| IPA模型对Hopfield模型神经网络的改进 |
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| 引用本文： | 路明哲,战元龄.IPA模型对Hopfield模型神经网络的改进[J].红外与毫米波学报,1994,13(2):119-123. |
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| 作者姓名： | 路明哲 战元龄 |
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| 作者单位： | 天津南开大学，天津南开大学物理系 |
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| 摘 要： | 考虑Ｈｏｐｆｉｅｌｄ模型中假态之间的布尔逻辑关系，提出利用ＩＰＡ模型对神经网络中的假态进行抑制，并和原网络的性能进行了比较，结果表明：改进后的网络性能比Ｈｏｐｆｉｅｌｄ模型和ＩＰＡ模型均有较大提高。
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| 关 键 词： | Hopfield模型 IPA模型 神经网络 |
IMPROVEMENT OF THE HOPFIELD MODEL WITH INTERPATTERN ASSOCIATION |
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| Lu Mingzhe,Pang Zhiliang,Liu Fulan,Mu Guoguang.IMPROVEMENT OF THE HOPFIELD MODEL WITH INTERPATTERN ASSOCIATION[J].Journal of Infrared and Millimeter Waves,1994,13(2):119-123. |
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| Authors: | Lu Mingzhe Pang Zhiliang Liu Fulan Mu Guoguang |
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| Abstract: | The interpattern association is proposed to suppress the stable false and oscillatory states in neural networks based on the Hopfield model, in consideration of the existence of Boolean logic relations in those states. The digital simulation of neural networks of the Hopfield model and the Hopfield model with interpattern association is shown. The Hopfield model with interpattern association is of higher performance than the Hopfield model. |
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| Keywords: | Hopfield model Hopfield model with interpattern association suppression false state oscillatory state |
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