| 浅谈BP神经网络在模式识别中的应用 |
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| 引用本文： | 林加乡,葛元.浅谈BP神经网络在模式识别中的应用[J].数字社区&智能家居,2011(7). |
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| 作者姓名： | 林加乡 葛元 |
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| 作者单位： | 上海海事大学信息工程学院; |
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| 摘 要： | 模式识别技术在各行各业都有广泛的应用。在工业检测、医疗仪器的样本检查分析、军事卫星侦察、人工智能方面有着举足轻重的作用。该文介绍基于BP神经网络的模式识别方法。运用一种基于BP神经网络的改进算法,将基于学习的思想引入到模式识别中,对样本数据进行学习和训练,形成良好的网络,最后对与已训练好的网络进行检验的整个过程,由于达到了一定的准确度,避开了传统方法计算属性权重的问题。
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| 关 键 词： | 模式识别 Bp神经网络 |
On BP Neural Network in Pattern Recognition Application |
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| LIN Jia-xiang,GE Yuan.On BP Neural Network in Pattern Recognition Application[J].Digital Community & Smart Home,2011(7). |
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| Authors: | LIN Jia-xiang GE Yuan |
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| Affiliation: | LIN Jia-xiang,GE Yuan(Information Engineering College,Shanghai Maritime University,Shanghai 200135,China) |
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| Abstract: | Pattern recognition technology,widely used in all works.Automatic detection of industrial and medical equipment on the inspection of samples,military satellites detect Police,intelligence has a pivotal role.This article describes the pattern recognition based on BP neural network method.Based on the use of BP Improved neural network algorithm,will be based learning is introduced into pattern recognition,data on the sample study and training,to form a good network Contact,and finally with the already trained... |
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| Keywords: | pattern recognition BP neural network |
| 本文献已被 CNKI 等数据库收录！ |
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