| 变延时神经网络周期解的指数稳定性 |
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| 引用本文： | 李冠军,徐进.变延时神经网络周期解的指数稳定性[J].皖西学院学报,2008,24(5). |
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| 作者姓名： | 李冠军 徐进 |
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| 作者单位： | 淮南师范学院数学系,安徽淮南,232001 |
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| 基金项目： | 安徽省高校青年教师科研项目，安徽省自然科学基金，淮南师范学院校科研和教改项目 |
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| 摘 要： | 避免构造Lyapunov函数的困难,运用广义Halanay不等式讨论了一类变延时递归神经网络周期解的指数稳定性,给出新的判据,这些判据在实际中易于检验。
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| 关 键 词： | 递归神经网络 周期解 Halanay不等式 |
The Exponential Stability of Periodic Solutions for Neural Networks with Time-varying Delays |
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| LI Guan-jun,XU Jin.The Exponential Stability of Periodic Solutions for Neural Networks with Time-varying Delays[J].Journal of Wanxi University,2008,24(5). |
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| Authors: | LI Guan-jun XU Jin |
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| Abstract: | Avoiding the difficulty of constructing a proper Lyapunov function,the generalized Halanay inequality approach is employed to study the exponential stability of periodic solution for delayed recurrent neural networks.The obtained criteria can be easily checked in the areas of the practical projects. |
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| Keywords: | recurrent neural networks periodic solution Halanay inequality |
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