New Sufficient Criteria for Global Robust Stability of Neural Networks with Multiple Time Delays

Yucel E., Arik S.

6th International Conference on Electrical Engineering/Electronics, Computer, Telecommunications and Information Technology, Chon-Buri, Thailand, 6 - 09 May 2009, pp.371-374, (Full Text)

  • Publication Type: Conference Paper / Full Text
  • Volume:
  • Doi Number: 10.1109/ecticon.2009.5137035
  • City: Chon-Buri
  • Country: Thailand
  • Page Numbers: pp.371-374
  • Istanbul University Affiliated: Yes

Abstract

In this paper, we study global robust asymptotic stability of the equilibrium point for neural networks with multiple time delays. By employing suitable Lyapunov functionals, we derive a set of delay independent sufficient conditions for global robust asymptotic stability of this class of neural networks.