diff --git a/docs/source/whats_new.rst b/docs/source/whats_new.rst
index 134c5415b..4d4d3d957 100644
--- a/docs/source/whats_new.rst
+++ b/docs/source/whats_new.rst
@@ -18,6 +18,8 @@ Develop branch
 Enhancements
 ~~~~~~~~~~~~
 
+- Update version of pyRiemann to 0.7 (:gh:`671` by `Gregoire Cattan`_)
+
 Bugs
 ~~~~
 
diff --git a/pyproject.toml b/pyproject.toml
index 61a9b4595..07da17eb0 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -21,7 +21,7 @@ h5py = "^3.10.0"
 scikit-learn = ">=1.4.2"
 matplotlib = "^3.6.2"
 seaborn = "^0.12.1"
-pyriemann = "^0.6"
+pyriemann = "^0.7"
 PyYAML = "^6.0"
 pooch = "^1.6.0"
 requests = "^2.28.1"