diff --git a/README.md b/README.md
index 4093fc4..4434cc3 100644
--- a/README.md
+++ b/README.md
@@ -3,4 +3,4 @@ Deep learning framework for wearable activity recognition based on convolutional
 
 In this repository it is presented the architecture of DeepConvLSTM: a deep framework for wearable activity recognition based on convolutional and LSTM recurrent units. To obtain a detailed description of the model, please check the paper "Deep Convolutional and LSTM Recurrent Neural Networks for Multimodal Wearable Activity Recognition", avaiable at http://www.mdpi.com/1424-8220/16/1/115/html
 
-Instrucction to run the model are included in the DeepConvLSTM notebook.
+Instructions to run the model are included in the DeepConvLSTM notebook.