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

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

Table of contents

  1. Front Matter
    Pages i-xiii
  2. Jin-Liang Wang, Huai-Ning Wu, Tingwen Huang, Shun-Yan Ren
    Pages 1-12
  3. Jin-Liang Wang, Huai-Ning Wu, Tingwen Huang, Shun-Yan Ren
    Pages 13-38
  4. Jin-Liang Wang, Huai-Ning Wu, Tingwen Huang, Shun-Yan Ren
    Pages 39-61
  5. Jin-Liang Wang, Huai-Ning Wu, Tingwen Huang, Shun-Yan Ren
    Pages 63-80
  6. Jin-Liang Wang, Huai-Ning Wu, Tingwen Huang, Shun-Yan Ren
    Pages 81-103
  7. Jin-Liang Wang, Huai-Ning Wu, Tingwen Huang, Shun-Yan Ren
    Pages 105-128
  8. Jin-Liang Wang, Huai-Ning Wu, Tingwen Huang, Shun-Yan Ren
    Pages 129-141
  9. Jin-Liang Wang, Huai-Ning Wu, Tingwen Huang, Shun-Yan Ren
    Pages 143-159
  10. Jin-Liang Wang, Huai-Ning Wu, Tingwen Huang, Shun-Yan Ren
    Pages 161-184
  11. Jin-Liang Wang, Huai-Ning Wu, Tingwen Huang, Shun-Yan Ren
    Pages 185-209
  12. Back Matter
    Pages 211-220

About this book

Introduction

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.

Keywords

Coupled Reaction-Diffusion Coupled Reaction-Diffusion Neural Networks Synchronization Passivity Analysis Pinning Control Impulsive Control Adaptive Coupling Weights Dynamical Behavior of Coupled Neural Networks

Authors and affiliations

  • Jin-Liang Wang
    • 1
  • Huai-Ning Wu
    • 2
  • Tingwen Huang
    • 3
  • Shun-Yan Ren
    • 4
  1. 1.Tianjin Polytechnic University TianjinChina
  2. 2.Beihang University BeijingChina
  3. 3.Texas A&M University at Qatar DohaQatar
  4. 4.Tianjin Polytechnic University TianjinChina

Bibliographic information

  • DOI https://doi.org/10.1007/978-981-10-4907-1
  • Copyright Information Springer Nature Singapore Pte Ltd. 2018
  • Publisher Name Springer, Singapore
  • eBook Packages Engineering
  • Print ISBN 978-981-10-4906-4
  • Online ISBN 978-981-10-4907-1
  • Buy this book on publisher's site
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