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    53 repositories

    • InterSiteNeuralCodeConversion

      Public
      Python
      •
      MIT License
      •0•1•0•0•Updated Feb 22, 2025Feb 22, 2025

    • bdpy

      Public
      Python package for brain decoding analysis (BrainDecoderToolbox2 data format, machine learning analysis, functional MRI)
      Python
      •
      MIT License
      •21•36•15•7•Updated Feb 20, 2025Feb 20, 2025

    • brain-decoding-cookbook-public

      Public
      Jupyter Notebook
      •
      MIT License
      •5•25•5•1•Updated Jan 27, 2025Jan 27, 2025

    • feature-decoding

      Public
      Python
      •
      MIT License
      •0•1•1•0•Updated Jan 23, 2025Jan 23, 2025

    • IllusionReconstruction

      Public
      A reconstruction framework for materializing subjective experiences from brain signals
      Python
      •3•11•0•0•Updated Jan 18, 2025Jan 18, 2025

    • GenericObjectDecoding

      Public
      Demo code for Horikawa and Kamitani (2017) Generic decoding of seen and imagined objects using hierarchical visual features. Nat Commun https://www.nature.com/articles/ncomms15037.
      MATLAB
      •47•154•2•0•Updated Oct 15, 2024Oct 15, 2024

    • spurious_reconstruction

      Public
      Python
      •0•1•0•0•Updated Oct 13, 2024Oct 13, 2024

    • feature-encoding

      Public
      Jupyter Notebook
      •
      MIT License
      •0•0•0•0•Updated Sep 4, 2024Sep 4, 2024

    • EmotionVideoNeuralRepresentationPython

      Public
      Python code version of EmotionVideoNeuralRepresentation (Horikawa et al., 2020)
      Jupyter Notebook
      •
      MIT License
      •0•1•0•0•Updated Aug 21, 2024Aug 21, 2024

    • EmotionVideoNeuralRepresentation

      Public
      Data and code for reproducing results of Horikawa, Cowen, Keltner, and Kamitani (2020) The neural representation of visually evoked emotion is high-dimensional, categorical, and distributed across transmodal brain regions. iScience (https://www.cell.com/iscience/fulltext/S2589-0042(20)30245-5).
      MATLAB
      •
      MIT License
      •5•18•0•0•Updated Aug 21, 2024Aug 21, 2024

    • ist-group-seminar-kamitani

      Public
      Jupyter Notebook
      •1•8•0•0•Updated Jul 4, 2024Jul 4, 2024

    • toolbox3d

      Public
      Jupyter Notebook
      •
      MIT License
      •1•0•0•0•Updated May 21, 2024May 21, 2024

    • SoundReconstruction

      Public
      Jupyter Notebook
      •1•6•0•0•Updated May 20, 2024May 20, 2024

    • bdata-datasets

      Public
      Python
      •1•0•0•0•Updated Mar 21, 2024Mar 21, 2024

    • SpecVQGAN

      Public
      Source code for "Taming Visually Guided Sound Generation" (Oral at the BMVC 2021)
      Jupyter Notebook
      •
      MIT License
      •40•1•0•0•Updated Nov 24, 2023Nov 24, 2023

    • OpenData

      Public
      Portal to open data from Kamitani Lab, Kyoto Univ. and ATR. https://kamitanilab.github.io/OpenData/
      0•8•1•0•Updated Aug 4, 2023Aug 4, 2023

    • PyFastL2LiR

      Public
      Fast L2-normalized linear regression
      Python
      •
      MIT License
      •2•9•1•0•Updated Jul 16, 2023Jul 16, 2023

    • GOD_stimuli_annotations

      Public
      To share captions of stimuli dataset
      Jupyter Notebook
      •0•3•0•0•Updated Jul 4, 2023Jul 4, 2023

    • InterIndividualDeepImageReconstruction

      Public
      Python
      •1•17•1•0•Updated Jul 3, 2023Jul 3, 2023

    • DeepImageReconstruction

      Public
      Data and code for Shen, Horikawa, Majima, and Kamitani (2019) Deep image reconstruction from human brain activity. PLoS Comput. Biol. http://dx.doi.org/10.1371/journal.pcbi.1006633.
      Python
      •61•276•6•0•Updated Jul 3, 2023Jul 3, 2023

    • mind-vis

      Public
      Code base for MinD-Vis
      Python
      •
      MIT License
      •101•0•0•0•Updated Apr 17, 2023Apr 17, 2023

    • bdpy-1

      Public
      Python package for brain decoding analysis (BrainDecoderToolbox2 data format, machine learning analysis, functional MRI)
      Python
      •
      MIT License
      •21•0•0•0•Updated Apr 3, 2023Apr 3, 2023

    • icnn

      Public archive
      iCNN: image reconstruction from CNN features
      Python
      •
      MIT License
      •14•34•0•0•Updated Mar 20, 2023Mar 20, 2023

    • fmriprep

      Public
      fMRIPrep is a robust and easy-to-use pipeline for preprocessing of diverse fMRI data. The transparent workflow dispenses of manual intervention, thereby ensuring the reproducibility of the results.
      HTML
      •
      Apache License 2.0
      •298•0•0•0•Updated Dec 2, 2022Dec 2, 2022

    • dnn-feature-decoding

      Public
      0•4•0•0•Updated Nov 17, 2022Nov 17, 2022

    • BHscore

      Public
      Jupyter Notebook
      •1•12•1•0•Updated Jan 28, 2022Jan 28, 2022

    • End2EndDeepImageReconstruction

      Public
      Python
      •
      MIT License
      •8•20•2•0•Updated Nov 9, 2021Nov 9, 2021

    • brain-decoding-bootcamp

      Public
      0•0•0•0•Updated Aug 2, 2021Aug 2, 2021

    • docker-images

      Public
      Shell
      •0•1•0•0•Updated Jun 28, 2021Jun 28, 2021

    • fLoc

      Public
      Functional localizer experiment used to define category-selective cortical regions
      MATLAB
      •19•0•0•0•Updated Jun 9, 2021Jun 9, 2021