A sufficient condition for the existence of a stable equilibrium point in nonsymmetric cellular neural networks

Arik S., Tavsanoglu V.

5th IEEE International Workshop on Cellular Neural Networks and Their Applications, London, Kanada, 14 - 17 Nisan 1998, ss.74-77, (Tam Metin Bildiri) identifier identifier

  • Yayın Türü: Bildiri / Tam Metin Bildiri
  • Cilt numarası:
  • Doi Numarası: 10.1109/cnna.1998.685333
  • Basıldığı Şehir: London
  • Basıldığı Ülke: Kanada
  • Sayfa Sayıları: ss.74-77
  • İstanbul Üniversitesi-Cerrahpaşa Adresli: Evet

Özet

In this paper; we obtain a new sufficient condition for the existence of a stable equilibrium point in the total saturation region for nonsymmetric cellular neural networks (CNNs). It is shown that if the sum of the elements of each row of the feedback matrix is greater than one, a nonsymmetric CNN posseses a stable equilibrium point in the total saturation region.