:mime-type +V 24 +application/octet-stream +END diff --git a/CanlabCore/HRF_Est_Toolbox4/Old_stuff/More_recent_old_stuff/.svn/prop-base/timecourse_old.mat.svn-base b/CanlabCore/HRF_Est_Toolbox4/Old_stuff/More_recent_old_stuff/.svn/prop-base/timecourse_old.mat.svn-base new file mode 100644 index 00000000..dbc918b0 --- /dev/null +++ b/CanlabCore/HRF_Est_Toolbox4/Old_stuff/More_recent_old_stuff/.svn/prop-base/timecourse_old.mat.svn-base @@ -0,0 +1,9 @@ +K 14 +svn:executable +V 1 +* +K 13 +svn:mime-type +V 24 +application/octet-stream +END diff --git a/CanlabCore/HRF_Est_Toolbox2/Old_stuff/More_recent_old_stuff/Anneal_Logit.m b/CanlabCore/HRF_Est_Toolbox4/Old_stuff/More_recent_old_stuff/.svn/text-base/Anneal_Logit.m.svn-base similarity index 100% rename from CanlabCore/HRF_Est_Toolbox2/Old_stuff/More_recent_old_stuff/Anneal_Logit.m rename to CanlabCore/HRF_Est_Toolbox4/Old_stuff/More_recent_old_stuff/.svn/text-base/Anneal_Logit.m.svn-base diff --git a/CanlabCore/HRF_Est_Toolbox2/Old_stuff/More_recent_old_stuff/Det_Logit.m b/CanlabCore/HRF_Est_Toolbox4/Old_stuff/More_recent_old_stuff/.svn/text-base/Det_Logit.m.svn-base similarity index 100% rename from CanlabCore/HRF_Est_Toolbox2/Old_stuff/More_recent_old_stuff/Det_Logit.m rename to CanlabCore/HRF_Est_Toolbox4/Old_stuff/More_recent_old_stuff/.svn/text-base/Det_Logit.m.svn-base diff --git a/CanlabCore/HRF_Est_Toolbox2/Old_stuff/More_recent_old_stuff/Example.m b/CanlabCore/HRF_Est_Toolbox4/Old_stuff/More_recent_old_stuff/.svn/text-base/Example.m.svn-base similarity index 100% rename from CanlabCore/HRF_Est_Toolbox2/Old_stuff/More_recent_old_stuff/Example.m rename to CanlabCore/HRF_Est_Toolbox4/Old_stuff/More_recent_old_stuff/.svn/text-base/Example.m.svn-base diff --git a/CanlabCore/HRF_Est_Toolbox2/Old_stuff/More_recent_old_stuff/Example2.m b/CanlabCore/HRF_Est_Toolbox4/Old_stuff/More_recent_old_stuff/.svn/text-base/Example2.m.svn-base similarity index 100% rename from CanlabCore/HRF_Est_Toolbox2/Old_stuff/More_recent_old_stuff/Example2.m rename to CanlabCore/HRF_Est_Toolbox4/Old_stuff/More_recent_old_stuff/.svn/text-base/Example2.m.svn-base diff --git a/CanlabCore/HRF_Est_Toolbox2/Old_stuff/More_recent_old_stuff/Example_old.m b/CanlabCore/HRF_Est_Toolbox4/Old_stuff/More_recent_old_stuff/.svn/text-base/Example_old.m.svn-base similarity index 100% rename from CanlabCore/HRF_Est_Toolbox2/Old_stuff/More_recent_old_stuff/Example_old.m rename to CanlabCore/HRF_Est_Toolbox4/Old_stuff/More_recent_old_stuff/.svn/text-base/Example_old.m.svn-base diff --git a/CanlabCore/HRF_Est_Toolbox2/Old_stuff/More_recent_old_stuff/Fit_Canonical_HRF.m b/CanlabCore/HRF_Est_Toolbox4/Old_stuff/More_recent_old_stuff/.svn/text-base/Fit_Canonical_HRF.m.svn-base similarity index 100% rename from CanlabCore/HRF_Est_Toolbox2/Old_stuff/More_recent_old_stuff/Fit_Canonical_HRF.m rename to CanlabCore/HRF_Est_Toolbox4/Old_stuff/More_recent_old_stuff/.svn/text-base/Fit_Canonical_HRF.m.svn-base diff --git a/CanlabCore/HRF_Est_Toolbox2/Old_stuff/More_recent_old_stuff/Fit_Logit.m b/CanlabCore/HRF_Est_Toolbox4/Old_stuff/More_recent_old_stuff/.svn/text-base/Fit_Logit.m.svn-base similarity index 100% rename from CanlabCore/HRF_Est_Toolbox2/Old_stuff/More_recent_old_stuff/Fit_Logit.m rename to CanlabCore/HRF_Est_Toolbox4/Old_stuff/More_recent_old_stuff/.svn/text-base/Fit_Logit.m.svn-base diff --git a/CanlabCore/HRF_Est_Toolbox2/Old_stuff/More_recent_old_stuff/Fit_Logit_allstim.m b/CanlabCore/HRF_Est_Toolbox4/Old_stuff/More_recent_old_stuff/.svn/text-base/Fit_Logit_allstim.m.svn-base similarity index 100% rename from CanlabCore/HRF_Est_Toolbox2/Old_stuff/More_recent_old_stuff/Fit_Logit_allstim.m rename to CanlabCore/HRF_Est_Toolbox4/Old_stuff/More_recent_old_stuff/.svn/text-base/Fit_Logit_allstim.m.svn-base diff --git a/CanlabCore/HRF_Est_Toolbox2/Old_stuff/More_recent_old_stuff/Fit_Logit_allstim_2.m b/CanlabCore/HRF_Est_Toolbox4/Old_stuff/More_recent_old_stuff/.svn/text-base/Fit_Logit_allstim_2.m.svn-base similarity index 100% rename from CanlabCore/HRF_Est_Toolbox2/Old_stuff/More_recent_old_stuff/Fit_Logit_allstim_2.m rename to CanlabCore/HRF_Est_Toolbox4/Old_stuff/More_recent_old_stuff/.svn/text-base/Fit_Logit_allstim_2.m.svn-base diff --git a/CanlabCore/HRF_Est_Toolbox2/Old_stuff/More_recent_old_stuff/Fit_sFIR.m b/CanlabCore/HRF_Est_Toolbox4/Old_stuff/More_recent_old_stuff/.svn/text-base/Fit_sFIR.m.svn-base similarity index 100% rename from CanlabCore/HRF_Est_Toolbox2/Old_stuff/More_recent_old_stuff/Fit_sFIR.m rename to CanlabCore/HRF_Est_Toolbox4/Old_stuff/More_recent_old_stuff/.svn/text-base/Fit_sFIR.m.svn-base diff --git a/CanlabCore/HRF_Est_Toolbox2/Old_stuff/More_recent_old_stuff/Get_Logit.m b/CanlabCore/HRF_Est_Toolbox4/Old_stuff/More_recent_old_stuff/.svn/text-base/Get_Logit.m.svn-base similarity index 100% rename from CanlabCore/HRF_Est_Toolbox2/Old_stuff/More_recent_old_stuff/Get_Logit.m rename to CanlabCore/HRF_Est_Toolbox4/Old_stuff/More_recent_old_stuff/.svn/text-base/Get_Logit.m.svn-base diff --git a/CanlabCore/HRF_Est_Toolbox2/Old_stuff/More_recent_old_stuff/Get_Logit_2.m b/CanlabCore/HRF_Est_Toolbox4/Old_stuff/More_recent_old_stuff/.svn/text-base/Get_Logit_2.m.svn-base similarity index 100% rename from CanlabCore/HRF_Est_Toolbox2/Old_stuff/More_recent_old_stuff/Get_Logit_2.m rename to CanlabCore/HRF_Est_Toolbox4/Old_stuff/More_recent_old_stuff/.svn/text-base/Get_Logit_2.m.svn-base diff --git a/CanlabCore/HRF_Est_Toolbox2/Old_stuff/More_recent_old_stuff/Inverse_Logit_Tool_Instructions.rtf b/CanlabCore/HRF_Est_Toolbox4/Old_stuff/More_recent_old_stuff/.svn/text-base/Inverse_Logit_Tool_Instructions.rtf.svn-base similarity index 100% rename from CanlabCore/HRF_Est_Toolbox2/Old_stuff/More_recent_old_stuff/Inverse_Logit_Tool_Instructions.rtf rename to CanlabCore/HRF_Est_Toolbox4/Old_stuff/More_recent_old_stuff/.svn/text-base/Inverse_Logit_Tool_Instructions.rtf.svn-base diff --git a/CanlabCore/HRF_Est_Toolbox2/Old_stuff/More_recent_old_stuff/PowerLoss.m b/CanlabCore/HRF_Est_Toolbox4/Old_stuff/More_recent_old_stuff/.svn/text-base/PowerLoss.m.svn-base similarity index 100% rename from CanlabCore/HRF_Est_Toolbox2/Old_stuff/More_recent_old_stuff/PowerLoss.m rename to CanlabCore/HRF_Est_Toolbox4/Old_stuff/More_recent_old_stuff/.svn/text-base/PowerLoss.m.svn-base diff --git a/CanlabCore/HRF_Est_Toolbox4/Old_stuff/More_recent_old_stuff/.svn/text-base/PowerSim.m.svn-base b/CanlabCore/HRF_Est_Toolbox4/Old_stuff/More_recent_old_stuff/.svn/text-base/PowerSim.m.svn-base new file mode 100644 index 00000000..8dc57491 --- /dev/null +++ b/CanlabCore/HRF_Est_Toolbox4/Old_stuff/More_recent_old_stuff/.svn/text-base/PowerSim.m.svn-base @@ -0,0 +1,37 @@ +N = 1000; +M = 10; +P = zeros(N,M); +B = zeros(N,M); + +Yind = zeros(60,1); +Yind(21:40) = 1; +X2 = Yind; +sigma = 0.5; +tstar = tinv(1-0.05,59); + +for i=1:M, + for rep = 1:N, + + X = zeros(60,1); + X((20+i):(40+i-1)) = 1; + Y = Yind + normrnd(0,sigma,60,1); + b = pinv(X)*Y; + e = Y-X*b; + sig = sqrt(e'*e/59); + t = b./(sig/(X'*X)); + delta = 1/sig; + Pow = 1- nctcdf(tstar,59,delta); + + b2 = pinv(X2)*Y; + e2 = Y-X2*b2; + sig2 = sqrt(e2'*e2/59); + t2 = b2./(sig2/(X2'*X2)); + delta2 = 1/sig2; + Pow2 = 1- nctcdf(tstar,59,delta2); + + + P(rep,i) = Pow2-Pow; + B(rep,i) = b-1; + + end; +end; diff --git a/CanlabCore/HRF_Est_Toolbox4/Old_stuff/More_recent_old_stuff/.svn/text-base/ResidScan.m.svn-base b/CanlabCore/HRF_Est_Toolbox4/Old_stuff/More_recent_old_stuff/.svn/text-base/ResidScan.m.svn-base new file mode 100644 index 00000000..071cb589 --- /dev/null +++ b/CanlabCore/HRF_Est_Toolbox4/Old_stuff/More_recent_old_stuff/.svn/text-base/ResidScan.m.svn-base @@ -0,0 +1,107 @@ +function [p sres sres_ns] = ResidScan(res, FWHM) +% function [p sres sres_ns] = ResidScan(res, FWHM) +% +% Calculates P(M>=t) where M is the max value of the smoothed residuals. +% In this implementation the residuals are smoothed using a Gaussian +% kernel. +% +% INPUT: +% +% res - residual time course +% FWHM - Full Width Half Maximum (in time units) +% +% OUTPUT: +% +% p - pvalues +% sres - smoothed residuals +% sres_ns - smoothed residuals (non standardized) +% +% By Martin Lindquist & Ji-Meng Loh, July 2007 +% +% Edited by ML on 10/02/09 + +res_ns = res; +res = res./std(res); +len = length(res); + +% Create Gaussian Kernel +sig = ceil(FWHM/(2*sqrt(2*log(2)))); +klen = 3*sig; +kern = normpdf((-klen:klen),0,sig); +kern = kern./sqrt(sum(kern.^2)); + +% Convolve +x = conv(res,kern); +sres = x((klen + 1):(end-klen)); + +x = conv(res_ns,kern/sum(kern)); +sres_ns = x((klen + 1):(end-klen)); + + +% Find Max value +[a,location] = max(abs(sres)); + +% Find p-values using Gaussian Random Field theory +z = Euler_p(1, a, len, FWHM); +z = 2*z; %Two-sided test +p = min(1, z); + +end + +% END MAIN FUNCTION + + +%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% +%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% +% +% Subfunctions +% +%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% + + +function pval = Euler_p(myDim, value, N, fwhm) +% function z = Euler_p(myDim, value, N, fwhm) +% +% Finds the p value using the expected Euler characteristic. +% +% This function returns P(M \ge value) using the approximation +% \sum_{d=0}^D R_d(V) \rho_d(value) following Worsley et al's "A Unified +% Statistical Approach for Determining Significant Signals in Images of +% Cerebral Activation". +% +% INPUTS: +% +% myDim - the number of dimensions in the data +% value - the value of the maximum. +% N - the number of (time) points in that 1 dimension +% fwhm - the full width half maximum +% +% OUTPUTS: +% +% pval - the p-value + +% NOTE: CURRENTLY THIS FUNCTION IS ONLY IMPLEMENTED FOR THE 1D CASE + + % Constants + myfactor = 4*log(2); + pi2 = 2*pi; + exptsq = exp(-(value^2)/2); + + % Euler Characteristc Densties + rho = zeros(5,1); + rho(1) = 1-normcdf(value); + rho(2) = myfactor^(0.5)*exptsq/pi2; + rho(3) = myfactor * exptsq * value / (pi2 ^ (1.5)); + rho(4) = myfactor ^ (1.5) * exptsq * (value^2-1) / (pi2 ^2); + rho(5) = myfactor ^2 * exptsq * (value^3-3*value) / (pi2 ^ (5/2)); + + % Resel Count + R0 = 1; + R1 = N/fwhm; + + % P-value + pval = R0 * rho(1) + R1 * rho(2); + +end + + diff --git a/CanlabCore/HRF_Est_Toolbox2/Old_stuff/ScanSim4.m b/CanlabCore/HRF_Est_Toolbox4/Old_stuff/More_recent_old_stuff/.svn/text-base/ScanSim4.m.svn-base similarity index 100% rename from CanlabCore/HRF_Est_Toolbox2/Old_stuff/ScanSim4.m rename to CanlabCore/HRF_Est_Toolbox4/Old_stuff/More_recent_old_stuff/.svn/text-base/ScanSim4.m.svn-base diff --git a/CanlabCore/HRF_Est_Toolbox2/Old_stuff/More_recent_old_stuff/get_parameters2.m b/CanlabCore/HRF_Est_Toolbox4/Old_stuff/More_recent_old_stuff/.svn/text-base/get_parameters2.m.svn-base similarity index 100% rename from CanlabCore/HRF_Est_Toolbox2/Old_stuff/More_recent_old_stuff/get_parameters2.m rename to CanlabCore/HRF_Est_Toolbox4/Old_stuff/More_recent_old_stuff/.svn/text-base/get_parameters2.m.svn-base diff --git a/CanlabCore/HRF_Est_Toolbox4/Old_stuff/More_recent_old_stuff/.svn/text-base/ilogit.m.svn-base b/CanlabCore/HRF_Est_Toolbox4/Old_stuff/More_recent_old_stuff/.svn/text-base/ilogit.m.svn-base new file mode 100644 index 00000000..bce2823a --- /dev/null +++ b/CanlabCore/HRF_Est_Toolbox4/Old_stuff/More_recent_old_stuff/.svn/text-base/ilogit.m.svn-base @@ -0,0 +1,13 @@ +function [L] = ilogit(t) +% +% function [L] = ilogit(t) +% +% Calculate the inverse logit function corresponding to the value t +% +% OUTPUT: L = exp(t)./(1+exp(t)); +% +% By Martin Lindquist and Tor Wager +% Edited 12/12/06 +% + +L = exp(t)./(1+exp(t)); \ No newline at end of file diff --git a/CanlabCore/HRF_Est_Toolbox2/Old_stuff/More_recent_old_stuff/timecourse_old.mat b/CanlabCore/HRF_Est_Toolbox4/Old_stuff/More_recent_old_stuff/.svn/text-base/timecourse.mat.svn-base similarity index 100% rename from CanlabCore/HRF_Est_Toolbox2/Old_stuff/More_recent_old_stuff/timecourse_old.mat rename to CanlabCore/HRF_Est_Toolbox4/Old_stuff/More_recent_old_stuff/.svn/text-base/timecourse.mat.svn-base diff --git a/CanlabCore/HRF_Est_Toolbox2/Old_stuff/More_recent_old_stuff/timecourse_2.mat b/CanlabCore/HRF_Est_Toolbox4/Old_stuff/More_recent_old_stuff/.svn/text-base/timecourse_2.mat.svn-base similarity index 100% rename from CanlabCore/HRF_Est_Toolbox2/Old_stuff/More_recent_old_stuff/timecourse_2.mat rename to CanlabCore/HRF_Est_Toolbox4/Old_stuff/More_recent_old_stuff/.svn/text-base/timecourse_2.mat.svn-base diff --git a/CanlabCore/HRF_Est_Toolbox2/timecourse.mat b/CanlabCore/HRF_Est_Toolbox4/Old_stuff/More_recent_old_stuff/.svn/text-base/timecourse_old.mat.svn-base similarity index 100% rename from CanlabCore/HRF_Est_Toolbox2/timecourse.mat rename to CanlabCore/HRF_Est_Toolbox4/Old_stuff/More_recent_old_stuff/.svn/text-base/timecourse_old.mat.svn-base diff --git a/CanlabCore/HRF_Est_Toolbox4/Old_stuff/More_recent_old_stuff/Anneal_Logit.m b/CanlabCore/HRF_Est_Toolbox4/Old_stuff/More_recent_old_stuff/Anneal_Logit.m new file mode 100644 index 00000000..f45f2316 --- /dev/null +++ b/CanlabCore/HRF_Est_Toolbox4/Old_stuff/More_recent_old_stuff/Anneal_Logit.m @@ -0,0 +1,126 @@ +function [theta,HH,C,P,hrf,fit,e,param] = Anneal_Logit(theta0,t,tc,Run) +% +% [theta,HH,C,P] = Anneal_Logit(theta0,t,tc,Run) +% +% Estimate inverse logit (IL) HRF model using Simulated Annealing +% Creates fitted curve - 3 logistic functions to be summed together - from parameter estimates +% +% INPUT: theta0, t, tc, Run +% Run = stick function +% tc = time course +% t = vector of time points +% theta0 = initial value for the parameter vector +% +% By Martin Lindquist and Tor Wager +% Edited 12/12/06 +% + +%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% +% +% Initial values + +iter = 15000; % Number of iterations +theta = theta0; % Set initial value for the parameter vector +h0 = cost(theta0,t,tc,Run); % Calculate cost of initial estimate +LB = [0.05, 1, 0, 0.05, 5, 0, 10]; % Lower bounds for parameters +UB = [10, 15, 5, 10, 15, 5, 30]; % Upper bounds for parameters + +% +% These values may need tweaking depending on the individual situation. +% + +r1= 0.001; % A parameters +r1b= 0.001; % A parameters +r2 = 0.05; % T parameters +r3 = 0.001; % delta parameters + +t1 = [1 4]; +t1b = [6]; +t2 = [2 5 7]; +t3 = [3]; + +%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% + +u = zeros(1,7); + +HH = zeros(1+iter,7); % Keep track of theta_i +HH(1,:) = theta0; +P = zeros(1+iter,1); +C = zeros(1+iter,1); % Keep track of the cost function +C(1) = h0; + +cnt = 0; +for i=1:iter, + + T = 100/log(1+i); %Temperature function (may require tweaking) + th = zeros(1,7); + ind = 0; + + % Choose a new candidate solution theta_{i+1}, based on a random perturbation of the current solution of theta_{i}. + % Check new parameters are within accepted bounds + while ( (sum((LB-th)>0) + sum((th-UB)>0)) > 0), + + % Perturb solution + + u(t1) = normrnd(0,r1,1,2); + u(t1b) = normrnd(0,r1b,1,1); + u(t2) = normrnd(0,r2,1,3); + u(t3) = normrnd(0,r3,1,1); + + % Update solution + th = theta + u; + ind = ind + 1; + + if(ind > 500), + warning('stuck!'); + return; + end; + end; + + h = cost(th,t,tc,Run); + C(i+1) = h; + delta = h - h0; + + % Determine whether to update the parameter vector. + if (unifrnd(0,1) < min(exp(-delta/T),1)), + theta = th; + h0=h; + cnt = cnt+1; + end; + + HH(i+1,:) = theta; + P(i+1) = min(exp(-delta/T),1); + +end; + +%cnt/iter + +[a,b] = min(C); +theta = HH(b,:); +%h + + +% Additional outputs +%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% +% Get HRF for final model +if nargout > 4 + hrf = Get_Logit(theta(1:7),t); % Calculate HRF estimate (fit, given theta) +end + +%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% +% Convolve HRF and stick function +if nargout > 5 + len = length(Run); + fit = conv(Run, hrf); + fit = fit(1:len); + e = tc - fit; +end + +if nargout > 7 + [param] = get_parameters_logit(hrf,t,theta); +end + +%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% + + +return diff --git a/CanlabCore/HRF_Est_Toolbox4/Old_stuff/More_recent_old_stuff/Det_Logit.m b/CanlabCore/HRF_Est_Toolbox4/Old_stuff/More_recent_old_stuff/Det_Logit.m new file mode 100644 index 00000000..83cfe423 --- /dev/null +++ b/CanlabCore/HRF_Est_Toolbox4/Old_stuff/More_recent_old_stuff/Det_Logit.m @@ -0,0 +1,116 @@ +function [VM, hrf, fit, e, param] = Det_Logit(V0,t,tc,Run) +% +% [VM, h, fit, e, param] = Det_Logit_allstim(V0,t,tc,Run) +% +% Estimate inverse logit (IL) HRF model +% Creates fitted curve - 3 logistic functions to be summed together - from parameter estimates +% +% INPUT: V0, t, tc, Run +% Run = stick function +% tc = time course +% t = vector of time points +% V0 = initial value for the parameter vector +% +% By Martin Lindquist, Christian Waugh and Tor Wager +% Created by Martin Lindquist on 10/02/09 +% Last edited: 05/26/10 (ML) + + +numstim = length(Run); +len = length(Run{1}); + +% LB = [0.05, 1, 0, 0.05, 4, 0, 10]; % Lower bounds for parameters +% UB = [10, 15, 10, 10, 15, 5, 50]; % Upper bounds for parameters +% LB = repmat(LB, 1, numstim); +% UB = repmat(UB, 1, numstim); + +% Remove intercept + +b0 = pinv(ones(length(tc),1))*tc; +tc = tc - b0; + +% Find optimal values + +options = optimset('MaxFunEvals',10000000,'Maxiter',10000000,'TolX',1e-8,'TolFun',1e-8,'Display','off'); + +%VM = fminsearchbnd(@cost_allstim, V0, LB,UB,options,t,tc,Run); +VM = fminsearch(@msq_logit,V0,options,Run,t,tc); + +% Use optimal values to fit hemodynamic response functions +hrf =zeros(length(t),numstim); +fitt = zeros(len,numstim); +param = zeros(3,numstim); + +for g = 1:numstim + hrf(:,g) = il_hdmf_tw2(t,VM(((g-1)*7+1):(g*7))); % Calculate HRF estimate (fit, given theta) + param(:,g) = get_parameters2(hrf(:,g),t(end)); + fits(:,g) = conv(Run{g}, hrf(:,g)); + fitt(:,g) = fits(1:len,g); +end + +fit = sum(fitt,2); +e = tc-fit; +fit = fit + b0; + +end + +%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% +% +% SUBFUNCTIONS +% +%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% + +function m=msq_logit(V,Run, t, tc) + +numstim = length(Run); +len = length(Run{1}); +h = zeros(length(t),numstim); +yhatt =zeros(len,numstim); + +for k = 1:numstim + h(:,k) = il_hdmf_tw2(t,V(((k-1)*7+1):(k*7))); % Get IL model corresponding to parameters V + yhat(:,k) = conv(Run{k}, h(:,k)); % Convolve IL model with stick function + yhatt(:,k) = yhat(1:len,k); +end + +yhat2 = sum(yhatt,2); %Sum models together to get overall estimate + +m = sum((tc-yhat2).^2); % Calculate cost function + +end + +%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% + +function [h,base] = il_hdmf_tw2(t,V) +% inverse logit -- creates fitted curve from parameter estimates +% +% t = vector of time points +% V = parameters + +% 3 logistic functions to be summed together +base = zeros(length(t),3); +A1 = V(1); +T1 = V(2); +d1 = V(3); +A2 = V(4); +T2 = V(5); +A3 = V(6); +T3 = V(7); +d2 = -d1*(ilogit(A1*(1-T1)) - ilogit(A3*(1-T3)))/(ilogit(A2*(1-T2)) + ilogit(A3*(1-T3))); +d3 = abs(d2)-abs(d1); + +base(:,1)= d1*ilogit(A1*(t-T1))'; +base(:,2)= d2*ilogit(A2*(t-T2))'; +base(:,3)= d3*ilogit(A3*(t-T3))'; +h = sum(base,2)'; + +end + +%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% + +function [L] = ilogit(t) +L = exp(t)./(1+exp(t)); +end + +%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% +%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% diff --git a/CanlabCore/HRF_Est_Toolbox4/Old_stuff/More_recent_old_stuff/Example.m b/CanlabCore/HRF_Est_Toolbox4/Old_stuff/More_recent_old_stuff/Example.m new file mode 100644 index 00000000..03497e65 --- /dev/null +++ b/CanlabCore/HRF_Est_Toolbox4/Old_stuff/More_recent_old_stuff/Example.m @@ -0,0 +1,176 @@ +%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% +% +% Example code for estimating the HRF using the Inverse-Logit Model, a +% Finte Impluse Response Model and the Canonical HRF with 2 derivatives. +% Also the code illustrates our code for detecting model misspecification. +% +% By Martin Lindquist and Tor Wager +% Created: 10/02/09 +% Last edited: 05/26/10 +% +%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% + + +%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% +% +% Load time course +% + +mypath = which('ilogit'); +if isempty(mypath), error('Cannot find directory with ilogit.m and other functions. Not on path?'); end +[mydir] = fileparts(mypath) + +load(fullfile(mydir,'timecourse')) + +tc = (tc- mean(tc))/std(tc); +len = length(tc); +figure; subplot(3,1,1); han = plot(tc); +title('Sample time course'); drawnow + +%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% +% +% Settings +% + +TR = 0.5; +T = round(30/TR); +t = 1:T; % samples at which to get Logit HRF Estimate +FWHM = 4; % FWHM for residual scan +pval = 0.01; +df = 600; +alpha = 0.001; + +%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% +% +% Create stick function (sample event onsets) +% Variable R contains onset times +% Variable Run contains stick (a.k.a. delta or indicator) function + +R = [3, 21, 56, 65, 109, 126, 163, 171, 216, 232, 269, 282, 323, 341, 376, 385, 429, 446, 483, 491, 536, 552, 589, 602]; +Runs = zeros(640,1); +for i=1:length(R), Runs(R(i)) = 1; end; + +Run = []; +Run{1}=Runs; + + +try + hold on; + hh = plot_onsets(R,'k',-3,1); + drawnow +catch + disp('Couldn''t find function to add onset sticks to plot. Skipping.') +end + +%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% +% Fit HRF using IL-function + +% Choose mode (deterministic/stochastic) + +mode = 0; % 0 - deterministic aproach + % 1 - simulated annealing approach + % Please note that when using simulated annealing approach you + % may need to perform some tuning before use. + + +[h1, fit1, e1, param] = Fit_Logit(tc,Run,t,mode); +[pv sres sres_ns1] = ResidScan(e1, FWHM); +[PowLoss1] = PowerLoss(e1, fit1, (len-7) , tc, TR, Run, alpha); + +hold on; han(2) = plot(fit1,'r'); + +disp('Summary: IL_function'); + +disp('Amplitude:'); disp(param(1)); +disp('Time-to-peak:'); disp(param(2)); +disp('Width:'); disp(param(3)); + +disp('MSE:'); disp((1/(len-1)*sum(e1.^2))); +disp('Mis-modeling:'); disp(pv); +disp('Power Loss:'); disp(PowLoss1); + +%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% +% Fit HRF using FIR-model + +% Choose mode (FIR/sFIR) + +mode = 1; % 0 - FIR + % 1 - smooth FIR + +[h2, fit2, e2, param] = Fit_sFIR(tc,TR,Run,T,mode); +[pv sres sres_ns2] = ResidScan(e2, FWHM); +[PowLoss2] = PowerLoss(e2, fit2, (len-T) , tc, TR, Run, alpha); + +hold on; han(3) = plot(fit2,'g'); + +disp('Summary: FIR'); + +disp('Amplitude'); disp(param(1)); +disp('Time-to-peak'); disp(param(2)); +disp('Width'); disp(param(3)); + +disp('MSE:'); disp((1/(len-1)*sum(e2.^2))); +disp('Mis-modeling'); disp(pv); +disp('Power Loss:'); disp(PowLoss2); + +%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% +% Fit HRF using Canonical HRF + 2 derivatives + +p=1; + +[h3, fit3, e3, param, info] = Fit_Canonical_HRF(tc,TR,Run,T,p); +[pv sres sres_ns3] = ResidScan(e3, FWHM); +[PowLoss3] = PowerLoss(e3, fit3, (len-p) , tc, TR, Run, alpha); + +hold on; han(4) = plot(fit3,'m'); + +legend(han,{'Data' 'IL' 'sFIR' 'DD'}) + + +disp('Summary: Canonical + 2 derivatives'); + +disp('Amplitude'); disp(param(1)); +disp('Time-to-peak'); disp(param(2)); +disp('Width'); disp(param(3)); + +disp('MSE:'); disp((1/(len-1)*sum(e3.^2))); +disp('Mis-modeling'); disp(pv); +disp('Power Loss:'); disp(PowLoss3); + +%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% + +%figure; + + +subplot(3,2,5); +han2 = plot(h1,'r'); +hold on; han2(2) = plot(h2,'g'); +hold on; han2(3) = plot(h3,'m'); +legend(han2,{'IL' 'sFIR' 'DD'}) +title('Estimated HRF'); + + +subplot(3,1,2); hold on; +hh = plot_onsets(R,'k',-3,1); +drawnow + +han3 = plot(sres_ns1,'r'); +hold on; han3(2) = plot(sres_ns2,'g'); +hold on; han3(3) = plot(sres_ns3,'m'); +hold on; plot((1:len),zeros(len,1),'--k'); +legend(han3,{'IL' 'sFIR' 'DD'}) +title('Mis-modeling (time course)'); + + +subplot(3,2,6); hold on; + +[s1] = Fit_sFIR(sres_ns1,TR,Run,T,0); +[s2] = Fit_sFIR(sres_ns2,TR,Run,T,0); +[s3] = Fit_sFIR(sres_ns3,TR,Run,T,0); + +han4 = plot(s1(1:T),'r'); +hold on; han4(2) = plot(s2(1:T),'g'); +hold on; han4(3) = plot(s3(1:T),'m'); +hold on; plot((1:T),zeros(T,1),'--k'); +legend(han4,{'IL' 'sFIR' 'DD'}) +title('Mis-modeling (HRF)'); diff --git a/CanlabCore/HRF_Est_Toolbox4/Old_stuff/More_recent_old_stuff/Example2.m b/CanlabCore/HRF_Est_Toolbox4/Old_stuff/More_recent_old_stuff/Example2.m new file mode 100644 index 00000000..26ac6c06 --- /dev/null +++ b/CanlabCore/HRF_Est_Toolbox4/Old_stuff/More_recent_old_stuff/Example2.m @@ -0,0 +1,196 @@ +%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% +% +% Example code for estimating the HRF using the Inverse-Logit Model, a +% Finte Impluse Response Model and the Canonical HRF with 2 derivatives. +% Also the code illustrates our code for detecting model misspecification. +% +% This example illustrates the multi-stimulus version +% +% By Martin Lindquist +% Created: 05/26/10 +% +%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% + + +%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% +% +% Load time course +% + +mypath = which('ilogit'); +if isempty(mypath), error('Cannot find directory with ilogit.m and other functions. Not on path?'); end +[mydir] = fileparts(mypath) + + +h = spm_hrf(1); +h = h./max(h); + +RunA = zeros(60,10); +RunA(1,:) = 1; +RunA = reshape(RunA,600,1); +RunB = zeros(60,10); +RunB(31,:) = 1; +RunB = reshape(RunB,600,1); + +tc = 2*conv(RunA,h) + conv(RunB,h); +tc = tc(1:600); +tc = tc+normrnd(0,1,600,1); + +Run =[]; +Run{1} = RunA; +Run{2} = RunB; + +len = length(tc); + +figure; subplot(3,1,1); han = plot(tc); +title('Sample time course'); drawnow + +%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% +% +% Settings +% + +TR = 1; +T = round(30/TR); +t = 1:T; % samples at which to get Logit HRF Estimate +FWHM = 4; % FWHM for residual scan +pval = 0.01; +df = 600; +alpha = 0.001; + +%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% +% +% Create stick function (sample event onsets) +% Variable R contains onset times +% Variable Run contains stick (a.k.a. delta or indicator) function + +RA = [1 61 121 181 241 301 361 421 481 541]; +RB = [31 91 151 211 271 331 391 451 511 571]; + + +try + hold on; + hh = plot_onsets(RA,'k',-3,1); + hh = plot_onsets(RB,'r',-3,0.5); + drawnow +catch + disp('Couldn''t find function to add onset sticks to plot. Skipping.') +end + +%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% +% Fit HRF using IL-function + +% Choose mode (deterministic/stochastic) + +mode = 0; % 0 - deterministic aproach + % 1 - simulated annealing approach + % Please note that when using simulated annealing approach you + % may need to perform some tuning before use. + + + + +[h1, fit1, e1, param] = Fit_Logit(tc,Run,t,mode); +[pv sres sres_ns1] = ResidScan(e1, FWHM); +[PowLoss1] = PowerLoss(e1, fit1, (len-7) , tc, TR, Run, alpha); + +hold on; han(2) = plot(fit1,'r'); + +disp('Summary: IL_function'); + +disp('HRF - Event A'); +disp('Amplitude:'); disp(param(1,1)); +disp('Time-to-peak:'); disp(param(2,1)); +disp('Width:'); disp(param(3,1)); + +disp('HRF - Event B'); +disp('Amplitude:'); disp(param(1,2)); +disp('Time-to-peak:'); disp(param(2,2)); +disp('Width:'); disp(param(3,2)); + + +%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% +% Fit HRF using FIR-model + +% Choose mode (FIR/sFIR) + +mode = 1; % 0 - FIR + % 1 - smooth FIR + +[h2, fit2, e2, param] = Fit_sFIR(tc,TR,Run,T,mode); +[pv sres sres_ns2] = ResidScan(e2, FWHM); +[PowLoss2] = PowerLoss(e2, fit2, (len-T) , tc, TR, Run, alpha); + +hold on; han(3) = plot(fit2,'g'); + +disp('Summary: FIR'); + +disp('HRF - Event A'); +disp('Amplitude:'); disp(param(1,1)); +disp('Time-to-peak:'); disp(param(2,1)); +disp('Width:'); disp(param(3,1)); + +disp('HRF - Event B'); +disp('Amplitude:'); disp(param(1,2)); +disp('Time-to-peak:'); disp(param(2,2)); +disp('Width:'); disp(param(3,2)); + +%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% +% Fit HRF using Canonical HRF + 2 derivatives + +p=1; + +[h3, fit3, e3, param, info] = Fit_Canonical_HRF(tc,TR,Run,T,p); +[pv sres sres_ns3] = ResidScan(e3, FWHM); +[PowLoss3] = PowerLoss(e3, fit3, (len-p) , tc, TR, Run, alpha); + +hold on; han(4) = plot(fit3,'m'); + +legend(han,{'Data' 'IL' 'sFIR' 'DD'}) + + +disp('Summary: Canonical + 2 derivatives'); + +disp('HRF - Event A'); +disp('Amplitude:'); disp(param(1,1)); +disp('Time-to-peak:'); disp(param(2,1)); +disp('Width:'); disp(param(3,1)); + +disp('HRF - Event B'); +disp('Amplitude:'); disp(param(1,2)); +disp('Time-to-peak:'); disp(param(2,2)); +disp('Width:'); disp(param(3,2)); + +%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% + +%figure; + + +subplot(3,2,5); +han2 = plot(h1(:,1),'r'); +hold on; han2(2) = plot(h2(:,1),'g'); +hold on; han2(3) = plot(h3(:,1),'m'); +legend(han2,{'IL' 'sFIR' 'DD'}) +title('Estimated HRF - Event A'); + + +subplot(3,1,2); hold on; +hh = plot_onsets(RA,'k',-3,1); +hh = plot_onsets(RB,'r',-3,0.5); +drawnow + +han3 = plot(sres_ns1,'r'); +hold on; han3(2) = plot(sres_ns2,'g'); +hold on; han3(3) = plot(sres_ns3,'m'); +hold on; plot((1:len),zeros(len,1),'--k'); +legend(han3,{'IL' 'sFIR' 'DD'}) +title('Mis-modeling (time course)'); + + +subplot(3,2,6); hold on; + +han4 = plot(h2(:,1),'r'); +hold on; han4(2) = plot(h2(:,2),'g'); +hold on; han4(3) = plot(h3(:,2),'m'); +legend(han4,{'IL' 'sFIR' 'DD'}) +title('Estimated HRF - Event A'); diff --git a/CanlabCore/HRF_Est_Toolbox4/Old_stuff/More_recent_old_stuff/Example_old.m b/CanlabCore/HRF_Est_Toolbox4/Old_stuff/More_recent_old_stuff/Example_old.m new file mode 100644 index 00000000..1ed0a257 --- /dev/null +++ b/CanlabCore/HRF_Est_Toolbox4/Old_stuff/More_recent_old_stuff/Example_old.m @@ -0,0 +1,207 @@ +%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% +% +% Example code for estimating the HRF using the Inverse-Logit Model, a +% Finte Impluse Response Model and the Canonical HRF with 2 derivatives. +% Also the code illustrates our code for detecting model misspecification. +% +% By Martin Lindquist and Tor Wager +% Edited 05/17/13 +% +%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% + +%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% +% +% Load time course +% + +mypath = which('ilogit'); +if isempty(mypath), error('Cannot find directory with ilogit.m and other functions. Not on path?'); end +[mydir] = fileparts(mypath) + +load(fullfile(mydir,'timecourse')) + +tc = (tc- mean(tc))/std(tc); +len = length(tc); + + +%% Or: create your own +[xBF] = spm_get_bf(struct('dt', .5, 'name', 'hrf (with time and dispersion derivatives)', 'length', 32)); +clear Xtrue +for i = 1:1, xx = conv(xBF.bf(:,i), [1 1 1 1 1 1 ]'); + Xtrue(:, i) = xx(1:66); +end +for i = 2:3, xx = conv(xBF.bf(:,i), [1 1]'); + Xtrue(:, i) = xx(1:66); +end +hrf = Xtrue * [1 .3 .2]'; +xsecs = 0:.5:32; +hrf = hrf(1:length(xsecs)); +hrf = hrf ./ max(hrf); +figure; plot(xsecs, hrf, 'k') +%hrf = hrf(1:4:end); % downsample to TR, if TR is > 0.5 + + +R = randperm(640); R = sort(R(1:36)); +Run = zeros(640,1); +for i=1:length(R), Run(R(i)) = 1; end; +true_sig = conv(Run, hrf); +true_sig = true_sig(1:640); + +tc_noise = noise_arp(640, [.7 .2]); +tc = true_sig + 0 * tc_noise; +%figure; plot(tc); + + +%% + +create_figure; subplot(3,1,1); han = plot(tc); +title('Sample time course'); drawnow + + +%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% +% +% Settings +% + +TR = 0.5; +% T = round(30/TR); +% t = 1:T; % samples at which to get Logit HRF Estimate +T = 30; +FWHM = 4; % FWHM for residual scan +pval = 0.01; +df = 600; +alpha = 0.001; + +%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% +% +% Create stick function (sample event onsets) +% Variable R contains onset times +% Variable Run contains stick (a.k.a. delta or indicator) function + +R = [3, 21, 56, 65, 109, 126, 163, 171, 216, 232, 269, 282, 323, 341, 376, 385, 429, 446, 483, 491, 536, 552, 589, 602]; +Run = zeros(640,1); +for i=1:length(R), Run(R(i)) = 1; end; +Runc = {}; +Runc{1} = Run; + +try + hold on; + hh = plot_onsets(R,'k',-3,1); + drawnow +catch + disp('Couldn''t find function to add onset sticks to plot. Skipping.') +end + +%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% +% Fit HRF using IL-function + +% Choose mode (deterministic/stochastic) + +mode = 1; % 0 - deterministic aproach + % 1 - simulated annealing approach + % Please note that when using simulated annealing approach you + % may need to perform some tuning before use. + +%[h1, fit1, e1, param] = Fit_Logit_allstim(tc,Run,t,mode); +V0 = [ 1 6 1 0.5 10 1 15]; +[VM, h1, fit1, e1, param] = Fit_Logit_allstim(V0,tc,TR, Runc, T); +[pv sres sres_ns1] = ResidScan(e1, FWHM); +[PowLoss1] = PowerLoss(e1, fit1, (len-7) , tc, TR, Runc, alpha); + +hold on; han(2) = plot(fit1,'r'); + +disp('Summary: IL_function'); + +disp('Amplitude:'); disp(param(1)); +disp('Time-to-peak:'); disp(param(2)); +disp('Width:'); disp(param(3)); + +disp('MSE:'); disp((1/(len-1)*sum(e1.^2))); +disp('Mis-modeling:'); disp(pv); +disp('Power Loss:'); disp(PowLoss1); + +%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% +% Fit HRF using FIR-model + +% Choose mode (FIR/sFIR) + +mode = 1; % 0 - FIR + % 1 - smooth FIR + +[h2, fit2, e2, param] = Fit_sFIR(tc,TR,Runc,T,mode); +[pv sres sres_ns2] = ResidScan(e2, FWHM); +[PowLoss2] = PowerLoss(e2, fit2, (len-T) , tc, TR, Runc, alpha); + +hold on; han(3) = plot(fit2,'g'); + +disp('Summary: FIR'); + +disp('Amplitude'); disp(param(1)); +disp('Time-to-peak'); disp(param(2)); +disp('Width'); disp(param(3)); + +disp('MSE:'); disp((1/(len-1)*sum(e2.^2))); +disp('Mis-modeling'); disp(pv); +disp('Power Loss:'); disp(PowLoss2); + +%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% +% Fit HRF using Canonical HRF + 2 derivatives + +p=1; + +[h3, fit3, e3, param, info] = Fit_Canonical_HRF(tc,TR,Runc,T,p); +[pv sres sres_ns3] = ResidScan(e3, FWHM); +[PowLoss3] = PowerLoss(e3, fit3, (len-p) , tc, TR, Runc, alpha); + +hold on; han(4) = plot(fit3,'m'); + +legend(han,{'Data' 'IL' 'sFIR' 'DD'}) + + +disp('Summary: Canonical + 2 derivatives'); + +disp('Amplitude'); disp(param(1)); +disp('Time-to-peak'); disp(param(2)); +disp('Width'); disp(param(3)); + +disp('MSE:'); disp((1/(len-1)*sum(e3.^2))); +disp('Mis-modeling'); disp(pv); +disp('Power Loss:'); disp(PowLoss3); + +%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% + +%figure; + + +subplot(3,2,5); +han2 = plot(h1,'r'); +hold on; han2(2) = plot(h2,'g'); +hold on; han2(3) = plot(h3,'m'); +legend(han2,{'IL' 'sFIR' 'DD'}) +title('Estimated HRF'); + + +subplot(3,1,2); hold on; +hh = plot_onsets(R,'k',-3,1); +drawnow + +han3 = plot(sres_ns1,'r'); +hold on; han3(2) = plot(sres_ns2,'g'); +hold on; han3(3) = plot(sres_ns3,'m'); +hold on; plot((1:len),zeros(len,1),'--k'); +legend(han3,{'IL' 'sFIR' 'DD'}) +title('Mis-modeling (time course)'); + + +subplot(3,2,6); hold on; + +[s1] = Fit_sFIR(sres_ns1,TR,Runc,T,0); +[s2] = Fit_sFIR(sres_ns2,TR,Runc,T,0); +[s3] = Fit_sFIR(sres_ns3,TR,Runc,T,0); + +han4 = plot(s1(1:T),'r'); +hold on; han4(2) = plot(s2(1:T),'g'); +hold on; han4(3) = plot(s3(1:T),'m'); +hold on; plot((1:T),zeros(T,1),'--k'); +legend(han4,{'IL' 'sFIR' 'DD'}) +title('Mis-modeling (HRF)'); diff --git a/CanlabCore/HRF_Est_Toolbox4/Old_stuff/More_recent_old_stuff/Fit_Canonical_HRF.m b/CanlabCore/HRF_Est_Toolbox4/Old_stuff/More_recent_old_stuff/Fit_Canonical_HRF.m new file mode 100644 index 00000000..078b3951 --- /dev/null +++ b/CanlabCore/HRF_Est_Toolbox4/Old_stuff/More_recent_old_stuff/Fit_Canonical_HRF.m @@ -0,0 +1,119 @@ +function [hrf, fit, e, param, info] = Fit_Canonical_HRF(tc,TR,Run,T,p) +% function [hrf, fit, e, param, info] = Fit_Canonical_HRF(tc,TR,Runs,T,p) +% +% Fits GLM using canonical hrf (with option of using time and dispersion derivatives)'; +% +% INPUTS: +% +% tc - time course +% TR - time resolution +% Runs - expermental design +% T - length of estimated HRF +% p - Model type +% +% Options: p=0 - only canonical HRF +% p=1 - canonical + temporal derivative +% p=2 - canonical + time and dispersion derivative +% +% OUTPUTS: +% +% hrf - estimated hemodynamic response function +% fit - estimated time course +% e - residual time course +% param - estimated amplitude, height and width +% info - struct containing design matrices, beta values etc +% +% Created by Martin Lindquist on 10/02/09 +% Last edited: 05/26/10 (ML) + +d = length(Run); +len = length(Run{1}); + +X = zeros(len,p*d); +param = zeros(3,d); + +[h, dh, dh2] = CanonicalBasisSet(TR); + +for i=1:d, + v = conv(Run{i},h); + X(:,(i-1)*p+1) = v(1:len); + + if (p>1) + v = conv(Run{i},dh); + X(:,(i-1)*p+2) = v(1:len); + end + + if (p>2) + v = conv(Run{i},dh2); + X(:,(i-1)*p+3) = v(1:len); + end +end + +X = [(zeros(len,1)+1) X]; + +b = pinv(X)*tc; +e = tc-X*b; +fit = X*b; + +b = reshape(b(2:end),p,d)'; +bc = zeros(d,1); + +for i=1:d, + if (p == 1) + bc(i) = b(i,1); + H = h; + elseif (p==2) + bc(i) = sign(b(i,1))*sqrt((b(i,1))^2 + (b(i,2))^2); + H = [h dh]; + elseif (p>2) + bc(i) = sign(b(i,1))*sqrt((b(i,1))^2 + (b(i,2))^2 + (b(i,3))^2); + H = [h dh dh2]; + end + +end + +hrf = H*b'; + +for i=1:d, + param(:,i) = get_parameters2(hrf(:,i),T); +end; + +info ={}; +info.b = b; +info.bc = bc; +info.X = X; +info.H =H; + +end + +% END MAIN FUNCTION +%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% + + +%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% +% +% Subfunctions +% +%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% + +function [h, dh, dh2] = CanonicalBasisSet(TR) + +len = round(30/TR); +xBF.dt = TR; +xBF.length= len; +xBF.name = 'hrf (with time and dispersion derivatives)'; +xBF = spm_get_bf(xBF); + +v1 = xBF.bf(1:len,1); +v2 = xBF.bf(1:len,2); +v3 = xBF.bf(1:len,3); + +h = v1; +dh = v2 - (v2'*v1/norm(v1)^2).*v1; +dh2 = v3 - (v3'*v1/norm(v1)^2).*v1 - (v3'*dh/norm(dh)^2).*dh; + +h = h./max(h); +dh = dh./max(dh); +dh2 = dh2./max(dh2); + +end \ No newline at end of file diff --git a/CanlabCore/HRF_Est_Toolbox4/Old_stuff/More_recent_old_stuff/Fit_Logit.m b/CanlabCore/HRF_Est_Toolbox4/Old_stuff/More_recent_old_stuff/Fit_Logit.m new file mode 100644 index 00000000..898cc6ba --- /dev/null +++ b/CanlabCore/HRF_Est_Toolbox4/Old_stuff/More_recent_old_stuff/Fit_Logit.m @@ -0,0 +1,57 @@ +function [hrf, fit, e, param] = Fit_Logit(tc,Run,t,mode) +% function [hrf, fit, e, param] = Fit_Logit(tc,Run,t,mode) +% +% Fits FIR and smooth FIR model +% +% INPUTS: +% +% tc - time course +% TR - time resolution +% Runs - expermental design +% T - length of estimated HRF +% mode - deterministic or stochastic +% options: +% 0 - deterministic aproach +% 1 - simulated annealing approach +% Please note that when using simulated annealing approach you +% may need to perform some tuning before use. +% +% OUTPUTS: +% +% hrf - estimated hemodynamic response function +% fit - estimated time course +% e - residual time course +% param - estimated amplitude, height and width +% +% Created by Martin Lindquist on 10/02/09 +% Last edited: 05/26/10 (ML) + +%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% +% Fit the Logit model + +numstim = length(Run); +len = length(Run{1}); + +V0 = [ 1 6 1 0.5 10 1 15]; % initial values for logit fit +V0 = repmat(V0,1,numstim); + +if (mode == 1 && numstim>1), + disp('Multi-stimulus annealing function currently not implemented. Switching to "deterministic mode"') + mode = 0; +end; + +% Estimate theta (logit parameters) + +if (mode == 1) + disp('Stochastic Mode'); + + Runs = Run{1}; + [theta,HH,C,P,hrf,fit,e,param] = Anneal_Logit(V0,t,tc,Runs); + +elseif (mode == 0) + disp('Deterministic Mode'); + [theta, hrf, fit, e, param] = Det_Logit(V0,t,tc,Run); + +end + +end diff --git a/CanlabCore/HRF_Est_Toolbox4/Old_stuff/More_recent_old_stuff/Fit_Logit_allstim.m b/CanlabCore/HRF_Est_Toolbox4/Old_stuff/More_recent_old_stuff/Fit_Logit_allstim.m new file mode 100644 index 00000000..bb697d63 --- /dev/null +++ b/CanlabCore/HRF_Est_Toolbox4/Old_stuff/More_recent_old_stuff/Fit_Logit_allstim.m @@ -0,0 +1 @@ +function [VM, hrf, fit, e, param] = Fit_Logit_allstim(V0,tc,TR, Run, T) % Fit inverse logit function model to time course % Multi-stimulus case % % INPUT: % % V0 = initial parameters % tc = time course % TR = time resolution % Run = stick function (one trial type per cell) % % % OUTPUT: % % VM = estimated parameters % hrf = estimated HRF % C = SSE % fit - fitted time course % param - estimated height, time to peak and width for each HRF numstim = length(Run); len = length(Run{1}); t=1:TR:T; % Initial values LB = [0.05, 1, 0, 0.05, 5, 0.05, 8]; % Previous Lower bounds for parameters UB = [5, 10, 2.5, 2, 15, 2, 20]; LB = repmat(LB, 1, numstim); UB = repmat(UB, 1, numstim); V0 = repmat(V0, 1, numstim); % Find optimal values options = optimset('MaxFunEvals',10000,'Maxiter',10000,'TolX', 1e-6, 'TolFun', 1e-6,'Display','off'); VM = fminsearchbnd(@cost_allstim, V0, LB,UB,options,t,tc,Run); % Use optimal values to fit hemodynamic response functions hrf =zeros(length(t),numstim); fitt = zeros(len,numstim); param = zeros(3,numstim); for g = 1:numstim hrf(:,g) = Get_Logit(VM(g*7-6:g*7),t); % Calculate HRF estimate (fit, given theta) param(:,g) = get_parameters2(hrf(:,g),(1:length(t))); end % Get fitted time courses and residuals for g = 1:numstim fits(:,g) = conv(Run{g}, hrf(:,g)); fitt(:,g) = fits(1:len,g); end fit = sum(fitt,2); e = tc-fit; return; \ No newline at end of file diff --git a/CanlabCore/HRF_Est_Toolbox4/Old_stuff/More_recent_old_stuff/Fit_Logit_allstim_2.m b/CanlabCore/HRF_Est_Toolbox4/Old_stuff/More_recent_old_stuff/Fit_Logit_allstim_2.m new file mode 100644 index 00000000..95139b90 --- /dev/null +++ b/CanlabCore/HRF_Est_Toolbox4/Old_stuff/More_recent_old_stuff/Fit_Logit_allstim_2.m @@ -0,0 +1 @@ +function [VM, hrf, fit] = Fit_Logit_allstim_2(V0,tc,tr, Run, down) % Fit inverse logit function model to time course % Multi-condition case % % Last edited by ML on 02/12/13 % % INPUTS: % % V0 - Initial values for IL-model % tc - time course data % tr - TR % Run - a cell array containing stick functions (one for each condition) % down - downsampling factor % % OUTPUTS: % % VM - final parameter values for IL-model % hrf - estimated HRFs for each condition % fit - estimated time course % Initial values numstim = length(Run); len = length(Run{1}); LB = [0.05, 1, 0, 0.05, 5, 0.05, 8]; % Previous Lower bounds for parameters UB = [2 10, 2, 2, 15, 1, 20]; % LB = [0.05, 1, 0, 0.05, 5, 0.05, 8, 0]; % Previous Lower bounds for parameters % UB = [2 10, 5, 2, 15, 1, 20, 5]; LB = repmat(LB, 1, numstim); UB = repmat(UB, 1, numstim); V0 = repmat(V0,1,numstim); % Find optimal values %options = optimset('MaxFunEvals',10000,'Maxiter',10000,'TolX', 1e-4, 'TolFun', 1e-4,'Display','Final'); options = optimset('MaxFunEvals',100000,'Maxiter',100000,'TolX', 1e-8, 'TolFun', 1e-8,'Display','off'); %VM = fminsearch(@msq_timecourse,V02,options,t,tc,RunA,RunB,RunC ); VM = fminsearchbnd(@cost_allstim_2, V0, LB, UB, options,tr,tc,Run,down); % Use optimal values to fit hemodynamic response functions t=0:(1/down):30; hrf =zeros(length(t),numstim); fitt = zeros(len,numstim); for g = 1:numstim hrf(:,g) = Get_Logit(VM(g*7-6:g*7),t); % Calculate HRF estimate (fit, given theta) end for g = 1:numstim fits(:,g) = conv(Run{g}, hrf(:,g)); fitt(:,g) = fits(1:len,g); end fit = sum(fitt,2); return; \ No newline at end of file diff --git a/CanlabCore/HRF_Est_Toolbox4/Old_stuff/More_recent_old_stuff/Fit_sFIR.m b/CanlabCore/HRF_Est_Toolbox4/Old_stuff/More_recent_old_stuff/Fit_sFIR.m new file mode 100644 index 00000000..2e76d50d --- /dev/null +++ b/CanlabCore/HRF_Est_Toolbox4/Old_stuff/More_recent_old_stuff/Fit_sFIR.m @@ -0,0 +1,77 @@ +function [hrf, fit, e, param] = Fit_sFIR(tc,TR,Run,T,mode) +% function [hrf, fit, e, param] = Fit_sFIR(tc,TR,Runs,T,mode) +% +% Fits FIR and smooth FIR model +% +% INPUTS: +% +% tc - time course +% TR - time resolution +% Runs - expermental design +% T - length of estimated HRF +% mode - FIR or smooth FIR +% options: +% 0 - standard FIR +% 1 - smooth FIR +% +% OUTPUTS: +% +% hrf - estimated hemodynamic response function +% fit - estimated time course +% e - residual time course +% param - estimated amplitude, height and width +% +% Created by Martin Lindquist on 10/02/09 +% Last edited: 05/26/10 (ML) + +numstim = length(Run); +len = length(Run{1}); + + +Runs = zeros(len,numstim); +for i=1:numstim, + Runs(:,i) = Run{i}; +end; + +[DX] = tor_make_deconv_mtx3(Runs,T,1); + +% DX2 = DX(:,1:T); +% num = T; + +if mode == 1 + + C=(1:T)'*(ones(1,T)); + h = sqrt(1/(7/TR)); % 7 seconds smoothing - ref. Goutte + + v = 0.1; + sig = 1; + + R = v*exp(-h/2*(C-C').^2); + RI = inv(R); + MRI = zeros(numstim*T+1); + for i=1:numstim, + MRI(((i-1)*T+1):(i*T),((i-1)*T+1):(i*T)) = RI; + end; + + b = inv(DX'*DX+sig^2*MRI)*DX'*tc; + fit = DX*b; + e = tc - DX*b; + +elseif mode == 0 + + b = pinv(DX)*tc; + fit = DX*b; + e = tc - DX*b; + +end + + +hrf =zeros(T,numstim); +param = zeros(3,numstim); + +for i=1:numstim, + hrf(:,i) = b(((i-1)*T+1):(i*T))'; + param(:,i) = get_parameters2(hrf(:,i),T); +end; + +end \ No newline at end of file diff --git a/CanlabCore/HRF_Est_Toolbox4/Old_stuff/More_recent_old_stuff/Get_Logit.m b/CanlabCore/HRF_Est_Toolbox4/Old_stuff/More_recent_old_stuff/Get_Logit.m new file mode 100644 index 00000000..c33a6d43 --- /dev/null +++ b/CanlabCore/HRF_Est_Toolbox4/Old_stuff/More_recent_old_stuff/Get_Logit.m @@ -0,0 +1 @@ +function [h, base] = get_logit(V,t) % % [h] = get_logit(V,t) % % Calculate inverse logit (IL) HRF model % Creates fitted curve - 3 logistic functions to be summed together - from parameter estimates % % INPUT: V, t % t = vector of time points % V = parameters % % By Martin Lindquist and Tor Wager % Edited 12/12/06 % A1 = V(1); T1 = V(2); d1 = V(3); A2 = V(4); T2 = V(5); A3 = V(6); T3 = V(7); d2 = -d1*(ilogit(A1*(1-T1)) - ilogit(A3*(1-T3)))/(ilogit(A2*(1-T2)) + ilogit(A3*(1-T3))); d3 = abs(d2)-abs(d1); h = d1*ilogit(A1*(t-T1))+d2*ilogit(A2*(t-T2))+d3*ilogit(A3*(t-T3)); % Superimpose 3 IL functions h = h'; base =zeros(3,length(t)); base(1,:) = ilogit(A1*(t-T1)); base(2,:) = ilogit(A2*(t-T2)); base(3,:) = ilogit(A3*(t-T3)); return \ No newline at end of file diff --git a/CanlabCore/HRF_Est_Toolbox4/Old_stuff/More_recent_old_stuff/Get_Logit_2.m b/CanlabCore/HRF_Est_Toolbox4/Old_stuff/More_recent_old_stuff/Get_Logit_2.m new file mode 100644 index 00000000..2930b4e7 --- /dev/null +++ b/CanlabCore/HRF_Est_Toolbox4/Old_stuff/More_recent_old_stuff/Get_Logit_2.m @@ -0,0 +1 @@ +function [h, base] = get_logit_2(V,t) % % [h] = get_logit(V,t) % % Calculate inverse logit (IL) HRF model % Creates fitted curve - 3 logistic functions to be summed together - from parameter estimates % % INPUT: V, t % t = vector of time points % V = parameters % % By Martin Lindquist and Tor Wager % Edited 12/12/06 % T = t(end); A1 = V(1); T1 = V(2); d1 = V(3); A2 = V(4); T2 = V(5); A3 = V(6); T3 = V(7); d3 = V(8); % d2 = -d1*(ilogit(A1*(1-T1)) - ilogit(A3*(1-T3)))/(ilogit(A2*(1-T2)) + ilogit(A3*(1-T3))); % d3 = abs(d2)-abs(d1); m1 = ilogit(A1*(1-T1)); m2 = ilogit(A2*(1-T2)); m3 = ilogit(A3*(1-T3)); w1 = ilogit(A1*(T-T1)); w2 = ilogit(A2*(T-T2)); w3 = ilogit(A3*(T-T3)); d2 = -d1*(m1 - m3*w1/w3)/(m2 - m3*w2/3); h = d1*ilogit(A1*(t-T1))+d2*ilogit(A2*(t-T2))+d3*ilogit(A3*(t-T3)); % Superimpose 3 IL functions h = h'; base =zeros(3,length(t)); base(1,:) = ilogit(A1*(t-T1)); base(2,:) = ilogit(A2*(t-T2)); base(3,:) = ilogit(A3*(t-T3)); return \ No newline at end of file diff --git a/CanlabCore/HRF_Est_Toolbox4/Old_stuff/More_recent_old_stuff/Inverse_Logit_Tool_Instructions.rtf b/CanlabCore/HRF_Est_Toolbox4/Old_stuff/More_recent_old_stuff/Inverse_Logit_Tool_Instructions.rtf new file mode 100644 index 00000000..790a7dbc --- /dev/null +++ b/CanlabCore/HRF_Est_Toolbox4/Old_stuff/More_recent_old_stuff/Inverse_Logit_Tool_Instructions.rtf @@ -0,0 +1,69 @@ +{\rtf1\mac\ansicpg10000\cocoartf824\cocoasubrtf420 +{\fonttbl\f0\fswiss\fcharset77 Helvetica;\f1\fswiss\fcharset77 CenturyGothic-BoldItalic;} +{\colortbl;\red255\green255\blue255;\red0\green6\blue240;} +\margl1440\margr1440\vieww5880\viewh19560\viewkind0 +\pard\tx720\tx1440\tx2160\tx2880\tx3600\tx4320\tx5040\tx5760\tx6480\tx7200\tx7920\tx8640\ql\qnatural\pardirnatural + +\f0\fs36 \cf0 Inverse Logit Hemodynamic Response Estimation Toolbox +\fs24 \ +\ + +\f1\i\b\fs28 Version: +\f0\i0\b0\fs24 \ +12/12/06, Last Edit: 12/12/06\ +\ + +\f1\i\b\fs28 Authors: +\f0\i0\b0\fs24 \ +Martin Lindquist, Dept. of Statistics, Columbia University\ +Tor Wager, Dept. of Psychology, Columbia University\ +\ + +\f1\i\b\fs28 Reference: +\f0\i0\b0\fs24 \ +\ +\pard\pardeftab720\sa360\ql\qnatural +{\field{\*\fldinst{HYPERLINK "http://www.columbia.edu/cu/psychology/tor/Papers/Model_hrf-1.doc"}}{\fldrslt \cf0 \ul \ulc2 Lindquist, M. and Wager, T. D.\'ca (in press). Validity and Power in Hemodynamic Response Modeling:\'ca A comparison study and a new approach.\'ca \ulnone Human Brain Mapping (2007); early version available online.}}\ +\pard\tx720\tx1440\tx2160\tx2880\tx3600\tx4320\tx5040\tx5760\tx6480\tx7200\tx7920\tx8640\ql\qnatural\pardirnatural +\cf0 \ + +\f1\i\b\fs28 Purpose:\ +\ + +\f0\i0\b0\fs24 This toolbox will estimate parameters for a flexible hemodynamic response function (HRF) using three superimposed inverse logit functions. The HRF is fit using seven parameters, and can capture a variety of HRF shapes, including sustained activations. \ +\ +Main inputs include a data timeseries and indicator (stick) function for the onsets of events. +\f1\i\b\fs28 \ +\ + +\f0\i0\b0\fs24 The function can be used with ROI timeseries or incorporated into whole-brain HRF-estimation tools. +\f1\i\b\fs28 \ +\ + +\f0\i0\b0\fs24 \ + +\f1\i\b\fs28 Main Functions:\ + +\f0\i0\b0\fs24 \ +(Specific help for each function is available by typing\ +>> help myfunctionname \ +at the >> matlab prompt.)\ +\ +Example.m\ +-------------------------------------------------------------------------------------------------\ +Example script that loads example timeseries data and fits the model. Plots results.\ +\ +Anneal_Logit.m\ +-------------------------------------------------------------------------------------------------\ +Main function for fitting inverse logit (IL) HRF estimate to timeseries.\ +Simulated annealing is built into function as a solution-finder.\ +\ +Get_Logit.m\ +-------------------------------------------------------------------------------------------------\ +Create HRF estimate from IL parameters\ +\ +cost.m\ +-------------------------------------------------------------------------------------------------\ +Least-squares cost function for the IL model\ +\ +} \ No newline at end of file diff --git a/CanlabCore/HRF_Est_Toolbox4/Old_stuff/More_recent_old_stuff/PowerLoss.m b/CanlabCore/HRF_Est_Toolbox4/Old_stuff/More_recent_old_stuff/PowerLoss.m new file mode 100644 index 00000000..bbd855a9 --- /dev/null +++ b/CanlabCore/HRF_Est_Toolbox4/Old_stuff/More_recent_old_stuff/PowerLoss.m @@ -0,0 +1,38 @@ +function [PowLoss] = PowerLoss(modres, modfit, moddf, tc, TR, Run, alpha) +% function [PowLoss] = PowerLoss(modres, modfit, moddf, tc, TR, Run, alpha) +% +% Estimates Power-loss due to mis-modeling. +% +% INPUT: +% +% modres - residuals +% modfit - model fit +% moddf - model degrees of freedom +% tc - time course +% TR - time resolution +% Runs - expermental design +% alpha - alpha value +% +% OUTPUT: +% +% PowLoss - Estimated power loss +% +% + +len = length(tc); % length of time course +T = round(30./TR); % length of estimated HRF +tstar = tinv(1-alpha,moddf); % t-threshold + +% Fit FIR model to find 'baseline' power. +[h, fit, e] = Fit_sFIR(tc,TR,Run,T,1); +s = (1/(len-T))*e'*e; +t = 1/sqrt(s*inv(fit'*fit)); +basePow = 1- nctcdf(tstar,(len-T),t); + +% Compute model power. +sig = (1/moddf)*modres'*modres; +ts = 1/sqrt(sig*inv(modfit'*modfit)); +modPow = 1- nctcdf(tstar,moddf,ts); + +% Compute 'power loss' +PowLoss = basePow - modPow; diff --git a/CanlabCore/HRF_Est_Toolbox2/PowerSim.m b/CanlabCore/HRF_Est_Toolbox4/Old_stuff/More_recent_old_stuff/PowerSim.m similarity index 94% rename from CanlabCore/HRF_Est_Toolbox2/PowerSim.m rename to CanlabCore/HRF_Est_Toolbox4/Old_stuff/More_recent_old_stuff/PowerSim.m index 71d9f65c..8dc57491 100644 --- a/CanlabCore/HRF_Est_Toolbox2/PowerSim.m +++ b/CanlabCore/HRF_Est_Toolbox4/Old_stuff/More_recent_old_stuff/PowerSim.m @@ -1,37 +1,37 @@ -N = 1000; -M = 10; -P = zeros(N,M); -B = zeros(N,M); - -Yind = zeros(60,1); -Yind(21:40) = 1; -X2 = Yind; -sigma = 0.5; -tstar = tinv(1-0.05,59); - -for i=1:M, - for rep = 1:N, - - X = zeros(60,1); - X((20+i):(40+i-1)) = 1; - Y = Yind + normrnd(0,sigma,60,1); - b = pinv(X)*Y; - e = Y-X*b; - sig = sqrt(e'*e/59); - t = b./(sig/(X'*X)); - delta = 1/sig; - Pow = 1- nctcdf(tstar,59,delta); - - b2 = pinv(X2)*Y; - e2 = Y-X2*b2; - sig2 = sqrt(e2'*e2/59); - t2 = b2./(sig2/(X2'*X2)); - delta2 = 1/sig2; - Pow2 = 1- nctcdf(tstar,59,delta2); - - - P(rep,i) = Pow2-Pow; - B(rep,i) = b-1; - - end; -end; +N = 1000; +M = 10; +P = zeros(N,M); +B = zeros(N,M); + +Yind = zeros(60,1); +Yind(21:40) = 1; +X2 = Yind; +sigma = 0.5; +tstar = tinv(1-0.05,59); + +for i=1:M, + for rep = 1:N, + + X = zeros(60,1); + X((20+i):(40+i-1)) = 1; + Y = Yind + normrnd(0,sigma,60,1); + b = pinv(X)*Y; + e = Y-X*b; + sig = sqrt(e'*e/59); + t = b./(sig/(X'*X)); + delta = 1/sig; + Pow = 1- nctcdf(tstar,59,delta); + + b2 = pinv(X2)*Y; + e2 = Y-X2*b2; + sig2 = sqrt(e2'*e2/59); + t2 = b2./(sig2/(X2'*X2)); + delta2 = 1/sig2; + Pow2 = 1- nctcdf(tstar,59,delta2); + + + P(rep,i) = Pow2-Pow; + B(rep,i) = b-1; + + end; +end; diff --git a/CanlabCore/HRF_Est_Toolbox2/ResidScan.m b/CanlabCore/HRF_Est_Toolbox4/Old_stuff/More_recent_old_stuff/ResidScan.m similarity index 95% rename from CanlabCore/HRF_Est_Toolbox2/ResidScan.m rename to CanlabCore/HRF_Est_Toolbox4/Old_stuff/More_recent_old_stuff/ResidScan.m index ade1c88c..071cb589 100644 --- a/CanlabCore/HRF_Est_Toolbox2/ResidScan.m +++ b/CanlabCore/HRF_Est_Toolbox4/Old_stuff/More_recent_old_stuff/ResidScan.m @@ -1,107 +1,107 @@ -function [p sres sres_ns] = ResidScan(res, FWHM) -% function [p sres sres_ns] = ResidScan(res, FWHM) -% -% Calculates P(M>=t) where M is the max value of the smoothed residuals. -% In this implementation the residuals are smoothed using a Gaussian -% kernel. -% -% INPUT: -% -% res - residual time course -% FWHM - Full Width Half Maximum (in time units) -% -% OUTPUT: -% -% p - pvalues -% sres - smoothed residuals -% sres_ns - smoothed residuals (non standardized) -% -% By Martin Lindquist & Ji-Meng Loh, July 2007 -% -% Edited by ML on 10/02/09 - -res_ns = res; -res = res./std(res); -len = length(res); - -% Create Gaussian Kernel -sig = ceil(FWHM/(2*sqrt(2*log(2)))); -klen = 3*sig; -kern = normpdf((-klen:klen),0,sig); -kern = kern./sqrt(sum(kern.^2)); - -% Convolve -x = conv(res,kern); -sres = x((klen + 1):(end-klen)); - -x = conv(res_ns,kern/sum(kern)); -sres_ns = x((klen + 1):(end-klen)); - - -% Find Max value -[a,location] = max(abs(sres)); - -% Find p-values using Gaussian Random Field theory -z = Euler_p(1, a, len, FWHM); -z = 2*z; %Two-sided test -p = min(1, z); - -end - -% END MAIN FUNCTION - - -%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% -%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% -% -% Subfunctions -% -%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% - - -function pval = Euler_p(myDim, value, N, fwhm) -% function z = Euler_p(myDim, value, N, fwhm) -% -% Finds the p value using the expected Euler characteristic. -% -% This function returns P(M \ge value) using the approximation -% \sum_{d=0}^D R_d(V) \rho_d(value) following Worsley et al's "A Unified -% Statistical Approach for Determining Significant Signals in Images of -% Cerebral Activation". -% -% INPUTS: -% -% myDim - the number of dimensions in the data -% value - the value of the maximum. -% N - the number of (time) points in that 1 dimension -% fwhm - the full width half maximum -% -% OUTPUTS: -% -% pval - the p-value - -% NOTE: CURRENTLY THIS FUNCTION IS ONLY IMPLEMENTED FOR THE 1D CASE - - % Constants - myfactor = 4*log(2); - pi2 = 2*pi; - exptsq = exp(-(value^2)/2); - - % Euler Characteristc Densties - rho = zeros(5,1); - rho(1) = 1-normcdf(value); - rho(2) = myfactor^(0.5)*exptsq/pi2; - rho(3) = myfactor * exptsq * value / (pi2 ^ (1.5)); - rho(4) = myfactor ^ (1.5) * exptsq * (value^2-1) / (pi2 ^2); - rho(5) = myfactor ^2 * exptsq * (value^3-3*value) / (pi2 ^ (5/2)); - - % Resel Count - R0 = 1; - R1 = N/fwhm; - - % P-value - pval = R0 * rho(1) + R1 * rho(2); - -end - - +function [p sres sres_ns] = ResidScan(res, FWHM) +% function [p sres sres_ns] = ResidScan(res, FWHM) +% +% Calculates P(M>=t) where M is the max value of the smoothed residuals. +% In this implementation the residuals are smoothed using a Gaussian +% kernel. +% +% INPUT: +% +% res - residual time course +% FWHM - Full Width Half Maximum (in time units) +% +% OUTPUT: +% +% p - pvalues +% sres - smoothed residuals +% sres_ns - smoothed residuals (non standardized) +% +% By Martin Lindquist & Ji-Meng Loh, July 2007 +% +% Edited by ML on 10/02/09 + +res_ns = res; +res = res./std(res); +len = length(res); + +% Create Gaussian Kernel +sig = ceil(FWHM/(2*sqrt(2*log(2)))); +klen = 3*sig; +kern = normpdf((-klen:klen),0,sig); +kern = kern./sqrt(sum(kern.^2)); + +% Convolve +x = conv(res,kern); +sres = x((klen + 1):(end-klen)); + +x = conv(res_ns,kern/sum(kern)); +sres_ns = x((klen + 1):(end-klen)); + + +% Find Max value +[a,location] = max(abs(sres)); + +% Find p-values using Gaussian Random Field theory +z = Euler_p(1, a, len, FWHM); +z = 2*z; %Two-sided test +p = min(1, z); + +end + +% END MAIN FUNCTION + + +%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% +%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% +% +% Subfunctions +% +%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% + + +function pval = Euler_p(myDim, value, N, fwhm) +% function z = Euler_p(myDim, value, N, fwhm) +% +% Finds the p value using the expected Euler characteristic. +% +% This function returns P(M \ge value) using the approximation +% \sum_{d=0}^D R_d(V) \rho_d(value) following Worsley et al's "A Unified +% Statistical Approach for Determining Significant Signals in Images of +% Cerebral Activation". +% +% INPUTS: +% +% myDim - the number of dimensions in the data +% value - the value of the maximum. +% N - the number of (time) points in that 1 dimension +% fwhm - the full width half maximum +% +% OUTPUTS: +% +% pval - the p-value + +% NOTE: CURRENTLY THIS FUNCTION IS ONLY IMPLEMENTED FOR THE 1D CASE + + % Constants + myfactor = 4*log(2); + pi2 = 2*pi; + exptsq = exp(-(value^2)/2); + + % Euler Characteristc Densties + rho = zeros(5,1); + rho(1) = 1-normcdf(value); + rho(2) = myfactor^(0.5)*exptsq/pi2; + rho(3) = myfactor * exptsq * value / (pi2 ^ (1.5)); + rho(4) = myfactor ^ (1.5) * exptsq * (value^2-1) / (pi2 ^2); + rho(5) = myfactor ^2 * exptsq * (value^3-3*value) / (pi2 ^ (5/2)); + + % Resel Count + R0 = 1; + R1 = N/fwhm; + + % P-value + pval = R0 * rho(1) + R1 * rho(2); + +end + + diff --git a/CanlabCore/HRF_Est_Toolbox4/Old_stuff/More_recent_old_stuff/ScanSim4.m b/CanlabCore/HRF_Est_Toolbox4/Old_stuff/More_recent_old_stuff/ScanSim4.m new file mode 100644 index 00000000..803d202b --- /dev/null +++ b/CanlabCore/HRF_Est_Toolbox4/Old_stuff/More_recent_old_stuff/ScanSim4.m @@ -0,0 +1,67 @@ +TR = 0.5; +len = 200; + +%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% +% Compute hrf +%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% + +t=0.1:TR:30; +a1 =6; +a2 = 12; +b1 = 0.9; +b2 =0.9; +c = 0.35; + +d1 = a1*b1; +d2 = a2*b2; + +h = ((t./d1).^a1).*exp(-(t-d1)./b1) - c*((t./d2).^a2).*exp(-(t-d2)./b2); +h = h./max(h); + +%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% + +% X = zeros(len,4); +% X(:,1) = 1; +% X(:,2) = (1:len)/len; +% X(:,3) = X(:,2).^2; +% +% Run = zeros(40,5); +% Run(1:20,:) = 1; +% Run = reshape(Run,200,1); +% q = conv(Run,h); +% X(:,4) = q(1:len); + + +X = zeros(len,2); +X(:,1) = 1; +Run = zeros(200,1); +Run(50) = 1; +Run(150) = 1; +q = conv(Run,h); +X(:,2) = q(1:len); + + +Run = zeros(200,1); +Run(50) = 1; +Run(160) = 1; +tc = conv(Run,h); +tc = tc(1:len) + normrnd(0,0.3,200,1); + + +beta = pinv(X)*tc; +e = tc-X*beta; +sigma = sqrt((1/(len-size(X,2)))*sum(e.^2)); +%c = [0 0 0 1]; +c = [0 1]; +se = sigma.*sqrt(c*inv(X'*X)*c'); +t = beta/se; +pval = 2*tcdf(-abs(t),len-4); +df = len - 4; + +[z sres sres_ns] = ResidScan(e, 4); +[b bias pl pc pe] = BiasPowerloss(tc, X,c,beta,df,z,0.05); + +beta +b +bias +pl diff --git a/CanlabCore/HRF_Est_Toolbox4/Old_stuff/More_recent_old_stuff/get_parameters2.m b/CanlabCore/HRF_Est_Toolbox4/Old_stuff/More_recent_old_stuff/get_parameters2.m new file mode 100644 index 00000000..2793c63d --- /dev/null +++ b/CanlabCore/HRF_Est_Toolbox4/Old_stuff/More_recent_old_stuff/get_parameters2.m @@ -0,0 +1,43 @@ +function [param] = get_parameters2(hdrf,t) + +% Find model parameters +% +% Height - h +% Time to peak - p (in time units of TR seconds) +% Width (at half peak) - w + + +% Calculate Heights and Time to peak: + +n = t(end)*0.6; + +[h,p] = max(abs(hdrf(1:n))); +h = hdrf(p); + +if (p > t(end)*0.6), warning('Late time to peak'), end; + +if (h >0) + v = (hdrf >= h/2); +else + v = (hdrf <= h/2); +end; + +[a,b] = min(diff(v)); +v(b+1:end) = 0; +w = sum(v); + +cnt = p-1; +g =hdrf(2:end) - hdrf(1:(end-1)); +while((cnt > 0) & (abs(g(cnt)) <0.001)), + h = hdrf(cnt); + p = cnt; + cnt = cnt-1; +end; + + +param = zeros(3,1); +param(1) = h; +param(2) = p; +param(3) = w; + +return; diff --git a/CanlabCore/HRF_Est_Toolbox2/ilogit.m b/CanlabCore/HRF_Est_Toolbox4/Old_stuff/More_recent_old_stuff/ilogit.m similarity index 95% rename from CanlabCore/HRF_Est_Toolbox2/ilogit.m rename to CanlabCore/HRF_Est_Toolbox4/Old_stuff/More_recent_old_stuff/ilogit.m index 833986a2..bce2823a 100644 --- a/CanlabCore/HRF_Est_Toolbox2/ilogit.m +++ b/CanlabCore/HRF_Est_Toolbox4/Old_stuff/More_recent_old_stuff/ilogit.m @@ -1,13 +1,13 @@ -function [L] = ilogit(t) -% -% function [L] = ilogit(t) -% -% Calculate the inverse logit function corresponding to the value t -% -% OUTPUT: L = exp(t)./(1+exp(t)); 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zuuoOC@|bvuKE4fU$?2K~pmBZ#-<;0FGY;8WE}ua+HXFD7mP~@mJcLZLg?@d$?b)Gs zLuU0z9H-eDR1gccC26@`oWwh(YzU8B`GyMp`X_}WO6f&^Z}KcE zoLD~VX)G#sl6Ad3!T_jsNIN%y%6(iF9uk=LTv}|@Cn`BsKbe4iv&TTvpRm*KT;Ki= DT>=IF literal 0 HcmV?d00001 diff --git a/CanlabCore/HRF_Est_Toolbox4/Old_stuff/ScanSim4.m b/CanlabCore/HRF_Est_Toolbox4/Old_stuff/ScanSim4.m new file mode 100644 index 00000000..803d202b --- /dev/null +++ b/CanlabCore/HRF_Est_Toolbox4/Old_stuff/ScanSim4.m @@ -0,0 +1,67 @@ +TR = 0.5; +len = 200; + +%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% +% Compute hrf +%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% + +t=0.1:TR:30; +a1 =6; +a2 = 12; +b1 = 0.9; +b2 =0.9; +c = 0.35; + +d1 = a1*b1; +d2 = a2*b2; + +h = ((t./d1).^a1).*exp(-(t-d1)./b1) - c*((t./d2).^a2).*exp(-(t-d2)./b2); +h = h./max(h); + +%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% + +% X = zeros(len,4); +% X(:,1) = 1; +% X(:,2) = (1:len)/len; +% X(:,3) = X(:,2).^2; +% +% Run = zeros(40,5); +% Run(1:20,:) = 1; +% Run = reshape(Run,200,1); +% q = conv(Run,h); +% X(:,4) = q(1:len); + + +X = zeros(len,2); +X(:,1) = 1; +Run = zeros(200,1); +Run(50) = 1; +Run(150) = 1; +q = conv(Run,h); +X(:,2) = q(1:len); + + +Run = zeros(200,1); +Run(50) = 1; +Run(160) = 1; +tc = conv(Run,h); +tc = tc(1:len) + normrnd(0,0.3,200,1); + + +beta = pinv(X)*tc; +e = tc-X*beta; +sigma = sqrt((1/(len-size(X,2)))*sum(e.^2)); +%c = [0 0 0 1]; +c = [0 1]; +se = sigma.*sqrt(c*inv(X'*X)*c'); +t = beta/se; +pval = 2*tcdf(-abs(t),len-4); +df = len - 4; + +[z sres sres_ns] = ResidScan(e, 4); +[b bias pl pc pe] = BiasPowerloss(tc, X,c,beta,df,z,0.05); + +beta +b +bias +pl diff --git a/CanlabCore/HRF_Est_Toolbox4/Old_stuff/cost.m b/CanlabCore/HRF_Est_Toolbox4/Old_stuff/cost.m new file mode 100644 index 00000000..589007e6 --- /dev/null +++ b/CanlabCore/HRF_Est_Toolbox4/Old_stuff/cost.m @@ -0,0 +1 @@ +function Q = cost(V,t,tc,Run) % % Least-squares cost function for the IL model % % INPUT: % Run = stick function % tc = time course % t = vector of time points % V = parameters % % OUTPUT: % Q = cost % % By Martin Lindquist and Tor Wager % Edited 12/12/06 % len = length(Run); h1 = Get_Logit(V(1:7),t); % Get IL model corresponding to parameters V yhat = conv(Run, h1); % Convolve IL model with stick function yhat = yhat(1:len); Q = sum((yhat-tc).^2); % Calculate cost function return \ No newline at end of file diff --git a/CanlabCore/HRF_Est_Toolbox4/Old_stuff/cost2.m b/CanlabCore/HRF_Est_Toolbox4/Old_stuff/cost2.m new file mode 100644 index 00000000..0aa67b4c --- /dev/null +++ b/CanlabCore/HRF_Est_Toolbox4/Old_stuff/cost2.m @@ -0,0 +1 @@ +function Q = cost2(V,t,tc,RunA,RunB) % % inverse logit -- creates fitted curve from parameter estimates % % t = vector of time points % V = parameters % % 3 logistic functions to be summed together % % h1 = get_logit(V(1:7),t); % h2 = get_logit(V(8:14),t); % h1 = get_logit(V(1:8),t); % h2 = get_logit(V(9:16),t); type = 7; if (type == 7), h1 = get_logit(V(1:7),t); h2 = get_logit(V(8:14),t); elseif(type == 9), h1 = get_logit(V(1:9),t); h2 = get_logit(V(10:18),t); end; len = length(RunA); tcA = conv(RunA, h1); tcA = tcA(1:len); len = length(RunB); tcB = conv(RunB, h2); tcB = tcB(1:len); yhat = tcA + tcB; Q = sum((yhat-tc).^2); return \ No newline at end of file diff --git a/CanlabCore/HRF_Est_Toolbox4/Old_stuff/cost_allstim.m b/CanlabCore/HRF_Est_Toolbox4/Old_stuff/cost_allstim.m new file mode 100644 index 00000000..1255cd64 --- /dev/null +++ b/CanlabCore/HRF_Est_Toolbox4/Old_stuff/cost_allstim.m @@ -0,0 +1,33 @@ +function Q = cost_allstim(V,t,tc,Run) +% +% Least-squares cost function for the IL model +% +% INPUT: +% Run = stick function +% tc = time course +% t = vector of time points +% V = parameters +% +% OUTPUT: +% Q = cost +% +% By Martin Lindquist and Tor Wager +% Edited 12/12/06 +% Further edited by Christian Waugh 2/15/08 to include multiple trialtypes + +numstim = length(Run); +len = length(Run{1}); +h = zeros(length(t),numstim); +yhatt =zeros(len,numstim); + +for k = 1:numstim + h(:,k) = Get_Logit(V(k*7-6:k*7),t); % Get IL model corresponding to parameters V + yhat(:,k) = conv(Run{k}, h(:,k)); % Convolve IL model with stick function + yhatt(:,k) = yhat(1:len,k); +end + +yhat2 = sum(yhatt,2); %Sum models together to get overall estimate + +Q = sum((yhat2-tc).^2); % Calculate cost function + +return \ No newline at end of file diff --git a/CanlabCore/HRF_Est_Toolbox4/Old_stuff/cost_allstim_2.m b/CanlabCore/HRF_Est_Toolbox4/Old_stuff/cost_allstim_2.m new file mode 100644 index 00000000..9c98d690 --- /dev/null +++ b/CanlabCore/HRF_Est_Toolbox4/Old_stuff/cost_allstim_2.m @@ -0,0 +1,43 @@ +function Q = cost_allstim_2(V,tr,tc,Run,down) +% +% Least-squares cost function for the IL model +% Multi-condition case +% +% INPUT: +% down = downsampling factor +% Run = stick function +% tc = time course +% tr = repetition time +% V = parameters +% +% OUTPUT: +% Q = cost +% +% By Martin Lindquist and Tor Wager +% Edited 12/12/06 +% Further edited by Christian Waugh 2/15/08 to include multiple trialtypes +% Edited by ML on 02/12/13 + +t = 0:(1/down):30; + +numstim = length(Run); +len = length(Run{1}); +h = zeros(length(t),numstim); +yhatt =zeros(len,numstim); + + +for k = 1:numstim + + h(:,k) = Get_Logit(V(k*7-6:k*7),t); % Get IL model corresponding to parameters V + yhat(:,k) = conv(Run{k}, h(:,k)); % Convolve IL model with stick function + yhatt(:,k) = yhat(1:len,k); + +end + +tt = 1:(tr*down):len; + +yhat2 = sum(yhatt,2); %Sum models together to get overall estimate + +Q = sum((yhat2(tt)-tc).^2); % Calculate cost function + +return \ No newline at end of file diff --git a/CanlabCore/HRF_Est_Toolbox2/Old_stuff/cost_allstim_3.m b/CanlabCore/HRF_Est_Toolbox4/Old_stuff/cost_allstim_3.m similarity index 100% rename from CanlabCore/HRF_Est_Toolbox2/Old_stuff/cost_allstim_3.m rename to CanlabCore/HRF_Est_Toolbox4/Old_stuff/cost_allstim_3.m diff --git a/CanlabCore/HRF_Est_Toolbox4/Old_stuff/dilogit_dt2.m b/CanlabCore/HRF_Est_Toolbox4/Old_stuff/dilogit_dt2.m new file mode 100644 index 00000000..b0dd817b --- /dev/null +++ b/CanlabCore/HRF_Est_Toolbox4/Old_stuff/dilogit_dt2.m @@ -0,0 +1,35 @@ +function [dLdt, d2Ldt2, d1, d2] = dilogit_dt2(t,V) +% +% [dLdt, d2Ldt2, d1, d2] = dilogit_dt2(t,V) +% +% Calculate first and second temoral derivative of inverse logit (IL) HRF model +% curve +% +% INPUT: V, t +% t = vector of time points +% V = parameters +% +% OUTPUT: dLdt, d2Ldt2 +% dLdt = first temporal derivative of IL model +% d2Ldt2 = second temporal derivative of IL model +% +% By Martin Lindquist and Tor Wager +% Edited 12/12/06 +% + +% Set parameter values +A1 = V(1); +T1 = V(2); +d1 = V(3); +A2 = V(4); +T2 = V(5); +A3 = V(6); +T3 = V(7); +d2 = -d1*(ilogit(A1*(1-T1)) - ilogit(A3*(1-T3)))/(ilogit(A2*(1-T2)) + ilogit(A3*(1-T3))); +d3 = abs(d2)-abs(d1); + +% Calculate the first and second derivative +dLdt = d1*A1*ilogit(A1*(t-T1))./(1+exp(A1*(t-T1))) + d2*A2*ilogit(A2*(t-T2))./(1+exp(A2*(t-T2))) + d3*A3*ilogit(A3*(t-T3))./(1+exp(A3*(t-T3))); +d2Ldt2 = d1*(A1^2)*(exp(A1*(t-T1)) - exp(2*A1*(t-T1)))./((1+exp(A1*(t-T1))).^3) + d2*(A2^2)*(exp(A2*(t-T2)) - exp(2*A2*(t-T2)))./((1+exp(A2*(t-T2))).^3) + d3*(A3^2)*(exp(A3*(t-T3)) - exp(2*A3*(t-T3)))./((1+exp(A3*(t-T3))).^3); + +return; \ No newline at end of file diff --git a/CanlabCore/HRF_Est_Toolbox2/PowerLoss.m b/CanlabCore/HRF_Est_Toolbox4/PowerLoss.m similarity index 96% rename from CanlabCore/HRF_Est_Toolbox2/PowerLoss.m rename to CanlabCore/HRF_Est_Toolbox4/PowerLoss.m index 56800778..13897efa 100644 --- a/CanlabCore/HRF_Est_Toolbox2/PowerLoss.m +++ b/CanlabCore/HRF_Est_Toolbox4/PowerLoss.m @@ -1,39 +1,39 @@ -function [PowLoss] = PowerLoss(modres, modfit, moddf, tc, TR, Run, alpha) -% function [PowLoss] = PowerLoss(modres, modfit, moddf, tc, TR, Run, alpha) -% -% Estimates Power-loss due to mis-modeling. -% -% INPUT: -% -% modres - residuals -% modfit - model fit -% moddf - model degrees of freedom -% tc - time course -% TR - time resolution -% Runs - expermental design -% alpha - alpha value -% -% OUTPUT: -% -% PowLoss - Estimated power loss -% -% - -len = length(tc); % length of time course -%T = round(30./TR); % length of estimated HRF -T = 30; -tstar = tinv(1-alpha,moddf); % t-threshold - -% Fit FIR model to find 'baseline' power. -[h, fit, e] = Fit_sFIR(tc,TR,Run,T,1); -s = (1/(len-T))*e'*e; -t = 1/sqrt(s*inv(fit'*fit)); -basePow = 1- nctcdf(tstar,(len-T),t); - -% Compute model power. -sig = (1/moddf)*modres'*modres; -ts = 1/sqrt(sig*inv(modfit'*modfit)); -modPow = 1- nctcdf(tstar,moddf,ts); - -% Compute 'power loss' -PowLoss = basePow - modPow; +function [PowLoss] = PowerLoss(modres, modfit, moddf, tc, TR, Run, alpha) +% function [PowLoss] = PowerLoss(modres, modfit, moddf, tc, TR, Run, alpha) +% +% Estimates Power-loss due to mis-modeling. +% +% INPUT: +% +% modres - residuals +% modfit - model fit +% moddf - model degrees of freedom +% tc - time course +% TR - time resolution +% Runs - expermental design +% alpha - alpha value +% +% OUTPUT: +% +% PowLoss - Estimated power loss +% +% + +len = length(tc); % length of time course +%T = round(30./TR); % length of estimated HRF +T = 30; +tstar = tinv(1-alpha,moddf); % t-threshold + +% Fit FIR model to find 'baseline' power. +[h, fit, e] = Fit_sFIR(tc,TR,Run,T,1); +s = (1/(len-T))*e'*e; +t = 1/sqrt(s*inv(fit'*fit)); +basePow = 1- nctcdf(tstar,(len-T),t); + +% Compute model power. +sig = (1/moddf)*modres'*modres; +ts = 1/sqrt(sig*inv(modfit'*modfit)); +modPow = 1- nctcdf(tstar,moddf,ts); + +% Compute 'power loss' +PowLoss = basePow - modPow; diff --git a/CanlabCore/HRF_Est_Toolbox4/PowerLoss_all.m b/CanlabCore/HRF_Est_Toolbox4/PowerLoss_all.m new file mode 100644 index 00000000..2a3e0ad9 --- /dev/null +++ b/CanlabCore/HRF_Est_Toolbox4/PowerLoss_all.m @@ -0,0 +1,62 @@ +function [PowLoss] = PowerLoss_all(modRes, modFit, moddf, fullRes, fullFit, fulldf, TR, num_vox, num_time, alpha) +%function [PowLoss] = PowerLoss_all(modRes, modFit, moddf, TC, TR, Runc, alpha, Z) + + +% function [PowLoss] = PowerLoss(modres, modfit, moddf, tc, TR, Run, alpha) +% +% Estimates Power-loss due to mis-modeling. +% +% INPUT: +% +% modRes - residuals (voxels x time course) +% modFit - model fit (voxels x time course) +% moddf - model degrees of freedom +% fullRes - residuals for full model (voxels x time course) +% fullFit - model fit for full model (voxels x time course) +% fulldf - model degrees of freedom for full model +% TR - time resolution +% num_vox - number of voxels +% num_time - number of volumes +% alpha - alpha value +% +% OUTPUT: +% +% PowLoss - Estimated power loss +% +% + +T = round(30./TR); % length of estimated HRF +%T = 30; +%num_vox = size(TC,1); +%num_time = size(TC,2); +PowLoss = zeros(num_vox,1); + +tstar = tinv(1-alpha,moddf); % t-threshold + +% Fit FIR model to find 'baseline' power. +%[h, fit, e] = Fit_sFIR(tc,TR,Run,T,1); +%[~, Fit, Resid, ~, ~] = Fit_sFIR_all(TC, TR, Runc, 30, 0, Z); + + +for v=1:num_vox + + fres = fullRes(v,:)'; + ffit = fullFit(v,:)'; + + s = (1/(num_time - T))*(fres')*fres; + t = 1/sqrt(s*inv(ffit'*ffit)); + basePow = 1- nctcdf(tstar,fulldf,t); + + % Compute model power. + + mres = modRes(v,:)'; + mfit = modFit(v,:)'; + + sig = (1/moddf)*(mres')*mres; + ts = 1/sqrt(sig*inv(mfit'*mfit)); + modPow = 1- nctcdf(tstar,moddf,ts); + + % Compute 'power loss' + PowLoss(v) = basePow - modPow; + +end diff --git a/CanlabCore/HRF_Est_Toolbox4/PowerSim.m b/CanlabCore/HRF_Est_Toolbox4/PowerSim.m new file mode 100644 index 00000000..8dc57491 --- /dev/null +++ b/CanlabCore/HRF_Est_Toolbox4/PowerSim.m @@ -0,0 +1,37 @@ +N = 1000; +M = 10; +P = zeros(N,M); +B = zeros(N,M); + +Yind = zeros(60,1); +Yind(21:40) = 1; +X2 = Yind; +sigma = 0.5; +tstar = tinv(1-0.05,59); + +for i=1:M, + for rep = 1:N, + + X = zeros(60,1); + X((20+i):(40+i-1)) = 1; + Y = Yind + normrnd(0,sigma,60,1); + b = pinv(X)*Y; + e = Y-X*b; + sig = sqrt(e'*e/59); + t = b./(sig/(X'*X)); + delta = 1/sig; + Pow = 1- nctcdf(tstar,59,delta); + + b2 = pinv(X2)*Y; + e2 = Y-X2*b2; + sig2 = sqrt(e2'*e2/59); + t2 = b2./(sig2/(X2'*X2)); + delta2 = 1/sig2; + Pow2 = 1- nctcdf(tstar,59,delta2); + + + P(rep,i) = Pow2-Pow; + B(rep,i) = b-1; + + end; +end; diff --git a/CanlabCore/HRF_Est_Toolbox4/README.pptx b/CanlabCore/HRF_Est_Toolbox4/README.pptx new file mode 100644 index 0000000000000000000000000000000000000000..5b106e7ca8bf2d29bce9446d01ba4252f4e15e9b GIT binary patch literal 45676 zcmeEuV|b-om+g*i8x`A?RFaBq+qP}ns@S$|R&3k0Q>omX^L6)g`u4d`fA{a#y?^YL z7x}T)yXKfUaW@F5TY&R$=e+)-;Dbi^ns2C3goBs zAD?~?Z)bqv2T2DpVe2=6PgRkTXAeDDzAss^4zwpic=;tx^6dNa%O#nS2%H z(ZH|mA)RH7~c|b{&r}KH@i; zEX3$ng~q}lA|Z5nZ@NmJ4b_{FtlR`j(B{4!o47c=b@hFvrfVw&1d98@O9mAArCwK| z!0teD7p`j9V5ABIooN^abn zs9k*yj^}ogI;)p^=vf;}_)M7(u_qb`sgoWfjxz#9dh;SBG3r0fLbN?+PkMH8S{bKs zF1g%w&0K)tNjq8(HmPQz@>;hiTY+!)WT8*+t+a8w$v!?o;Nt@XAp4)-A^+T;4DR#F z?q~GFe8Pi{y^*B@J>4JQ{|gKMgR$T*Q?H2cmF{PN4ZafX5ZHf9vnC9jp4CE}wT4WB 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a/CanlabCore/HRF_Est_Toolbox4/ResidScan.m b/CanlabCore/HRF_Est_Toolbox4/ResidScan.m new file mode 100644 index 00000000..071cb589 --- /dev/null +++ b/CanlabCore/HRF_Est_Toolbox4/ResidScan.m @@ -0,0 +1,107 @@ +function [p sres sres_ns] = ResidScan(res, FWHM) +% function [p sres sres_ns] = ResidScan(res, FWHM) +% +% Calculates P(M>=t) where M is the max value of the smoothed residuals. +% In this implementation the residuals are smoothed using a Gaussian +% kernel. +% +% INPUT: +% +% res - residual time course +% FWHM - Full Width Half Maximum (in time units) +% +% OUTPUT: +% +% p - pvalues +% sres - smoothed residuals +% sres_ns - smoothed residuals (non standardized) +% +% By Martin Lindquist & Ji-Meng Loh, July 2007 +% +% Edited by ML on 10/02/09 + +res_ns = res; +res = res./std(res); +len = length(res); + +% Create Gaussian Kernel +sig = ceil(FWHM/(2*sqrt(2*log(2)))); +klen = 3*sig; +kern = normpdf((-klen:klen),0,sig); +kern = kern./sqrt(sum(kern.^2)); + +% Convolve +x = conv(res,kern); +sres = x((klen + 1):(end-klen)); + +x = conv(res_ns,kern/sum(kern)); +sres_ns = x((klen + 1):(end-klen)); + + +% Find Max value +[a,location] = max(abs(sres)); + +% Find p-values using Gaussian Random Field theory +z = Euler_p(1, a, len, FWHM); +z = 2*z; %Two-sided test +p = min(1, z); + +end + +% END MAIN FUNCTION + + +%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% +%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% +% +% Subfunctions +% +%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% + + +function pval = Euler_p(myDim, value, N, fwhm) +% function z = Euler_p(myDim, value, N, fwhm) +% +% Finds the p value using the expected Euler characteristic. +% +% This function returns P(M \ge value) using the approximation +% \sum_{d=0}^D R_d(V) \rho_d(value) following Worsley et al's "A Unified +% Statistical Approach for Determining Significant Signals in Images of +% Cerebral Activation". +% +% INPUTS: +% +% myDim - the number of dimensions in the data +% value - the value of the maximum. +% N - the number of (time) points in that 1 dimension +% fwhm - the full width half maximum +% +% OUTPUTS: +% +% pval - the p-value + +% NOTE: CURRENTLY THIS FUNCTION IS ONLY IMPLEMENTED FOR THE 1D CASE + + % Constants + myfactor = 4*log(2); + pi2 = 2*pi; + exptsq = exp(-(value^2)/2); + + % Euler Characteristc Densties + rho = zeros(5,1); + rho(1) = 1-normcdf(value); + rho(2) = myfactor^(0.5)*exptsq/pi2; + rho(3) = myfactor * exptsq * value / (pi2 ^ (1.5)); + rho(4) = myfactor ^ (1.5) * exptsq * (value^2-1) / (pi2 ^2); + rho(5) = myfactor ^2 * exptsq * (value^3-3*value) / (pi2 ^ (5/2)); + + % Resel Count + R0 = 1; + R1 = N/fwhm; + + % P-value + pval = R0 * rho(1) + R1 * rho(2); + +end + + diff --git a/CanlabCore/HRF_Est_Toolbox4/ResidScan_all.m b/CanlabCore/HRF_Est_Toolbox4/ResidScan_all.m new file mode 100644 index 00000000..583787e7 --- /dev/null +++ b/CanlabCore/HRF_Est_Toolbox4/ResidScan_all.m @@ -0,0 +1,118 @@ +function [Pval] = ResidScan(Resid, FWHM) +% function [p sres sres_ns] = ResidScan(res, FWHM) +% +% Calculates P(M>=t) where M is the max value of the smoothed residuals. +% In this implementation the residuals are smoothed using a Gaussian +% kernel. +% +% INPUT: +% +% Resid - Residual time courses (voxel x timecourse) +% FWHM - Full Width Half Maximum (in time units) +% +% OUTPUT: +% +% p - pvalues +% sres - smoothed residuals +% sres_ns - smoothed residuals (non standardized) +% +% By Martin Lindquist & Ji-Meng Loh, July 2007 +% +% Edited by ML on 07/12/24 + +num_vox = size(Resid,1); +%num_time = size(Resid,2); + +Pval = zeros(num_vox,1); + +% Create Gaussian Kernel +sig = ceil(FWHM/(2*sqrt(2*log(2)))); +klen = 3*sig; +kern = normpdf((-klen:klen),0,sig); +kern = kern./sqrt(sum(kern.^2)); + +for v=1:num_vox + + res_ns = Resid(v,:); + res = res_ns./std(res_ns); + len = length(res); + + % Convolve + x = conv(res,kern); + sres = x((klen + 1):(end-klen)); + + x = conv(res_ns,kern/sum(kern)); + sres_ns = x((klen + 1):(end-klen)); + + + % Find Max value + [a,~] = max(abs(sres)); + + % Find p-values using Gaussian Random Field theory + z = Euler_p(1, a, len, FWHM); + z = 2*z; %Two-sided test + Pval(v) = min(1, z); + + disp(v) + +end + +end + +% END MAIN FUNCTION + + +%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% +%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% +% +% Subfunctions +% +%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%% + + +function pval = Euler_p(myDim, value, N, fwhm) +% function z = Euler_p(myDim, value, N, fwhm) +% +% Finds the p value using the expected Euler characteristic. +% +% This function returns P(M \ge value) using the approximation +% \sum_{d=0}^D R_d(V) \rho_d(value) following Worsley et al's "A Unified +% Statistical Approach for Determining Significant Signals in Images of +% Cerebral Activation". +% +% INPUTS: +% +% myDim - the number of dimensions in the data +% value - the value of the maximum. +% N - the number of (time) points in that 1 dimension +% fwhm - the full width half maximum +% +% OUTPUTS: +% +% pval - the p-value + +% NOTE: CURRENTLY THIS FUNCTION IS ONLY IMPLEMENTED FOR THE 1D CASE + + % Constants + myfactor = 4*log(2); + pi2 = 2*pi; + exptsq = exp(-(value^2)/2); + + % Euler Characteristc Densties + rho = zeros(5,1); + rho(1) = 1-normcdf(value); + rho(2) = myfactor^(0.5)*exptsq/pi2; + rho(3) = myfactor * exptsq * value / (pi2 ^ (1.5)); + rho(4) = myfactor ^ (1.5) * exptsq * (value^2-1) / (pi2 ^2); + rho(5) = myfactor ^2 * exptsq * (value^3-3*value) / (pi2 ^ (5/2)); + + % Resel Count + R0 = 1; + R1 = N/fwhm; + + % P-value + pval = R0 * rho(1) + R1 * rho(2); + +end + + diff --git a/CanlabCore/HRF_Est_Toolbox4/fit_gls2.m b/CanlabCore/HRF_Est_Toolbox4/fit_gls2.m new file mode 100644 index 00000000..18049195 --- /dev/null +++ b/CanlabCore/HRF_Est_Toolbox4/fit_gls2.m @@ -0,0 +1,84 @@ +function [beta, t, pvals, convals, con_t, con_pvals, sigma, Phi, df, stebeta, conste, F] = fit_gls2(y, X, c, p) +% Fit a linear model using FGLS with an AR(p) model +% +% :Usage: +% :: +% [beta, t, pvals, convals, con_t, con_pvals, sigma, Phi, df, stebeta, conste, F] = fit_fgls(y, X, c, p) +% +% :Inputs: +% **y:** Dependent variable (T x 1 vector) +% **X:** Design matrix (T x param matrix) +% **c:** Contrast vector(s) (param x # contrasts matrix) +% **p:** Order of AR model for innovations. +% +% :Outputs: +% **beta:** Coefficient estimates +% **t:** t-values for coefficients +% **pvals:** p-values for coefficients +% **convals, conste, con_t, con_pvals:** Contrast-related outputs +% **sigma:** Residual standard deviation +% **Phi:** AR coefficients of residuals +% **df:** Degrees of freedom using Satterthwaite approximation +% **stebeta:** Standard errors of coefficients +% **F:** F-statistic for the model + +% Ensure inputs are double +y = double(y); +X = double(X); + +% Step 1: Estimate coefficients using FGLS +[beta,~, EstCoeffCov] = fgls(X, y, InnovMdl="AR", ARLags=p, Intercept=false); + +if size(beta, 1) ~= size(X, 2) + beta = beta(beta ~= 0); + nonZeroRows = any(EstCoeffCov ~= 0, 2); + nonZeroCols = any(EstCoeffCov ~= 0, 1); + EstCoeffCov = EstCoeffCov(nonZeroRows, nonZeroCols); +end + + +% Step 2: Calculate residuals and AR(p) coefficients +resid = y - X * beta; + +% Convert residuals to AR coefficients (optional for debugging) +%Phi = arma2ar(resid, zeros(1, p)); % AR coefficients using arma2ar +Phi = aryule(resid, p); % AR coefficients using aryule + + +% Step 3: Compute standard errors, t-values, and residual variance +stebeta = sqrt(diag(EstCoeffCov)); +t = beta ./ stebeta; +sigma = sqrt(var(resid)); % Residual standard deviation + +% Step 4: Contrast analysis +convals = []; +conste = []; +con_t = []; +con_pvals = []; +F = []; + +if ~isempty(c) + % Contrast values + convals = (c' * beta); + conste = sqrt(diag(c' * EstCoeffCov * c)); + con_t = convals ./ conste; + con_pvals = 2 * (1 - tcdf(abs(con_t), size(X, 1) - size(X, 2))); +end + +% Step 5: Degrees of freedom (Satterthwaite approximation) +df = (trace(EstCoeffCov)^2) / trace(EstCoeffCov * EstCoeffCov); + +% Step 6: Model F-statistic (optional) +if nargout > 6 + SSE = sum(resid.^2); + SST = sum((y - mean(y)).^2); + SSM = SST - SSE; + dfSSM = size(c, 2) - 1; % Degrees of freedom for contrasts + F = (SSM / dfSSM) / (SSE / df); +end + +% Step 7: p-values for coefficients +pvals = 2 * (1 - tcdf(abs(t), df)); + +end + diff --git a/CanlabCore/HRF_Est_Toolbox4/get_parameters2.m b/CanlabCore/HRF_Est_Toolbox4/get_parameters2.m new file mode 100644 index 00000000..712d9a7d --- /dev/null +++ b/CanlabCore/HRF_Est_Toolbox4/get_parameters2.m @@ -0,0 +1,46 @@ +function [param] = get_parameters2(hdrf,t) +% +% Find model parameters +% +% Height - h +% Time to peak - p (in time units of TR seconds) +% Width (at half peak) - w + + +% Calculate Heights and Time to peak: + +% delta = 1/(t(2)-t(1)); +% n = round(t(end)*0.6*delta) +n = round(length(t)*0.8); + +[~,p] = max(abs(hdrf(1:n))); +h = hdrf(p); + +%if (p > t(end)*0.6*delta), warning('Late time to peak'), end; +%if (p > t(end)*0.8), warning('Late time to peak'), end; + +if (h >0) + v = (hdrf >= h/2); +else + v = (hdrf <= h/2); +end + +[~,b] = min(diff(v)); +v(b+1:end) = 0; +w = sum(v); + +cnt = p-1; +g =hdrf(2:end) - hdrf(1:(end-1)); +while((cnt > 0) && (abs(g(cnt)) <0.001)), + h = hdrf(cnt); + p = cnt; + cnt = cnt-1; +end; + + +param = zeros(3,1); +param(1) = h; +param(2) = p; +param(3) = w; + +return; diff --git a/CanlabCore/HRF_Est_Toolbox2/hrf_fit_one_voxel.m b/CanlabCore/HRF_Est_Toolbox4/hrf_fit_one_voxel.m similarity index 55% rename from CanlabCore/HRF_Est_Toolbox2/hrf_fit_one_voxel.m rename to CanlabCore/HRF_Est_Toolbox4/hrf_fit_one_voxel.m index 6d1dc08a..c031d98a 100644 --- a/CanlabCore/HRF_Est_Toolbox2/hrf_fit_one_voxel.m +++ b/CanlabCore/HRF_Est_Toolbox4/hrf_fit_one_voxel.m @@ -1,4 +1,4 @@ -function [h, fit, e, param, info] = hrf_fit_one_voxel(tc,TR,Runc,T,method,mode, varargin) +function [h, fit, e, param] = hrf_fit_one_voxel(tc,TR,Runc,T,method,mode) % function [h, fit, e, param] = hrf_fit_one_voxel(tc,TR,Runc,T,type,mode) % % HRF estimation function for a single voxel; @@ -25,32 +25,8 @@ % fit - estimated time course % e - residual time course % param - estimated amplitude, height and width -% info - Design Matrix, Pseudoinverse information, Misc. % % Created by Martin Lindquist on 04/11/14 -% -% Added a varargin to accept a design matrix to modulate the model fit. -% - Michael Sun, Ph.D. 02/09/2024 - - -if ~isempty(varargin) - % Load in SPM structure if passed in - % timecourse tc must now be gKWY to match SPM output. - % Filtered Design Matrix SPM.xX.xKXs.X must be passed in instead of - % allowing Fit_* to generate its own design matrix. - - % if ischar(varargin{1}) || isstring(varargin{1}) - % load(varargin{1}) - % elseif isstruct(varargin{1}) - % - % SPM=varargin{1}; - % end - % - % SPM.xX.xKXs.X - - % SPM_DX=varargin{1}; - -end if (strcmp(method,'IL')), @@ -65,13 +41,7 @@ % Please note that when using simulated annealing approach you % may need to perform some tuning before use. - if ~isempty(varargin) - disp('IL-function with custom Design Matrix not yet implemented') - [h, fit, e, param] = Fit_Logit2(tc,TR,Runc,T,mode); - else - [h, fit, e, param] = Fit_Logit2(tc,TR,Runc,T,mode); - end - + [h, fit, e, param] = Fit_Logit2(tc,TR,Runc,T,mode); param(2:3,:) = param(2:3,:).*TR; @@ -85,17 +55,7 @@ % mode = 1; % 0 - FIR % 1 - smooth FIR - % [h, fit, e, param] = Fit_sFIR(tc,TR,Runc,T,mode); - - if ~isempty(varargin) - [h, fit, e, param, info] = Fit_sFIR_epochmodulation(tc,TR,Runc,T,mode, varargin{:}); - - else - [h, fit, e, param, info] = Fit_sFIR_epochmodulation(tc,TR,Runc,T,mode); - end - - - + [h, fit, e, param] = Fit_sFIR(tc,TR,Runc,T,mode); param(2:3,:) = param(2:3,:).*TR; @@ -108,16 +68,8 @@ % 1 - HRF + temporal derivative % 2 - HRF + temporal and dispersion derivative - p = mode + 1; - - - if ~isempty(varargin) - [h, fit, e, param, info] = Fit_Canonical_HRF(tc,TR,Runc,T,p, varargin{:}); - else - [h, fit, e, param, info] = Fit_Canonical_HRF(tc,TR,Runc,T,p); - end - - + p = mode + 1; + [h, fit, e, param] = Fit_Canonical_HRF(tc,TR,Runc,T,p); param(2:3,:) = param(2:3,:).*TR; else diff --git a/CanlabCore/HRF_Est_Toolbox4/ilogit.m b/CanlabCore/HRF_Est_Toolbox4/ilogit.m new file mode 100644 index 00000000..bce2823a --- /dev/null +++ b/CanlabCore/HRF_Est_Toolbox4/ilogit.m @@ -0,0 +1,13 @@ +function [L] = ilogit(t) +% +% function [L] = ilogit(t) +% +% Calculate the inverse logit function corresponding to the value t +% +% OUTPUT: L = exp(t)./(1+exp(t)); +% +% By Martin Lindquist and Tor Wager +% Edited 12/12/06 +% + +L = exp(t)./(1+exp(t)); \ No newline at end of file diff --git a/CanlabCore/HRF_Est_Toolbox4/timecourse.mat 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