Analysis and control of coupled neural networks with reaction-diffusion terms 1st ed.

Author

• Wang, Jin-Liang

Additional Author(s)

• Wu, Huai-Ning
• Huang, Tingwen
• Ren, Shun-Yan

Publisher

Singapore: Springer Nature Singapore Pte Ltd., 2018

Language

English

ISBN

9789811049071

Series

Subject(s)

• AUTOMATIC CONTROL
• NEURAL NETWORKS (COMPUTER SCIENCE)
• SYSTEM THEORY

Notes

. .

Abstract

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.

Physical Dimension

Number of Page(s)

1 online resource (xiii, 220 p.)

Dimension

-

Other Desc.

ill. (in color.)

Summary / Review / Table of Content

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.

Exemplar(s)

#	Accession No.	Call Number	Location	Status
1.	01465/20	006.32 Wan A	Online !	Available