• DocumentCode
    1591089
  • Title

    Global stability of a larger class of dynamical neural networks

  • Author

    Arik, Sabri

  • Author_Institution
    Dept. of Electron., Istanbul Univ., Turkey
  • Volume
    3
  • fYear
    1998
  • Firstpage
    187
  • Abstract
    In this paper, we present a sufficient condition for the existence, uniqueness and global asymptotic stability (GAS) of the equilibrium point for a larger class of dynamical neural networks. It is shown that the diagonal dominance of the interconnection matrix guarantees the existence, uniqueness and GAS of the equilibrium point with respect to all nondecreasing activation functions
  • Keywords
    asymptotic stability; matrix algebra; neural nets; diagonal dominance; dynamical neural networks; equilibrium point; global asymptotic stability; interconnection matrix; nondecreasing activation functions; Asymptotic stability; Equations; Neural networks; Stability analysis; Sufficient conditions;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Circuits and Systems, 1998. ISCAS '98. Proceedings of the 1998 IEEE International Symposium on
  • Conference_Location
    Monterey, CA
  • Print_ISBN
    0-7803-4455-3
  • Type

    conf

  • DOI
    10.1109/ISCAS.1998.703947
  • Filename
    703947
    • Link To Document
    https://search.isc.ac/dl/search/defaultta.aspx?DTC=49&DC=1591089