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pth moment exponential synchronization analysis for a class of stochastic neural networks with mixed delays

✍ Scribed by Zixin Liu; Shu Lü; Shouming Zhong; Mao Ye

Publisher
Elsevier Science
Year
2010
Tongue
English
Weight
725 KB
Volume
15
Category
Article
ISSN
1007-5704

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✦ Synopsis

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.

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