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: Convergence analysis of recurrent neural networks
  name:
    name part: Yi, Zhang.
    role:
      role term: creator
  name:
    name part: Tan, Kok Kiong
    name part: 1967-
  name:
    name part: SpringerLink (Online service)
  type of resource: text
  genre: bibliography
  genre: Electronic books.
  origin info:
    place:
      place term: mau
    date issued: 2004
    issuance: monographic
  language:
    language term: eng
  physical description:
    form: remote
    extent: 1 online resource (xv, 233 pages) : illustrations.
  abstract: This volume provides a comprehensive study of the convergence of recurrent neural networks, which has been increasingly used in applications relating to associative memory, image processing and pattern recognition. Throughout the book, the authors present their original research results of recent years. While the main objective is to disseminate these results in a unified and comprehensive manner, the book is also written to be helpful to readers requiring basic information, such as methods and tools commonly used in the analysis and design of recurrent neural networks. Audience: This volume is suitable for professionals and researchers, as well as advanced graduate level students in neural computations, and neural networks.
  table of contents: 1. Introduction -- 2. Hopfield Recurrent Neural Networks -- 3. Cellular Neural Networks -- 4. Recurrent Neural Networks with Unsaturating Piecewise Linear Activation Functions -- 5. Lotka-Volterra Recurrent Neural Networks with Delays -- 6. Delayed Recurrent Neural Networks with Global Lipschitz Activation Functions -- 7. Other Models of Continuous Time Recurrent Neural Networks -- 8. Discrete Recurrent Neural Networks.
  note: Zhang Yi, K.K. Tan.
  note: Includes bibliographical references (pages 219-233).
  subject:
    topic: Neural networks (Computer science)
  subject:
    topic: Réseaux neuronaux (Informatique)
  subject:
    topic: Neural networks (Computer science)
  classification: QA76.87 .Y5 2004eb
  classification: 006.3/2
  classification: 31.44
  classification: 54.72
  related item:
    title info:
      title: Convergence analysis of recurrent neural networks
    name:
      name part: Yi, Zhang.
    identifier: (DLC) 2003062020
    identifier: (OCoLC)53178606
  related item:
    title info:
      title: Network theory and applications ; v. 13
  identifier: 9781475738193 (electronic bk.)
  identifier: 1475738196 (electronic bk.)
  identifier: 1402076940
  identifier: 9781402076947
  identifier: http://proxy.library.tamu.edu/login
  record info:
    record content source: GW5XE
    record creation date: 140711
    record change date: 20260420201921.6
    record identifier: in00003550796
    language of cataloging:
      language term: eng