| 利用Hopfield神经网络实现自适应滤波器 |
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| 引用本文： | 刘茜君,陈钧量.利用Hopfield神经网络实现自适应滤波器[J].中山大学学报论丛,1992(2). |
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| 作者姓名： | 刘茜君 陈钧量 |
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| 作者单位： | 中山大学无线电电子学系，中山大学无线电电子学系 1989级硕士研究生 |
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| 摘 要： | 针对两种不同结构的Hopfield神经网络,本文提出分别适当选取该神经网络的连接权值来实现LMS自适应滤波和自适应格型滤波的方法。并分析了实现自适应滤波的HOP-field神经网络的稳定性及其滤波性能.
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| 关 键 词： | Hopfield神经网络 LMS自适应算法 自适应格型滤波器 |
Implementation of Adaptive Filter Using Hopfield Neural Networks |
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| Liu Qianjun,Chen Junliang.Implementation of Adaptive Filter Using Hopfield Neural Networks[J].Supplement to the Journal of Sun Yatsen University,1992(2). |
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| Authors: | Liu Qianjun Chen Junliang |
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| Institution: | Liu Qianjun;Chen Junliang Department of Radio and Electronics |
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| Abstract: | Based on two kinds of Hopfield Neural Networks with different struc- ture, we proposed in this paper methods to implement LMS adaptive filtering and adaptive lattice filtering by selecting the weigths of Hopfield Neural Network and analysised its stability and filtering ability. |
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| Keywords: | Hopfield neural networks LMS adaptive filtering adaptive lattice filtering |
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