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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Bibliographic Details
Main Authors: Wang, Jin-Liang (Author), Wu, Huai-Ning (Author), Huang, Tingwen (Author), Ren, Shun-Yan (Author)
Corporate Author: SpringerLink (Online service)
Format: e-Book
Language:English
Published: Singapore : Springer Nature Singapore : 2018.
Imprint: Springer,
Edition:1st ed. 2018.
Subjects:
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 Access:Full-text access
Table of Contents:
  • 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.

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