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, sa.4, ss.461-471, 2003 (SCI-Expanded) identifier identifier

  • Yayın Türü: Makale / Tam Makale
  • Cilt numarası: 12 Sayı: 4
  • Basım Tarihi: 2003
  • Doi Numarası: 10.1142/s0218126603000970
  • Dergi Adı: JOURNAL OF CIRCUITS SYSTEMS AND COMPUTERS
  • Derginin Tarandığı İndeksler: Science Citation Index Expanded (SCI-EXPANDED), Scopus
  • Sayfa Sayıları: ss.461-471
  • Anahtar Kelimeler: cellular neural networks, complete stability, stable equilibrium points, STABILITY
  • Bursa Uludağ Üniversitesi Adresli: Hayır

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.