An Analysis of Global Stability of Cohen-Grossberg Neural Networks with Multiple Time Delays


Orman Z., Arik S.

Conference of the World-Academy-of-Science-Engineering-and-Technology, Bangkok, Thailand, 21 - 23 May 2008, vol.29, pp.256-260, (Full Text)

  • Publication Type: Conference Paper / Full Text
  • Volume: 29
  • City: Bangkok
  • Country: Thailand
  • Page Numbers: pp.256-260
  • Istanbul University Affiliated: Yes

Abstract

This paper presents a new sufficient condition for the existence, uniqueness and global asymptotic stability of the equilibrium point for Cohen-Grossberg neural networks with multiple time delays. The results establish a relationship between the network parameters of the neural system independently of the delay parameters. The results are also compared with the previously reported results in the literature.