Article ID | Journal | Published Year | Pages | File Type |
---|---|---|---|---|
1713581 | Nonlinear Analysis: Hybrid Systems | 2012 | 12 Pages |
Abstract
In this paper, we consider a class of impulsive stochastic neural networks with delays. By establishing new integral inequalities and using the properties of spectral radius of nonnegative matrix, some sufficient conditions for the existence and global pp-exponential stability of periodic solution for impulsive stochastic neural networks with delays are given. Our results imply that under the appropriate linear periodic impulsive perturbations, the impulsive stochastic neural networks with delays preserve the original periodic property of the nonimpulsive stochastic neural networks with delays. An example is provided to show the effectiveness of the theoretical results.
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Authors
Dingshi Li, Xiaohu Wang, Daoyi Xu,