Stability analysis of stochastic fuzzy cellular neural networks with delays

Authors:
Ling Chen;Hongyong Zhao
Affiliations:
Department of Mathematics, Nanjing University of Aeronautics and Astronautics, Nanjing 210016, PR China and Department of Basic Science, Jinling Institute of Technology, Nanjing 210001, PR China;Department of Mathematics, Nanjing University of Aeronautics and Astronautics, Nanjing 210016, PR China
Venue:
Neurocomputing
Year:
2008

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Abstract

In this paper, stochastic fuzzy cellular neural networks with delays are considered. By constructing suitable Lyapunov functionals and using stochastic analysis we give a family of sufficient conditions ensuring the almost sure exponential stability of the networks. These results obtained are helpful to design stability of networks when stochastic noise is taken into consideration.