| 自适应滤波算法的神经网络实现 |
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| 引用本文： | 张鹏,王金城. 自适应滤波算法的神经网络实现[J]. 微计算机信息, 2003, 19(7): 1-1,3 |
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| 作者姓名： | 张鹏 王金城 |
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| 作者单位： | 116023,大连理工大学电子与信息学院 |
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| 摘 要： | 为了提高传统自适应滤波器求解权值的速度。本文在Hopfield神经网络的基础上，提出了自适应滤波算法的神经网络硬件实现。从理论上进行了分析，并进行了仿真。
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| 关 键 词： | 自适应滤波算法 神经网络 自适应滤波器 能量函数 |
| 文章编号： | 1008-0570(2003)07-0001-01 |
The Realization of Adaptive Filtering Based On Neural Networks |
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| Zhang,Peng Wang,Jincheng. The Realization of Adaptive Filtering Based On Neural Networks[J]. Control & Automation, 2003, 19(7): 1-1,3 |
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| Authors: | Zhang Peng Wang Jincheng |
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| Affiliation: | (school of electronics and information of Dalian University of technology,Dalian,116023) Zhang,Peng Wang,Jincheng |
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| Abstract: | On the basis of the Hopfield neural networks, this paper presents the adaptive algorithm through neural networks in order to raise the speed of conventional adaptive filter. The paper also analyses its theory and hardware realization, meanwhile, the simulation is also given. |
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| Keywords: | neural networks adaptive filtering LMS algorithm with variable step |
| 本文献已被 CNKI 维普 万方数据 等数据库收录！ |
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