• DocumentCode
    3112218
  • Title

    Stability analysis of impulsive stochastic neural networks with reaction-diffusion terms

  • Author

    Zhang, Yutian ; Luo, Qi

  • Author_Institution
    Coll. of Math. & Phys., Nanjing Univ. of Inf. Sci. & Technol., Nanjing, China
  • fYear
    2011
  • fDate
    26-28 March 2011
  • Firstpage
    92
  • Lastpage
    96
  • Abstract
    In this paper, we consider a class of impulsive stochastic neural networks with reaction-diffusion terms. By Lyapunov function and stochastic analysis, we find some sufficient conditions ensuring the globally exponential stability in mean biquadrate. Two illustrative examples have been provided to show the effectiveness of our results.
  • Keywords
    Lyapunov methods; asymptotic stability; neural nets; reaction-diffusion systems; stochastic processes; Lyapunov function; globally exponential stability; impulsive stochastic neural network; mean biquadrate; reaction diffusion term;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Information Science and Technology (ICIST), 2011 International Conference on
  • Conference_Location
    Nanjing
  • Print_ISBN
    978-1-4244-9440-8
  • Type

    conf

  • DOI
    10.1109/ICIST.2011.5765218
  • Filename
    5765218
    • Link To Document
    https://search.isc.ac/dl/search/defaultta.aspx?DTC=49&DC=3112218