Stability Analysis of Stochastic Fuzzy Cellular Neural Networks With Time-Varying Delays and Reaction-Diffusion Terms |
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Authors: | Qintao Gan Rui Xu Pinghua Yang |
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Affiliation: | 1.Institute of Applied Mathematics,Shijiazhuang Mechanical Engineering College,Shijiazhuang,People’s Republic of China |
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Abstract: | In this paper, a class of stochastic fuzzy cellular neural networks with time-varying delays and reaction-diffusion terms
is investigated. By using Lyapunov–Krasovskii functional and stochastic analysis approaches, new and less conservative delay-derivative-dependent
stability criteria are presented to guarantee the neural networks to be globally exponentially stable in the mean square for
all admissible stochastic perturbations. Numerical simulations are carried out to illustrate the main results. |
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