rdf-syntax-grammar
mods:
  schema location: http://www.loc.gov/mods/v3 http://www.loc.gov/standards/mods/v3/mods-3-2.xsd
  title info:
    title: Qualitative Analysis and Control of Complex Neural Networks with Delays
  name:
    name part: Wang, Zhanshan.
    role:
      role term: creator
    role:
      role term: author.
  name:
    name part: Liu, Zhenwei.
    role:
      role term: author.
  name:
    name part: Zheng, Chengde.
    role:
      role term: author.
  name:
    name part: SpringerLink (Online service)
  type of resource: text
  origin info:
    place:
      place term: gw
    date issued: 2016
    issuance: monographic
  language:
    language term: eng
  physical description:
    form: electronic
    form: electronic resource
    reformatting quality: access
    form: remote
    extent: XIV, 388 p. 32 illus., 7 illus. in color. online resource.
  abstract: 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 the complex neural network. Researchers in the fields of dynamical systems, computer science, electrical engineering and mathematics will benefit from the discussions on complex systems. The book will also help readers to better understand the theory behind the control technique and its design.
  table of contents: 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.
  note: by Zhanshan Wang, Zhenwei Liu, Chengde Zheng.
  subject:
    topic: Engineering
  subject:
    topic: Complexity, Computational
  subject:
    topic: Vibration
  subject:
    topic: Dynamical systems
  subject:
    topic: Dynamics
  subject:
    topic: Control engineering
  subject:
    topic: Power electronics
  subject:
    topic: Engineering
  subject:
    topic: Vibration, Dynamical Systems, Control
  subject:
    topic: Complexity
  subject:
    topic: Control
  subject:
    topic: Power Electronics, Electrical Machines and Networks
  classification: TA355
  classification: TA352-356
  classification: 620
  related item:
    title info:
      title: Springer eBooks
  related item:
    title info:
      title: Studies in Systems, Decision and Control, 34
  identifier: 9783662474846
  identifier: http://dx.doi.org/10.1007/978-3-662-47484-6
  record info:
    record creation date: 150718
    record change date: 20151107111133.0
    record identifier: 978-3-662-47484-6