| Bp神经网络的Matlab实现 |
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| 引用本文： | 石云.Bp神经网络的Matlab实现[J].湘南学院学报,2010,31(5). |
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| 作者姓名： | 石云 |
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| 作者单位： | 安徽建筑工业学院机械与电气工程学院,合肥,230601 |
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| 基金项目： | 安徽建筑工业学院青年科研基金专项项目 |
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| 摘 要： | 介绍Bp神经网络以及利用Matlab神经网络工具箱构造Bp网络的方法,并阐述实现网络的关键问题,包括网络设计流程、学习规则选择、权重和阈值的训练与网络仿真.给出具体应用实例,构造一个典型三层结构的神经网络实现了具有函数逼近功能的Bp网络设计.
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| 关 键 词： | Bp神经网络 Matlab仿真 函数逼近 |
Realization of Bp Neural Network Based on Matlab |
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| SHI Yun.Realization of Bp Neural Network Based on Matlab[J].Journal of Xiangnan University,2010,31(5). |
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| Authors: | SHI Yun |
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| Institution: | SHI Yun(Architecture School of Mechanical , Electrical Engineering,Anhui University,Hefei 230601,China) |
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| Abstract: | This article introduces Bp neural network,and a method using the Matlab neural net tool kit to design Bp network was introduced.Moreover the key issues of network's realization,which includes designing process of network,selecting learning regulation,evolutionary training weight,threshold value and network emulation were illustrated in detail,and some application examples are given out.The design of a typical three-layer structure Bp Neural Network of function approximation is implemented. |
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| Keywords: | Bp neural network Matlab simulation function approximation |
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