• DocumentCode
    1343828
  • Title

    Equilibrium analysis of delayed CNNs

  • Author

    Arik, Sabri ; Tavsanoglu, Vedat

  • Author_Institution
    Sch. of Electr. Eng., South Bank Univ., London, UK
  • Volume
    45
  • Issue
    2
  • fYear
    1998
  • fDate
    2/1/1998 12:00:00 AM
  • Firstpage
    168
  • Lastpage
    171
  • Abstract
    The authors present two new results on the global stability of cellular neural networks with delay (DCCNs). First, a sufficient condition for the uniqueness and global asymptotic stability of the equilibrium point is given. Then, a sufficient condition for the existence of a stable equilibrium point in the total saturation region is obtained. The significance of the conditions is that the stability properties of the equilibrium point are not affected by the delay parameter. These conditions are also weaker than some previously given for global stability of DCNNs
  • Keywords
    asymptotic stability; cellular neural nets; delays; cellular neural networks; delay parameter; delayed CNNs; equilibrium analysis; global asymptotic stability; stability properties; stable equilibrium point; total saturation region; Asymptotic stability; Cellular neural networks; Circuits; Delay; Eigenvalues and eigenfunctions; Image converters; Image reconstruction; Output feedback; State feedback; Sufficient conditions;
  • fLanguage
    English
  • Journal_Title
    Circuits and Systems I: Fundamental Theory and Applications, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    1057-7122
  • Type

    jour

  • DOI
    10.1109/81.661684
  • Filename
    661684
    • Link To Document
    https://search.isc.ac/dl/search/defaultta.aspx?DTC=49&DC=1343828