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

Authors: Wang, J.-L., Wu, H.-N., Huang, T., Ren, S.-Y.

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  • Takes the reaction-diffusion effect into account in neural networks
  • Proposes new passivity definitions for cases in which the input and output vectors have different dimensions in coupled reaction-diffusion neural networks
  • Helps readers understand the dynamical behaviors of coupled reaction-diffusion neural networks
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eBook 118,99 €
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  • ISBN 978-981-10-4907-1
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  • Included format: EPUB, PDF
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  • Immediate eBook download after purchase
Hardcover 145,59 €
price for Spain (gross)
  • ISBN 978-981-10-4906-4
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  • Usually dispatched within 3 to 5 business days.
  • The final prices may differ from the prices shown due to specifics of VAT rules
Softcover 145,59 €
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  • ISBN 978-981-13-5262-1
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
  • The final prices may differ from the prices shown due to specifics of VAT rules
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 (10 chapters)

  • Introduction

    Wang, Jin-Liang (et al.)

    Pages 1-12

    Preview Buy Chapter 30,19 €
  • Pinning Control Strategies for Synchronization of CRDNNs

    Wang, Jin-Liang (et al.)

    Pages 13-38

    Preview Buy Chapter 30,19 €
  • Pinning Control for Synchronization of CRDNNs with Directed Topologies

    Wang, Jin-Liang (et al.)

    Pages 39-61

    Preview Buy Chapter 30,19 €
  • Impulsive Control for the Synchronization of CRDNNs

    Wang, Jin-Liang (et al.)

    Pages 63-80

    Preview Buy Chapter 30,19 €
  • Novel Adaptive Strategies for Synchronization of CRDNNs

    Wang, Jin-Liang (et al.)

    Pages 81-103

    Preview Buy Chapter 30,19 €

Buy this book

eBook 118,99 €
price for Spain (gross)
  • ISBN 978-981-10-4907-1
  • Digitally watermarked, DRM-free
  • Included format: EPUB, PDF
  • ebooks can be used on all reading devices
  • Immediate eBook download after purchase
Hardcover 145,59 €
price for Spain (gross)
  • ISBN 978-981-10-4906-4
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
  • The final prices may differ from the prices shown due to specifics of VAT rules
Softcover 145,59 €
price for Spain (gross)
  • ISBN 978-981-13-5262-1
  • Free shipping for individuals worldwide
  • Usually dispatched within 3 to 5 business days.
  • The final prices may differ from the prices shown due to specifics of VAT rules
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Bibliographic Information

Bibliographic Information
Book Title
Analysis and Control of Coupled Neural Networks with Reaction-Diffusion Terms
Authors
Copyright
2018
Publisher
Springer Singapore
Copyright Holder
Springer Nature Singapore Pte Ltd.
eBook ISBN
978-981-10-4907-1
DOI
10.1007/978-981-10-4907-1
Hardcover ISBN
978-981-10-4906-4
Softcover ISBN
978-981-13-5262-1
Edition Number
1
Number of Pages
XIII, 220
Number of Illustrations
2 b/w illustrations, 41 illustrations in colour
Topics