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An Information-based Approach Towards Neuro-evolution by Behzad Behzadan; Robert Elliott Smith is a scholarly article available to read on EtoBox.

What is An Information-based Approach Towards Neuro-evolution about?

A novel self-governing system, which is theoretically founded on information theory, is introduced with the ability of determining the optimal quantity and connectivity of the hiddenlayer of a three layer feed-forward neural network. The system -called MINES -simultaneously links parameter learning (performed by back-propagation) to structural learning (performed by genetic algorithm) with the aid of mutual information between the error-space and the hidden-layer.

Author

Behzad Behzadan; Robert Elliott Smith

Publisher

ACM

Published

2012

Language

EN