diff --git a/doc/_static/thumbnails/pulsating_sphere.gif b/doc/_static/thumbnails/pulsating_sphere.gif
new file mode 100644
index 00000000..6fd547d0
Binary files /dev/null and b/doc/_static/thumbnails/pulsating_sphere.gif differ
diff --git a/doc/_static/thumbnails/soundfigure_level.png b/doc/_static/thumbnails/soundfigure_level.png
new file mode 100644
index 00000000..a0edc175
Binary files /dev/null and b/doc/_static/thumbnails/soundfigure_level.png differ
diff --git a/doc/conf.py b/doc/conf.py
index 71478628..4dd85c49 100644
--- a/doc/conf.py
+++ b/doc/conf.py
@@ -24,6 +24,11 @@
     "--InlineBackend.rc={'figure.dpi': 96}",
 ]
 
+nbsphinx_thumbnails = {
+    'example-python-scripts': '_static/thumbnails/soundfigure_level.png',
+    'examples/animations-pulsating-sphere': '_static/thumbnails/pulsating_sphere.gif',
+}
+
 # Tell autodoc that the documentation is being generated
 sphinx.SFS_DOCS_ARE_BEING_BUILT = True
 
diff --git a/doc/examples.rst b/doc/examples.rst
index 0248604a..c04994c4 100644
--- a/doc/examples.rst
+++ b/doc/examples.rst
@@ -10,8 +10,7 @@ Examples
         :target: https://mybinder.org/v2/gh/sfstoolbox/sfs-python/master?
                  filepath=doc/examples
 
-.. toctree::
-    :maxdepth: 1
+.. nbgallery::
 
     examples/sound-field-synthesis
     examples/modal-room-acoustics