| 基于MATLAB的自组织竞争神经网络聚类研究 |
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| 引用本文： | 汪海波,张海臣,段雪丽. 基于MATLAB的自组织竞争神经网络聚类研究[J]. 邢台职业技术学院学报, 2005, 22(1): 45-47 |
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| 作者姓名： | 汪海波 张海臣 段雪丽 |
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| 作者单位： | 1. 北京科技大学,土木与环境工程学院,北京,100083
2. 邢台职业技术学院,河北,邢台,054035 |
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| 摘 要： | 自组织竞争神经网络通过对网络输入权值的调整，使所有权矢量都在输入矢量空间相互分离，形成了各自代表输入空间的一类模式，从而实现聚类功能。应用MATLAB工具葙提供的函数，可以用自组织神经网络进行聚类分析和仿真。
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| 关 键 词： | 聚类分析 自组织竞争神经网络 竞争层 仿真 |
| 文章编号： | 1008-6129(2005)01-0045-03 |
| 修稿时间： | 2004-10-18 |
Cluster Analysis of Self-organizing Competitive Neutral Net Based on MATLAB |
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| WANG Hai-bo,ZHANG Hai-chen,DUAN Xue-li. Cluster Analysis of Self-organizing Competitive Neutral Net Based on MATLAB[J]. , 2005, 22(1): 45-47 |
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| Authors: | WANG Hai-bo ZHANG Hai-chen DUAN Xue-li |
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| Affiliation: | WANG Hai-bo1,ZHANG Hai-chen2,DUAN Xue-li2 |
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| Abstract: | Self-organizing competitive neutral net can make the weights separate mutually through the adjustment of the input weights, and the weights can represent different models in different space. So the input can be clustered by the self-organizing competitive neutral net. We can do clustering and simulating with the self-organizing competitive neutral net by using MATLAB toolboxes. |
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| Keywords: | cluster self-organizing competitive neutral net competitive layer stimulate |
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