| 小波神经网络的构造及其算法的鲁棒性分析 |
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| 引用本文： | 张邦礼,李银国.小波神经网络的构造及其算法的鲁棒性分析[J].重庆大学学报(自然科学版),1995,18(6):88-95. |
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| 作者姓名： | 张邦礼 李银国 |
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| 作者单位： | 重庆大学信息工程学院，重庆建筑高等专科学校 |
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| 摘 要： | 研究了用于非线性函数逼近的小波神经网络的结构设计方法；证明了在存在噪声干扰及网络设计误差的情况下，网络训练过程具有指数收敛性和鲁棒平稳性。
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| 关 键 词： | 神经网络 小波变换 收敛性 鲁棒性 |
Construction of Wavelet Neural Networks and its Robustness Analysis of Learning Algorithm |
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| Zhang Bangli LjYingguo,Cao Changxiu.Construction of Wavelet Neural Networks and its Robustness Analysis of Learning Algorithm[J].Journal of Chongqing University(Natural Science Edition),1995,18(6):88-95. |
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| Authors: | Zhang Bangli LjYingguo Cao Changxiu |
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| Institution: | Zhang Bangli LjYingguo;Cao Changxiu |
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| Abstract: | In this paper,a method of constructing the wavelet neural networks for nonlin-ear fun ctional approximation is discussed.The expon ential convergence of the training process andits robust stability to the noise perturbances and the network design errors are also proved. |
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| Keywords: | neural networks wavelet transform convergence robustness |
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