diff --git a/CHANGES.rst b/CHANGES.rst
index 0d8b1a9bb..8fe56ac93 100644
--- a/CHANGES.rst
+++ b/CHANGES.rst
@@ -18,8 +18,8 @@ Release history
    - Deprecated
    - Removed
 
-3.1.1 (unreleased)
-------------------
+3.2.0 (April 2, 2020)
+---------------------
 
 **Added**
 
diff --git a/nengo_dl/simulator.py b/nengo_dl/simulator.py
index c1673a94c..f871e452e 100644
--- a/nengo_dl/simulator.py
+++ b/nengo_dl/simulator.py
@@ -1191,7 +1191,7 @@ def save_params(self, path, include_state=False, include_non_trainable=None):
         include_state : bool
             If True (default False) also save the internal simulation state.
 
-            .. versionchanged:: 3.1.1
+            .. versionchanged:: 3.2.0
                Renamed from ``include_non_trainable`` to ``include_state``.
 
         Notes
@@ -1229,7 +1229,7 @@ def load_params(self, path, include_state=False, include_non_trainable=None):
         include_state : bool
             If True (default False) also save the internal simulation state.
 
-            .. versionchanged:: 3.1.1
+            .. versionchanged:: 3.2.0
                Renamed from ``include_non_trainable`` to ``include_state``.
 
         Notes
diff --git a/nengo_dl/version.py b/nengo_dl/version.py
index 82ab28bb1..84fff9492 100644
--- a/nengo_dl/version.py
+++ b/nengo_dl/version.py
@@ -8,8 +8,8 @@
 import warnings
 
 name = "nengo-dl"
-version_info = (3, 1, 1)  # (major, minor, patch)
-dev = 0  # set to None for releases
+version_info = (3, 2, 0)  # (major, minor, patch)
+dev = None  # set to None for releases
 
 version = "{v}{dev}".format(
     v=".".join(str(v) for v in version_info),
@@ -28,7 +28,7 @@
     # for release versions of nengo-dl, this should be the latest released
     # nengo version. for dev versions of nengo-dl, this should be the current
     # nengo dev version.
-    latest_nengo_version = (3, 1, 0)
+    latest_nengo_version = (3, 0, 0)
 
     if nengo.version.version_info < minimum_nengo_version:  # pragma: no cover
         raise ValueError(