• DocumentCode
    962794
  • Title

    Boundedness and stability for nonautonomous bidirectional associative neural networks with delay

  • Author

    Jiang, Haijun ; Teng, Zhidong

  • Author_Institution
    Dept. of Math., Xinjiang Univ., Urumqi, China
  • Volume
    51
  • Issue
    4
  • fYear
    2004
  • fDate
    4/1/2004 12:00:00 AM
  • Firstpage
    174
  • Lastpage
    180
  • Abstract
    The paper studies the nonautonomous bidirectional associative neural networks systems with time-varying delays. By applying Lyapunov functional method, introducing many parameters, and combining this with the techniques of inequality analysis, a series of criteria of the uniform ultimate boundedness, global exponential stability, and the existence of periodic solutions are obtained. The results obtained in this paper are new and useful.
  • Keywords
    Lyapunov methods; delays; feedforward neural nets; stability; time-varying systems; Lyapunov functional; bidirectional associative neural network; global exponential stability; inequality analysis; nonautonomous bidirectional associative neural networks; periodic solution; time-varying delays; ultimate boundedness; Asymptotic stability; Biomembranes; Delay effects; Delay systems; Mathematical model; Neural networks; Neurons; Stability analysis; Stability criteria; Time varying systems;
  • fLanguage
    English
  • Journal_Title
    Circuits and Systems II: Express Briefs, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    1549-7747
  • Type

    jour

  • DOI
    10.1109/TCSII.2004.824065
  • Filename
    1288421
    • Link To Document
    https://search.isc.ac/dl/search/defaultta.aspx?DTC=49&DC=962794