Analysis and Control of Coupled Neural Networks with Reaction-Diffusion Terms

by Jin-Liang Wang, Huai-Ning Wu, Tingwen Huang, Shun-Yan Ren

Overview

This book introduces selected recent findings on the analysis and control of dynamical behaviors for coupled reaction-diffusion neural networks. It presents novel research ideas and essential definitions concerning coupled reaction-diffusion neural networks, such as passivity, adaptive coupling, spatial diffusion coupling, and the relationship between synchronization and output strict passivity. Further, it gathers research results previously published in many flagship journals, presenting them in a unified form. As such, the book will be of interest to all university researchers and graduate students in Engineering and Mathematics who wish to study the dynamical behaviors of coupled reaction-diffusion neural networks.

Product Details

ISBN-13:	9789811352621
Publisher:	Springer Nature Singapore
Publication date:	01/11/2019
Edition description:	Softcover reprint of the original 1st ed. 2018
Pages:	220
Product dimensions:	6.10(w) x 9.25(h) x (d)

Table of Contents

Introduction.- Pinning control strategies for synchronization of Coupled Reaction-Diffusion Neural Networks.- Pinning control for synchronization of Coupled Reaction-Diffusion Neural Networks with directed topologies.- Impulsive control for the synchronization of Coupled Reaction-Diffusion Neural Networks.- Novel adaptive strategies for synchronization of Coupled Reaction-Diffusion Neural Networks.- Synchronization and adaptive control of Coupled Reaction-Diffusion Neural Networks with hybrid coupling.- Passivity-based synchronization of Coupled Reaction-Diffusion Neural Networks with time-varying delay.- Passivity and synchronization of Coupled Reaction-Diffusion Neural Networks with adaptive coupling.- Passivity analysis of Coupled Reaction-Diffusion Neural Networks with Dirichlet boundary conditions.- Passivity of directed and undirected Coupled Reaction-Diffusion Neural Networks with adaptive coupling weights.