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

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, spa...

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Detaylı Bibliyografya
Asıl Yazarlar: Wang, Jin-Liang (Yazar), Wu, Huai-Ning (Yazar), Huang, Tingwen (Yazar), Ren, Shun-Yan (Yazar)
Müşterek Yazar: SpringerLink (Online service)
Materyal Türü: e-Kitap
Dil:İngilizce
Baskı/Yayın Bilgisi: Singapore : Springer Nature Singapore : 2018.
Imprint: Springer,
Edisyon:1st ed. 2018.
Konular:
Control engineering.
Neural networks (Computer science) .
Artificial intelligence.
System theory.
Control and Systems Theory.
Mathematical Models of Cognitive Processes and Neural Networks.
Artificial Intelligence.
Complex Systems.
Online Erişim:Full-text access
Diğer Bilgiler
Özet: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.
Fiziksel Özellikler:XIII, 220 p. 43 illus., 41 illus. in color. online resource.
ISBN:9789811049071
DOI:10.1007/978-981-10-4907-1

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