| 动态神经网络的稳定性分析 |
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| 引用本文： | 徐立新,董春雷,王常虹. 动态神经网络的稳定性分析[J]. 航天控制, 1996, 0(3) |
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| 作者姓名： | 徐立新 董春雷 王常虹 |
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| 作者单位： | 哈尔滨工业大学控制工程系 |
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| 摘 要： | 应用李亚普诺夫稳定性理论推导出Ｈｏｐｆｉｅｌｄ网络绝对稳定的充分条件。对本文的结果与其它Ｈｏｐｆｉｅｌｄ网络稳定性判据的关系作出讨论。为Ｈｏｐｆｉｅｌｄ网络稳定性分析提供了新的途径。
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| 关 键 词： | 网络，稳定性，分析，李亚普诺夫函数 |
Stability Analysis for a Continuous Recurrent Newral Network |
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| Xu Lixin, Dong Chunlei, Wang Changhong. Stability Analysis for a Continuous Recurrent Newral Network[J]. Aerospace Control, 1996, 0(3) |
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| Authors: | Xu Lixin Dong Chunlei Wang Changhong |
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| Affiliation: | Department of Control Engineering Harbin Institute of Technology 150001 |
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| Abstract: | By lyapunov stability theory two sufficient conditions for the absolute stability of Hopfield network are drawn. Differences between results of this paper and conditions in other articles are discussed. A new method for stability analysis of developed Hopfield network is provided. |
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| Keywords: | Network Stability Analyzing Lyapunov function |
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