| 任意非线性函数的神经网络实现及其仿真分析 |
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| 引用本文： | 胡建元,黄心汉.任意非线性函数的神经网络实现及其仿真分析[J].系统仿真学报,1992,4(4):33-38,51. |
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| 作者姓名： | 胡建元 黄心汉 |
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| 作者单位： | 华中理工大学自动控制系
(胡建元，黄心汉)，华中理工大学自动控制系(陈锦江) |
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| 摘 要： | 本文采用计算机仿真的方法,对多层神经网络描述任意有界非线性函数的特性进行了分析和实验验证,并对网络的隐层数和每一隐层的神经元个数给网络输出带来的影响进行了分析,同时给出了仿真结果。
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| 关 键 词： | 非线性函数 神经网络 仿真 |
The Simulation Analysis of Realization of Any Nonlinear Function By Using Neural Network |
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| Hu Jianyuan Huang Xinhan Chen Jinjiang.The Simulation Analysis of Realization of Any Nonlinear Function By Using Neural Network[J].Journal of System Simulation,1992,4(4):33-38,51. |
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| Authors: | Hu Jianyuan Huang Xinhan Chen Jinjiang |
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| Institution: | Hu Jianyuan Huang Xinhan Chen Jinjiang
Department of Automation Control,Huazhong University of Technology |
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| Abstract: | In this paper, the property that a multi-layered neural network can describe any bounded nonlinear function is analyzed and verified by simulation experiment. The effect of the number of hidden layer neurons on network output is also analyzed, and the simulation results are given. |
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| Keywords: | Nonlinear function Layered neural network Back-propagation Simulation analysis |
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