How to modify SOM neural networks for counter propagation neural networks design?

12 December 2013 1 3K Report

I want to modify SOM NN for design CPNN algorithm, face recognition system using CPNN algorithm.

This is an excerpt from Luger(2005) Artificial Intelligence: "To train the counterpropagation net we first train the Kohonen layer. When a winner is

found, the values on all the links going out from it will be 1, while all the output values of its competitors remain 0. That node, together with all the nodes on the output layer to which it is connected, form what is called an outstar "

If you can get the book it has a straightforward explanation that can be easily implemented.

A second book that has a more in depth explanation on the Grossberg layer(outstar) is Fundamentals of neural networks by Laurene Fausett.

If you want we can discuss further details directly and I can help you with the implementation.

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