Analysis and Control of Coupled Neural Networks with Reaction-Diffusion Terms
Published on 12. January 2019
Book
Paperback/Softback
XIII, 220 pages
978-981-13-5262-1 (ISBN)
Description
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.
More details
Edition
Softcover reprint of the original 1st ed. 2018
Language
English
Place of publication
Singapore
Singapore
Target group
Professional and scholarly
Illustrations
2 s/w Abbildungen, 41 farbige Abbildungen
XIII, 220 p. 43 illus., 41 illus. in color.
Dimensions
Height: 235 mm
Width: 155 mm
Thickness: 13 mm
Weight
365 gr
ISBN-13
978-981-13-5262-1 (9789811352621)
DOI
10.1007/978-981-10-4907-1
Schweitzer Classification
Other editions
Additional editions
Jin-Liang Wang | Huai-Ning Wu | Tingwen Huang
Analysis and Control of Coupled Neural Networks with Reaction-Diffusion Terms
Book
06/2017
Springer
€149.79
Shipment within 15-20 days
Persons
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.
Content
Introduction.- Pinning control strategies for synchronization of Coupled Reaction-Diffusion Neural Networks.- Pinning control for synchronization of Coupled Reaction-Diffusion Neural Networks with directed topologies.- Impulsive control for the synchronization of Coupled Reaction-Diffusion Neural Networks.- Novel adaptive strategies for synchronization of Coupled Reaction-Diffusion Neural Networks.- Synchronization and adaptive control of Coupled Reaction-Diffusion Neural Networks with hybrid coupling.- Passivity-based synchronization of Coupled Reaction-Diffusion Neural Networks with time-varying delay.- Passivity and synchronization of Coupled Reaction-Diffusion Neural Networks with adaptive coupling.- Passivity analysis of Coupled Reaction-Diffusion Neural Networks with Dirichlet boundary conditions.- Passivity of directed and undirected Coupled Reaction-Diffusion Neural Networks with adaptive coupling weights.