Update README.md

README.md

@@ -19,5 +19,5 @@ Set the working directory to be the current folder
 Run the Main.pynb file. It automatically uses the train data to train itself and shows the test accuracy on the test data
 
 ## DETAILS:
-We implemented a 4 layer neural network consisting of two convolutional layers and two linear layers. The first linear one maps from a 50*4*4 dimensional space to a 500 dimensional one. After both convolutions and the first linear
+We implemented a 4 layer neural network consisting of two convolutional layers and two linear layers. The first linear one maps from a 50x4x4 dimensional space to a 500 dimensional one. After both convolutions and the first linear
 layer we also want to apply ReLU non-linearities. Also we have implemented two linear layers and the ReLU non-linearities.
\ No newline at end of file