diff --git a/doc/src/NeuralNet/NeuralNet.do.txt b/doc/src/NeuralNet/NeuralNet.do.txt
index 051c9e557..c794e7036 100644
--- a/doc/src/NeuralNet/NeuralNet.do.txt
+++ b/doc/src/NeuralNet/NeuralNet.do.txt
@@ -831,4 +831,4 @@ net.SGD(training_data,30,10,3,test_data=test_data)
 
 !split 
 ===== Adding deep learning =====
-
+Convulotional neural networks as well