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, Canada, 14 - 17 April 1998, pp.74-77 identifier identifier

  • Publication Type: Conference Paper / Full Text
  • Volume:
  • Doi Number: 10.1109/cnna.1998.685333
  • City: London
  • Country: Canada
  • Page Numbers: pp.74-77
  • Istanbul University Affiliated: Yes

Abstract

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.