Qualitative analysis and control of complex neural networks with delays / Zhanshan Wang, Zhenwei Liu, Chengde Zheng.
Tipo de material:
TextoSeries Studies in Systems, Decision and Control ; 34Editor: Berlin, Heidelberg : Springer Berlin Heidelberg : Springer, 2016Descripción: xiv, 388 páginas : 32 ilustraciones, 7 ilustraciones en colorTipo de contenido: - texto
- computadora
- recurso en línea
- 9783662474846
- TA355
Springer eBooks
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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