Normalization Layer

Implementing normalization was much simpler than using theano. All I had to do was

output = tf.nn.lrn(input)

tf.nn.lrn() is an implementation of the local response normalization [LS08]. This layer definition could also be found in the lenet.layers.local_response_normalization_layer() method.