| 具有leakage时滞的随机马尔科夫跳变神经网络的稳定性 |
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| 引用本文： | 李哲,李彦路,耿立杰. 具有leakage时滞的随机马尔科夫跳变神经网络的稳定性[J]. 军械工程学院学报, 2012, 0(6): 73-76 |
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| 作者姓名： | 李哲 李彦路 耿立杰 |
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| 作者单位： | 军械工程学院基础部,河北石家庄050003 |
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| 基金项目： | 国家自然科学基金项目（10671209） |
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| 摘 要： | 研究一类具有leakage时滞的随机马尔科夫跳变神经网络的稳定性，通过构造一个新的Lyapunov-Kra—sovskii泛函，并应用It6公式、随机不等式技术，得到了基于线性矩阵不等式（LMI）的均方意义下的全局稳定性判定条件．
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| 关 键 词： | 稳定性 随机神经网络 马尔科夫跳变 leakage时滞 |
Stability of Discrete-Time Stochastic Neural Networks with Markovian Jumping and Time Delay in the Leakage Terms |
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| LI Zhe,LI Yan-lu,GENG Li-jie. Stability of Discrete-Time Stochastic Neural Networks with Markovian Jumping and Time Delay in the Leakage Terms[J]. Journal of Ordnance Engineering College, 2012, 0(6): 73-76 |
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| Authors: | LI Zhe LI Yan-lu GENG Li-jie |
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| Affiliation: | (Department of Basic Courses, Ordnance Engineering College, Shijiazhuang 050003) |
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| Abstract: | In this paper,a class of discrete-time stochastic neural networks with Markovian jump- ing and time delay in the leakage terms is investigated. By using the Lyapunov-Krasovskii func- tional and linear matrix inequality（LMI）approach, sufficient conditions are derived to ensure the global asymptotic stability in mean square for an equilibrium point of the neural networks. |
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| Keywords: | stability stochastic neural network Markovian jumping leakage delay |
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