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

• Κύριοι συγγραφείς: Wang, Jin-Liang (Συγγραφέας, http://id.loc.gov/vocabulary/relators/aut), Wu, Huai-Ning (http://id.loc.gov/vocabulary/relators/aut), Huang, Tingwen (http://id.loc.gov/vocabulary/relators/aut), Ren, Shun-Yan (http://id.loc.gov/vocabulary/relators/aut)
• Συγγραφή απο Οργανισμό/Αρχή: SpringerLink (Online service)
• Μορφή: Ηλεκτρονική πηγή Ηλ. βιβλίο
• Γλώσσα: English
• Έκδοση: Singapore : Springer Singapore : Imprint: Springer, 2018.
• Έκδοση: 1st ed. 2018.
• Θέματα: Control engineering.; Neural networks (Computer science) .; Artificial intelligence.; Statistical physics.; Dynamical systems.; Control and Systems Theory.; Mathematical Models of Cognitive Processes and Neural Networks.; Artificial Intelligence.; Complex Systems.

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...

Πίνακας περιεχομένων:

• 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.