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, 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.

Riassunto

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.

Dettagli sul prodotto

• Autori: Jin-Liang Wang, Huai-Ning Wu, Tingwen Huang, Shun-Yan Ren, Jin-Lian Wang, Huai-Nin Wu, Tingwen et al Huang
• Editore: Springer, Berlin
• Contenuto: Libro
• Forma del prodotto: Copertina rigida
• Data pubblicazione: 31.07.2017
• Categoria: Scienze naturali, medicina, informatica, tecnica > Tecnica > Elettronica, elettrotecnica, telecomunicazioni
• EAN: 9789811049064
• ISBN: 978-981-10-4906-4
• Numero di pagine: 220
• Illustrazioni: XIII, 220 p. 43 illus., 41 illus. in color.
• Dimensioni (della confezione): 17.6 x 24.9 x 1.9 cm
• Peso (della confezione): 467 g
• Categorie: B, Künstliche Intelligenz, Artificial Intelligence, Mathematische Modellierung, Kybernetik und Systemtheorie, engineering, Complex systems, Control and Systems Theory, Dynamical systems, Mathematical modelling, Control engineering, Neural networks (Computer science), Dynamics & statics, Statistical physics