diff --git a/README.md b/README.md
index 29faa0b..2164dd6 100644
--- a/README.md
+++ b/README.md
@@ -623,6 +623,8 @@ Elastic Net](https://web.stanford.edu/~hastie/Papers/elasticnet.pdf)
     - Gated Recurrent Units (GRU)
     
         - [LSTM vs GRU](http://www.wildml.com/2015/10/recurrent-neural-network-tutorial-part-4-implementing-a-grulstm-rnn-with-python-and-theano/)
+    
+    - [Time series forecasting with Sequence-to-Sequence (seq2seq) rnn models](https://github.com/guillaume-chevalier/seq2seq-signal-prediction)
 
 
 <a name="rnn2" />