• DocumentCode
    835838
  • Title

    A new result on the global convergence of Hopfield neural networks

  • Author

    Liu, Xiwu ; Chen, Tianping

  • Author_Institution
    Inst. of Math., Fudan Univ., Shanghai, China
  • Volume
    49
  • Issue
    10
  • fYear
    2002
  • fDate
    10/1/2002 12:00:00 AM
  • Firstpage
    1514
  • Lastpage
    1516
  • Abstract
    In this work, we discuss Hopfield neural networks, investigating their global stability. Some sufficient conditions for a class of Hopfield neural networks to be globally stable and globally exponentially stable are given.
  • Keywords
    Hopfield neural nets; convergence; stability; Hopfield neural networks; global stability; globally exponentially stable networks; sufficient conditions; Chaos; Convergence; Differential equations; Hopfield neural networks; Laboratories; Mathematics; Neural networks; Recurrent neural networks; Stability; Sufficient conditions;
  • fLanguage
    English
  • Journal_Title
    Circuits and Systems I: Fundamental Theory and Applications, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    1057-7122
  • Type

    jour

  • DOI
    10.1109/TCSI.2002.803358
  • Filename
    1039506
    • Link To Document
    https://search.isc.ac/dl/search/defaultta.aspx?DTC=49&DC=835838