• DocumentCode
    2157636
  • Title

    Stability Analysis of a Class of Two-Neuron Networks with Time-Varying Delays

  • Author

    Zhang, Ying ; Huang, Chuangxia ; He, Yigang

  • Volume
    4
  • fYear
    2008
  • fDate
    27-30 May 2008
  • Firstpage
    408
  • Lastpage
    412
  • Abstract
    This paper formulates and studies a model of neural network under a time-varying environment. Without assuming the smoothness, monotonicity and boundedness of the activation functions, the existence and global exponential stability of an unique equilibrium are investigated. Ourap-proach is based on the Brouwer´s fixed point theorem, Banach fixed point theorem, and Halanay-type inequality.
  • Keywords
    Computer networks; Delay systems; Educational institutions; Helium; Mathematical model; Mathematics; Neural networks; Neurons; Signal processing; Stability analysis; Equilibrium; Exponential; Neural Network;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Image and Signal Processing, 2008. CISP '08. Congress on
  • Conference_Location
    Sanya, China
  • Print_ISBN
    978-0-7695-3119-9
  • Type

    conf

  • DOI
    10.1109/CISP.2008.497
  • Filename
    4566686
    • Link To Document
    https://search.isc.ac/dl/search/defaultta.aspx?DTC=49&DC=2157636