Title Analysis and control of coupled neural networks with reaction-diffusion terms / Jin-Liang Wang, Huai-Ning Wu, Tingwen Huang, Shun-Yan Ren

Published Singapore : Springer, [2018]

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Description 1 online resource (xiii, 220 pages) : illustrations (some color) Contents 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 Summary 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 Bibliography Includes bibliographical references Notes Online resource; title from PDF title page (SpringerLink, viewed June 15, 2017) Subject Neural networks (Computer science) COMPUTERS -- General. Neural networks (Computer science) Form Electronic book Author Wang, Jin-Liang, author Wu, Huai-Ning, author Huang, Tingwen, author. Ren, Shun-Yan, author ISBN 9789811049071 9811049076 9811049068 9789811049064 9789811049088 9811049084 9789811352621 9811352623

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