| 多重S-分布时滞二阶Hopfield神经网络的全局指数稳定性 |
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| 引用本文： | 郗远霞,王林山.多重S-分布时滞二阶Hopfield神经网络的全局指数稳定性[J].滨州学院学报,2012(3):18-25. |
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| 作者姓名： | 郗远霞 王林山 |
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| 作者单位： | 中国海洋大学数学科学学院 |
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| 基金项目： | 国家自然科学基金资助项目(11171374);山东省自然科学基金重点资助项目(ZR2011AZ001) |
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| 摘 要： | 利用不等式、拓扑度理论以及Lyapunov泛函方法研究了一类多重S-分布时滞二阶Hopfield神经网络的全局指数稳定性,给出了系统满足全局指数稳定的充分条件.
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| 关 键 词： | 多重S-分布时滞 二阶Hopfield神经网络 全局指数稳定性 |
Global Exponential Stability of Second-order Hopfield Neural Networks with Multiple S-type Distributed Time Delays |
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| XI Yuan-xia,WANG Lin-shan.Global Exponential Stability of Second-order Hopfield Neural Networks with Multiple S-type Distributed Time Delays[J].Journal of Binzhou University,2012(3):18-25. |
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| Authors: | XI Yuan-xia WANG Lin-shan |
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| Institution: | (School of Mathematics,Ocean University of China,Qingdao 266100,China) |
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| Abstract: | This paper studies the problem of global exponential stability of second-order neural networks with multiple S-type distributed time delays.By using topological degree theory as well as differential inequality technique and Lyapunov functional,some easily verifiable sufficient conditions are obtained. |
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| Keywords: | multiple S-type distributed time delays second-order neural networks global exponential stability |
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