期刊
COMMUNICATIONS IN NONLINEAR SCIENCE AND NUMERICAL SIMULATION
卷 15, 期 7, 页码 1899-1909出版社
ELSEVIER
DOI: 10.1016/j.cnsns.2009.07.018
关键词
Stochastic neural networks; pth moment exponentially synchronization; Mixed delays; Kernel functions
类别
资金
- New Century Excellent Talents in University [NCET-06-0811]
- Doctoral Program of Guizhou College of Finance and Economics [200702]
In this paper, the issue of pth moment exponential synchronization of a class of stochastic neural networks with mixed delays is investigated. By establishing two new integro-differential inequalities, some new sufficient conditions ensuring pth moment exponential synchronization are obtained. Compared with previous method, our method does not resort to any Lyapunov function. The results obtained in this paper generalize some earlier works reported in the literature. Some strict constraints of time delays and kernel functions are removed. Two numerical examples are presented to illustrate the validity of the main results. (c) 2009 Elsevier B.V. All rights reserved.
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