| 用神经网络实现变换群下的不变性方法 |
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| 引用本文： | 梁民,余少波,吉明,庄钊文,库锡树,吴玮.用神经网络实现变换群下的不变性方法[J].系统工程与电子技术,1992(12). |
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| 作者姓名： | 梁民 余少波 吉明 庄钊文 库锡树 吴玮 |
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| 作者单位： | 国防科技大学
(梁民，余少波，吉明，庄钊文，库锡树)，中国白城兵器测试中心(吴玮) |
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| 摘 要： | 对不变性的认识,特别是对变换群下的不变性的认知,一直是神经网络系统研究中最重要也是最困难的问题之一。本文首先介绍了用神经网络来实现变换群下的不变性主要方法,然后对这些方法进行了简要的评述,最后提出了一些我们自己的看法。
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| 关 键 词： | 计算机网络 神经网 知觉 不变性 |
Some Methods for Invariance Implementation under Transform Group Using Neural Networks |
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| Liang Min,Yu Shaobo,Ji Ming,Zhuang Zhaowen and Ku Xi shuNational University of Defense TechnologyWu WeiChina Baicheng Ordance Test Centre.Some Methods for Invariance Implementation under Transform Group Using Neural Networks[J].System Engineering and Electronics,1992(12). |
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| Authors: | Liang Min Yu Shaobo Ji Ming Zhuang Zhaowen and Ku Xi shuNational University of Defense TechnologyWu WeiChina Baicheng Ordance Test Centre |
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| Abstract: | The problem of invariance is both important and difficult in studies of neural networks. In this paper, four typical methods for invariance implementation under transform group using neural networks are introduced and the corresponding discussions are carried out. Finally, the prospects of the problem are outlined. |
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| Keywords: | Neural network Transfonn group Invariance |
| 本文献已被 CNKI 等数据库收录！ |
