Qualitative Analysis and Synthesis of Recurrent Neural Networks

ISBN-13: 9780824707675 / Angielski / Twarda / 2001 / 504 str.

Anthony N. Michel; Michel Michel; Derong Liu

Opis

"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."

Spis treści

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.

O autorze

Anthony Michel, Derong Liu