Chuangxia Huang, Yigang He, Lihong Huang
Abstract:
The stability of stochastic delayed Cellular Neural Networks (DCNN)
is investigated in this paper. Using suitable Lyapunov functional
and the semimartingale convergence theorem, we obtain some sufficient
conditions for checking the almost sure exponential stability of
the DCNN.
Submitted February 27, 2007. Published March 15, 2007.
Math Subject Classifications: 34K50, 60H10.
Key Words: Stochastic; cellular neural networks;
almost sure exponential stability; Lyapunov functional.
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Chuangxia Huang College of Mathematics and Computing Science Changsha University of Science and Technology Changsha, Hunan 410076, China College of Electrical and Information Engineering Hunan University, Changsha, Hunan 410082, China email: huangchuangxia@sina.com.cn |
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Yigang He College of Electrical and Information Engineering Hunan University, Changsha Hunan 410082, China email: yghe@hnu.cn |
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Lihong Huang College of Mathematics and Econometrics Hunan University, Changsha Hunan 410082, China email: lhhuang@hnu.cn |
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