• DocumentCode
    1796230
  • Title

    Stability of stochastically perturbed hopfield-type neural networks with mixed delays

  • Author

    Jendoubi, Chiraz ; Cherif, Farouk

  • Author_Institution
    Sfax Fac. of Sci., Univ. of Sfax, Sfax, Tunisia
  • fYear
    2014
  • fDate
    11-14 Aug. 2014
  • Firstpage
    465
  • Lastpage
    470
  • Abstract
    This paper gives some new and slacker conditions about stability of the square mean pseudo almost periodic solutions of the stochastic Hopfield-type neural networks with mixed delays dx (t) = [-Dx(t) + Af(x(t)) + Bg (xτ(t)) + ∫tt-p K(t-s)h(x(s))ds]dt + σ(x(t))dω(t)x(t) = ξ(t), - τ ≤ t ≤ 0.
  • Keywords
    Hopfield neural nets; delays; stability; stochastic systems; mixed delays; slacker conditions; square mean pseudostability; stochastically perturbed Hopfield-type neural network stability; Biological neural networks; Delay effects; Delays; Indium tin oxide; Neurons; Stability analysis; Stochastic processes; Ito´s isometry; Neural networks; global stability; mixed delays; quadratic mean almost peri-odic;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Soft Computing and Pattern Recognition (SoCPaR), 2014 6th International Conference of
  • Conference_Location
    Tunis
  • Type

    conf

  • DOI
    10.1109/SOCPAR.2014.7008051
  • Filename
    7008051
    • Link To Document
    https://search.isc.ac/dl/search/defaultta.aspx?DTC=49&DC=1796230