| 改进的小波神经网络及其Matlab仿真 |
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| 引用本文： | 陈雪艳,单晓敏,吴晓强. 改进的小波神经网络及其Matlab仿真[J]. 内蒙古民族大学学报(自然科学版), 2011, 26(4) |
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| 作者姓名： | 陈雪艳 单晓敏 吴晓强 |
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| 作者单位： | 内蒙古民族大学机械工程学院,内蒙古通辽,028000 |
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| 摘 要： | 针对小波神经网络存在的不足,对其结构进行改进：构造四层结构的小波网络,增加一层隐含层,并在这一层中将网络输入不同类型的参数进行分类综合.改进后的网络结构更具直观性和物理意义,且网络权值被大大精简,提高了网络的训练和收敛速度.
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| 关 键 词： | 神经网络 小波神经网络 Matlab仿真 |
Improved Wavelet Neural Network and Its Matlab Simulation |
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| Abstract: | An improved wavelet neural network is presented according to existing insufficiency of WNN：adding a hidden layer in which parameters can be classified with different types.The improved WNN has more intuitive and physical meaning,network weights have been greatly streamlined and convergence rate has been improved. |
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| Keywords: | Neural network Wavelet neural network Matlab simulation |
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