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About this book

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.

Table of Contents

Frontmatter

2018 | OriginalPaper | Chapter

Chapter 1. Introduction

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

2018 | OriginalPaper | Chapter

Chapter 2. Pinning Control Strategies for Synchronization of CRDNNs

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

2018 | OriginalPaper | Chapter

Chapter 3. Pinning Control for Synchronization of CRDNNs with Directed Topologies

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

2018 | OriginalPaper | Chapter

Chapter 4. Impulsive Control for the Synchronization of CRDNNs

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

2018 | OriginalPaper | Chapter

Chapter 5. Novel Adaptive Strategies for Synchronization of CRDNNs

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

2018 | OriginalPaper | Chapter

Chapter 6. Synchronization and Adaptive Control of CRDNNs with Hybrid Coupling

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

2018 | OriginalPaper | Chapter

Chapter 7. Passivity-Based Synchronization of CRDNNs with Time-Varying Delay

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

2018 | OriginalPaper | Chapter

Chapter 8. Passivity and Synchronization of CRDNNs with Adaptive Coupling

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

2018 | OriginalPaper | Chapter

Chapter 9. Passivity Analysis of CRDNNs with Dirichlet Boundary Conditions

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

2018 | OriginalPaper | Chapter

Chapter 10. Passivity of Directed and Undirected CRDNNs with Adaptive Coupling Weights

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

Backmatter

Additional information

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