| 离散Hopfield神经网络的稳定性分析 |
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| 引用本文： | 牛燕影. 离散Hopfield神经网络的稳定性分析[J]. 燕山大学学报, 2004, 28(5): 459-462 |
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| 作者姓名： | 牛燕影 |
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| 作者单位： | 燕山大学,继续教育学院,河北,秦皇岛,066004 |
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| 摘 要： | 利用能量函数推广了一些关于离散Hopfield神经网络稳定性结论，同时给出了稳定点存在的一个充要条件，最后给出了几个有趣的例子，揭示这类网络渐进行为的复杂性。
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| 关 键 词： | 离散Hopfield神经网络 能量函数 稳定性分析 稳定点 复杂性 渐进行为 充要条件 推广 |
| 文章编号： | 1007-791X(2004)05-0459-04 |
| 修稿时间： | 2004-04-20 |
Stability analysis of discrete-time Hopfield neural networks |
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| NIU Yan-ying. Stability analysis of discrete-time Hopfield neural networks[J]. Journal of Yanshan University, 2004, 28(5): 459-462 |
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| Authors: | NIU Yan-ying |
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| Affiliation: | NIU Yan-ying1 |
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| Abstract: | In this paper, some results for discrete-time Hopfield neural networks are presented, which extend the stability results by the useofenergy function.Further-more,necessary and sufficient conditionfor the existenceand uniqueofnetwork,s equilibrium point is established. Several examples are given to illustrate the complexity of the asymptoticall behavior of this kind of networks. |
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| Keywords: | energy function discrete-time Hopfield neural networks asymptoticall behavior of network |
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