| 具有离散和分布时滞的脉冲神经网络的全局指数稳定性 |
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| 引用本文： | 向泽英.具有离散和分布时滞的脉冲神经网络的全局指数稳定性[J].西南科技大学学报,2014(1):87-90. |
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| 作者姓名： | 向泽英 |
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| 作者单位： | 西南科技大学理学院,四川绵阳621010 |
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| 摘 要： | 研究了一类具有离散和分布时滞的脉冲神经网络的全局稳定性。基于微分方程的Lyapunov稳定性理论和线性矩阵不等式（LMI）处理方法，得到了系统全局指数稳定的充分条件。
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| 关 键 词： | 全局指数稳定 脉冲神经网络 时滞 线性矩阵不等式 |
Global Exponential Stability of Impulsive Cellular Neural Networks with Discrete and Distributed Time -Varying Delays |
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| Institution: | XIANG Ze - ying (School of Sciences, Southwest University of Science and Technology, Mianyang 621010, Sichuan, China) |
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| Abstract: | We studied the global exponential stability of impulsive cellular neural networks with discrete and distributed time - varying delays. Our results were based on the Lyapunov - Krasovskii functional sta bility analysis of differential equations and the linear matrix inequality （LMI） optimization approach. Some numerical examples were given to show the effectiveness of the results. |
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| Keywords: | Global exponential stability Impulsive cellular neural networks Delays Linear matrix ine-quality |
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