From 4ef5759bc28cd8621d16a71bb995d16e05b581bd Mon Sep 17 00:00:00 2001
From: Shikhargupta <guptashikhar20@gmail.com>
Date: Wed, 14 Sep 2016 16:57:57 +0530
Subject: [PATCH] Update README.md

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 synapse/README.md | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/synapse/README.md b/synapse/README.md
index 67d20a30b..5c63b6573 100644
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 In neurobiology synapse is a junction between two nerve cells, consisting of a minute gap across which impulses pass by diffusion of a neurotransmitter. 
 In an SNN, synapse is the weighted path for generated spikes from one neuron to the other connected neurons.
 <p align="center">
-  <img src="/images/Neural net-06.jpg" width="500"/>
+  <img src="/images/1.jpg" width="500"/>
 </p>
 
 This is the implementation of a simple network of 2 layers with 5 neurons in the first layer and 3 in the second as shown in the figure. Each neuron in the first layer is connected to all the neurons in the second layer via synapse. Synapses are realised by a 2D matrix of size (5x3) initialised with random weights.