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

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

 
9789811352621: Analysis and Control of Coupled Neural Networks with Reaction-Diffusion Terms
Softcover
ISBN 10: 9811352623 ISBN 13: 9789811352621
Verlag: Springer, 2019

Inhaltsangabe

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.

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Über die Autorin bzw. den Autor

Jin-Liang Wang (Senior Member, IEEE) received the Ph.D. degree in control theory and control engineering from the School of Automation Science and Electrical Engineering, Beihang University, Beijing, China, in 2014. From 2014 to 2016, he was a lecturer, and from 2017 to 2019, he was an associate professor with the School of Computer Science and Technology, Tiangong University, Tianjin, China, where he has been a professor since 2020. As the first author, he has published three English academic monographs in the Springer and 47 SCI-indexed journal papers (including 33 in Automatica and IEEE Transactions), which have been cited in the SCI-indexed journals by other researchers more than 1500 times. Dr. Wang was a managing guest editor for the Special Issue on Dynamical Behaviors of Coupled Neural Networks With Reaction-Diffusion Terms: Analysis, Control and Applications in the Neurocomputing.

Von der hinteren Coverseite

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.

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Verlag
Springer
Erscheinungsdatum
2019
Sprache
Englisch
ISBN 10 
9811352623
ISBN 13 
9789811352621
Einband
Taschenbuch
Anzahl der Seiten
236
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