New criteria for the existence of stable equilibrium points in nonsymmetric cellular neural networks

Ozcan N., Arik S., Tavsanoglu V.

IEEE International Symposium on Circuits and Systems, Bangkok, Tayland, 25 - 28 Mayıs 2003, ss.753-756, (Tam Metin Bildiri) identifier identifier

  • Yayın Türü: Bildiri / Tam Metin Bildiri
  • Cilt numarası:
  • Basıldığı Şehir: Bangkok
  • Basıldığı Ülke: Tayland
  • Sayfa Sayıları: ss.753-756
  • İstanbul Üniversitesi-Cerrahpaşa Adresli: Evet

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.