کد مقاله | کد نشریه | سال انتشار | مقاله انگلیسی | نسخه تمام متن |
---|---|---|---|---|
840682 | 908489 | 2011 | 13 صفحه PDF | دانلود رایگان |
This paper is concerned with the stability of nn-dimensional stochastic differential delay systems with nonlinear impulsive effects. First, the equivalent relation between the solution of the nn-dimensional stochastic differential delay system with nonlinear impulsive effects and that of a corresponding nn-dimensional stochastic differential delay system without impulsive effects is established. Then, some stability criteria for the nn-dimensional stochastic differential delay systems with nonlinear impulsive effects are obtained. Finally, the stability criteria are applied to uncertain impulsive stochastic neural networks with time-varying delay. The results show that, this convenient and efficient method will provide a new approach to study the stability of impulsive stochastic neural networks. Some examples are also discussed to illustrate the effectiveness of our theoretical results.
Journal: Nonlinear Analysis: Theory, Methods & Applications - Volume 74, Issue 10, July 2011, Pages 3099–3111