| BP神经网络的算法改进及应用 |
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| 引用本文： | 王爽,张鹰,吕瑞霞.BP神经网络的算法改进及应用[J].数字社区&智能家居,2009,5(2):933-935. |
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| 作者姓名： | 王爽 张鹰 吕瑞霞 |
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| 作者单位： | 西华师范大学计算机学院,四川南充637002 |
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| 摘 要： | 文章介绍了目前人工神经网络领域中BP神经网络的特点及其算法原理，以BP网络算法的缺点为出发点，从不同方面对BP算法进行改进，从而加快了网络的收敛速度，优化了网络的拓扑结构，最后对BP网络在实际中的主要应用进行了讨论。
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| 关 键 词： | 人工神经网络 BP算法 算法改进 |
BP Neural Network Algorithm Improvement and Application |
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| WANG Shuang,ZHANG Ying,LV Rui-xia.BP Neural Network Algorithm Improvement and Application[J].Digital Community & Smart Home,2009,5(2):933-935. |
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| Authors: | WANG Shuang ZHANG Ying LV Rui-xia |
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| Affiliation: | (China West Normal University Comnuter College, Nanchong 637002, China) |
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| Abstract: | The article describes the current artificial neural networks in the field of BP neural network algorithm and its characteristics so as to the shortcomings of the BP network algorithm as the starting point from the different aspects of BP algorithm, so as to speed up the convergence of network and optimize the network topology Structure, the last of the BP network in the main practical applications are discussed. |
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| Keywords: | artificial neural networks BP algorithm algorithm improvement |
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