Qualitative Analysis and Control of Complex Neural Networks with Delays

This book focuses on the stability of the dynamical neural system, synchronization of the coupling neural system and their applications in automation control and electrical engineering. The redefined concept of stability, synchronization and consensus are adopted to provide a better explanation of t...

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Detaylı Bibliyografya
Asıl Yazarlar: Wang, Zhanshan (Yazar), Liu, Zhenwei (Yazar), Zheng, Chengde (Yazar)
Müşterek Yazar: SpringerLink (Online service)
Materyal Türü: e-Kitap
Dil:İngilizce
Baskı/Yayın Bilgisi: Berlin, Heidelberg : Springer Berlin Heidelberg : 2016.
Imprint: Springer,
Edisyon:1st ed. 2016.
Seri Bilgileri:Studies in Systems, Decision and Control, 34
Konular:
Multibody systems.
Vibration.
Mechanics, Applied.
Dynamics.
Nonlinear theories.
Control engineering.
Electric power production.
Multibody Systems and Mechanical Vibrations.
Applied Dynamical Systems.
Control and Systems Theory.
Electrical Power Engineering.
Online Erişim:Full-text access
İçindekiler:
  • Introduction to Neural Networks
  • Preliminaries on Dynamical Systems and Stability Theory
  • Survey of Dynamics of Cohen-Grossberg Type RNNs
  • Delay-partitioning-method Based Stability Result for RNNs
  • Stability result on the static and vector field recurrent neural networks
  • Stability Criteria for RNNs Based on Secondary Delay Partitioning
  • LMI-based Stability Criteria for Static Neural Networks
  • Multiple Stability for Discontinuous RNNs
  • LMI-based Passibity Criteria for RNNs with Delays
  • Dissipativity and Invariant Sets for Neural Networks with Delay
  • Synchronization Stability in Complex Neural Networks
  • Stabilization of Stochastic RNNs with Stochastic Delays
  • Adaptive Synchronization of Complex Neural Networks.

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