diff --git a/.nengobones.yml b/.nengobones.yml
index 67b7c5d5..71dd1c5d 100644
--- a/.nengobones.yml
+++ b/.nengobones.yml
@@ -16,7 +16,7 @@ manifest_in: {}
 setup_py:
   install_req:
     - scipy>=1.0.0
-    - tensorflow>=2.1.0
+    - tensorflow>=2.2.0
   tests_req:
     - pytest>=6.1.0
     - pytest-rng>=1.0.0
@@ -68,7 +68,7 @@ travis_yml:
     - script: test
     - script: test
       env:
-        TF_VERSION: tensorflow==2.1.0
+        TF_VERSION: tensorflow==2.2.0
       python: 3.6
     - script: docs
     - script: examples
diff --git a/.travis.yml b/.travis.yml
index c39755b1..4f7ab72f 100644
--- a/.travis.yml
+++ b/.travis.yml
@@ -34,7 +34,7 @@ jobs:
       SCRIPT="test"
   -
     env:
-      TF_VERSION="tensorflow==2.1.0"
+      TF_VERSION="tensorflow==2.2.0"
       SCRIPT="test"
     python: 3.6
   -
diff --git a/setup.py b/setup.py
index 97f7c36a..3c6ceefc 100644
--- a/setup.py
+++ b/setup.py
@@ -31,7 +31,7 @@ def read(*filenames, **kwargs):
 
 install_req = [
     "scipy>=1.0.0",
-    "tensorflow>=2.1.0",
+    "tensorflow>=2.2.0",
 ]
 docs_req = [
     "matplotlib>=3.0.2",