diff --git a/README.md b/README.md
index 168c1ce..5f46a36 100644
--- a/README.md
+++ b/README.md
@@ -2,5 +2,10 @@
 For Executing the Programs , the pre-requisites
 1. ##jdk-8 
 2. ## DL4J Library (checkout https://deeplearning4j.org/documentation)
+
+
+http://neuroph.sourceforge.net/  
+Neuroph is lightweight Java neural network framework to develop common neural network architectures.
+
 Neuroph Studio is a Java neural network development environment built on top of the NetBeans Platform and Neuroph Framework. It is an IDE-like environment customized for neural network development. Neuroph Studio is a GUI that sits on top of Neuroph Framework. Neuroph Framework is a full-featured Java framework that provides classes for building neural networks.  
-http://www.oracle.com/technetwork/articles/java/nbneural-317387.html
+http://www.oracle.com/technetwork/articles/java/nbneural-317387.html
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