Analysis and Control of Coupled Neural Networks with Reaction-Diffusion Terms
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Beschreibung
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.
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.
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 Includes supplementary material: sn.pub/extras
Autor*in
Jin-Liang Wang
Themen in »Analysis and Control of Coupled Neural Networks with Reaction-Diffusion Terms«
Coupled Reaction-Diffusion Coupled Reaction-Diffusion Neural Networks Synchronization Passivity Analysis Pinning Control Impulsive Control Adaptive Coupling Weights Dynamical Behavior of Coupled Neural Networks