Qualitative Analysis and Synthesis of Recurrent Neural Networks

by Anthony Michel, Derong Liu

Overview

"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."

Product Details

ISBN-13:	9781040217450
Publisher:	CRC Press
Publication date:	12/04/2001
Series:	Chapman & Hall/CRC Pure and Applied Mathematics
Sold by:	Barnes & Noble
Format:	eBook
Pages:	504
File size:	3 MB

About the Author

Anthony Michel, Derong Liu

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.