1st Edition

Qualitative Analysis and Synthesis of Recurrent Neural Networks



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ISBN 9780824707675
Published December 4, 2001 by CRC Press
504 Pages

 
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Book Description

"Analyzes the behavior, design, and implementation of artificial recurrent neural networks. Offers methods of synthesis for associative memories. Evaluates the qualitative properties and limitations of neural networks. Contains practical applications for optimal system performance."

Table of Contents

Some neural network models; qualitative analysis of analogue Hopfield-type neural networks - global results; stability analysis of linear systems operating on a closed hypercube - system (M); qualitative analysis of Hopfield-type neural networks - local results; qualitative effects of parameter perturbations; qualitative effects of time delays.

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