• DocumentCode
    1563329
  • Title

    Exponential periodicity of neural networks with delays

  • Author

    Sun, Changvin ; Sun, Changgui ; Feng, Chun-Bo

  • Author_Institution
    Res. Inst. of Autom., Southeast Univ., Nanjing, China
  • Volume
    5
  • fYear
    2003
  • Abstract
    In this paper, exponential periodicity of neural networks with delays is proposed. Without assuming the boundedness, monotonicity and differentiability of the activation functions, some new sufficient conditions ensuring existence and uniqueness of periodic solution for a general class of neural networks with delays are obtained. This work gives some improvements to the previous ones.
  • Keywords
    asymptotic stability; delays; neural nets; transfer functions; activation functions; delays; equilibrium point; exponential periodicity; neural networks; Associative memory; Automation; Cellular neural networks; Convergence; Delay effects; Neural networks; Pattern recognition; Stability analysis; Sufficient conditions; Sun;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Circuits and Systems, 2003. ISCAS '03. Proceedings of the 2003 International Symposium on
  • Print_ISBN
    0-7803-7761-3
  • Type

    conf

  • DOI
    10.1109/ISCAS.2003.1206404
  • Filename
    1206404
    • Link To Document
    https://search.isc.ac/dl/search/defaultta.aspx?DTC=49&DC=1563329