Analysis and Control of Coupled Neural Networks with Reaction-Diffusion Terms
tarafından
 
Wang, Jin-Liang. author.

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

Yazar
Wang, Jin-Liang. author.

ISBN
9789811049071

Yazar
Wang, Jin-Liang. author.

Edisyon
1st ed. 2018.

Fiziksel Niteleme
XIII, 220 p. 43 illus., 41 illus. in color. online resource.

İçindekiler
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.

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.

Konu Başlığı
Artificial intelligence.
 
Control and Systems Theory. http://scigraph.springernature.com/things/product-market-codes/T19010
 
Mathematical Models of Cognitive Processes and Neural Networks. http://scigraph.springernature.com/things/product-market-codes/M13100
 
Artificial Intelligence. http://scigraph.springernature.com/things/product-market-codes/I21000
 
Complex Systems. http://scigraph.springernature.com/things/product-market-codes/P33000

Yazar Ek Girişi
Wu, Huai-Ning.
 
Huang, Tingwen.
 
Ren, Shun-Yan.

Ek Kurum Yazar
SpringerLink (Online service)

Elektronik Erişim
https://doi.org/10.1007/978-981-10-4907-1


Materyal TürüBarkodYer NumarasıDurumu/İade Tarihi
Electronic Book224633-1001TJ212 -225Springer E-Book Collection