• DocumentCode
    948158
  • Title

    Global \\mu -Stability of Delayed Neural Networks With Unbounded Time-Varying Delays

  • Author

    Chen, Tianping ; Wang, Lili

  • Author_Institution
    Fudan Univ., Shanghai
  • Volume
    18
  • Issue
    6
  • fYear
    2007
  • Firstpage
    1836
  • Lastpage
    1840
  • Abstract
    In this letter, dynamical systems with unbounded time-varying delays are investigated. We address the following question: To what extent the time-varying delays can exist while the system is stable? Moreover, a new concept of stability, global mu-stability, is proposed. Under mild conditions, we prove that the dynamical systems with unbounded time-varying delays are globally mu-stable.
  • Keywords
    delays; neurocontrollers; stability; time-varying systems; delayed neural networks; dynamical systems; global mu-stability; unbounded time-varying delays; $mu$-stability; recurrently connected neural networks (NNs); unbounded time-varying delays;
  • fLanguage
    English
  • Journal_Title
    Neural Networks, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    1045-9227
  • Type

    jour

  • DOI
    10.1109/TNN.2007.902716
  • Filename
    4359194
    • Link To Document
    https://search.isc.ac/dl/search/defaultta.aspx?DTC=49&DC=948158