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convolutional_highway_network

In this file I added two layers ( keras - tensorflow ) that can be used in the following manner: layer_1 = half_and_half_layer(layer_0, args**)

Note that this is not like the typical functional layers in which you end the line with "(layer_0)"

The two layer implemented are :

  1. a convolutional highway layer
  2. a convolutional glu layer that is contrained to passing exactly half of the information onwards.

In practice the half_and_half_layer ( glu layer ) is as effective as highway layer and works much much faster.

Cheers, Dan