On the existence of stable equilibrium points in cellular neural networks


Ozcan N. , Arik S. , Tavsanoglu V.

JOURNAL OF CIRCUITS SYSTEMS AND COMPUTERS, cilt.12, ss.461-471, 2003 (SCI İndekslerine Giren Dergi) identifier identifier

  • Cilt numarası: 12 Konu: 4
  • Basım Tarihi: 2003
  • Doi Numarası: 10.1142/s0218126603000970
  • Dergi Adı: JOURNAL OF CIRCUITS SYSTEMS AND COMPUTERS
  • Sayfa Sayıları: ss.461-471

Özet

This paper presents new criteria for the existence of stable equilibrium points in the total saturation region for cellular neural networks (CNNs). It is shown that the results obtained can be used to derive some complete stability conditions for some special classes of CNNs such as positive cell-linking CNNs, opposite-sign CNNs and dominant-template CNNs. Our results are also compared with the previous results derived in the literature for the existence of stable equilibrium points for CNNs.