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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Bibliographische Detailangaben
1. Verfasser: Wang, Jin-Liang (VerfasserIn)
Format: Elektronisch E-Book
Sprache:Englisch
Veröffentlicht: Singapore : Springer Singapore , 2018.
Ausgabe:1st ed. 2018.
Schlagworte:
ISBN:9789811049071
Online-Zugang: Volltext
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Inhaltsangabe:
  • 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.