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

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

 
9789811049064: Analysis and Control of Coupled Neural Networks with Reaction-Diffusion Terms
Hardcover
ISBN 10: 9811049068 ISBN 13: 9789811049064
Verlag: Springer, 2017

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 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 January 2014. In January 2014, he joined the School of Computer Science and Technology, Tiangong University, Tianjin, China. In 2014, he was a Program Aid with Texas A & M University at Qatar, Doha, Qatar, for two months. From June 2015 to July 2015 and from July 2016 to August 2016, he was Postdoctoral Research Associate with Texas A & M University at Qatar. From June 2017 to September 2017, he was Associate Research Scientist in Texas A & M University at Qatar. He has authored two books entitled Analysis and control of coupled neural networks with reaction-diffusion terms (Springer, 2017) and Analysis and control of output synchronization for complex dynamical networks (Springer, 2018). He is currently Professor with the School of Computer Science and Technology, Tiangong University. His current research interests include passivity, synchronization, cooperative control, complex networks, coupled neural networks, coupled reaction-diffusion neural networks, and multiagent systems. Dr. Wang currently serves as Associate Editor for the Neurocomputing and was Managing Guest Editor for the Special Issue of Dynamical behaviors of coupled neural networks with reaction-diffusion terms: analysis, control and applications in 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
2017
Sprache
Englisch
ISBN 10 
9811049068
ISBN 13 
9789811049064
Einband
Gebundene Ausgabe
Auflage
1
Anzahl der Seiten
233
Kontakt zum Hersteller
Nicht verfügbar
Verantwortliche Person
Nicht verfügbar