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On p-th Moment Exponential Stability for Stochastic Cellular Neural Networks with Distributed Delays

Changjin Xu*, Lilin Chen, and Peiluan Li
International Journal of Control, Automation, and Systems, vol. 16, no. 3, pp.1217-1225, 2018

Abstract : "In this paper, a class of stochastic cellular neural networks with distributed delays are investigated. With the help of the method of variation parameter and inequality techniques, some sufficient conditions for the p-th moment exponential stability of the system are established. An example is given to illustrate the feasibility and effectiveness of our main results. Our results obtained in this paper improve and generalize some earlier works reported in the literature."

Keyword : "Burkholder-Davis-Gundy inequality, distributed delay, p-th moment exponential stability, stochastic cellular neural networks."

 
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