Kohonen自组织特征映射模型的推广
An Improvement on Kohonen's Self-Organizing Model
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摘要: 基于拓扑特征保持的观点,对Kohonen自组织特征映射模型进行了推广和理论分析.实 验结果表明,采用推广后的模型,能够使自组织特征映射更好地保持特征空间的拓扑性质,从 而达到更好的应用效果.Abstract: Based on the fact that the topological feature of patterns are usually conserved. We have improved the Kohonen's self-organizing model, and it turns out that the improved model can do much better in keeping the topological relations of the patterns. The experiments show that this model is much better for applications, hence better practial result.
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Key words:
- artificial neural network /
- Kohonen's model /
- self-organization
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