Stability of fuzzy cellular neural networks with impulses

  • Authors:
  • Tingwen Huang;Marco Roque-Sol

  • Affiliations:
  • Texas A&M University at Qatar, Doha, Qatar;Mathematics Department, Texas A&M University, College Station

  • Venue:
  • ISNN'06 Proceedings of the Third international conference on Advances in Neural Networks - Volume Part I
  • Year:
  • 2006

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Abstract

In this paper, we study impulsive fuzzy cellular neural networks. Criteria are obtained for the existence and exponential stability of a unique equilibrium of fuzzy cellular neural networks impulsive state displacements at fixed instants of time.