diff --git a/doc/create.rst b/doc/create.rst
index 1f3955a..4d5cd00 100644
--- a/doc/create.rst
+++ b/doc/create.rst
@@ -2,8 +2,8 @@
 
 .. _create:
 
-Creating a Neural Network
-============
+Create a neural network
+========================
 
 This chapter describes how to create a feed forward or recurrent neural network in pyrenn.