Qualitative Analysis and Synthesis of Recurrent Neural Networks: 1st Edition (Hardback) book cover

Qualitative Analysis and Synthesis of Recurrent Neural Networks

1st Edition

By Anthony Michel, Derong Liu

CRC Press

504 pages

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Hardback: 9780824707675
pub: 2001-12-04
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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.

About the Series

Chapman & Hall/CRC Pure and Applied Mathematics

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Subject Categories

BISAC Subject Codes/Headings:
MAT003000
MATHEMATICS / Applied