Almost sure exponential stability of stochastic fuzzy cellular neural networks with delays

作者:Zhao Hongyong*; Ding Nan; Chen Ling
来源:Chaos Solitons & Fractals, 2009, 40(4): 1653-1659.
DOI:10.1016/j.chaos.2007.09.044

摘要

This paper is concerned with the problem of exponential stability analysis for fuzzy cellular neural network with delays. By constructing suitable Lyapunov functional and using stochastic analysis we present some sufficient conditions ensuring almost sure exponential stability for the network. Moreover, in example is given to demonstrate the advantages of our method.