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。
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 theimproved model can do much better in keeping the topological relations of the patterns. The experiments show that this model is much better for applications, hencebetter practial result.
出处
《自动化学报》
EI
CSCD
北大核心
1994年第3期338-341,共4页
Acta Automatica Sinica
关键词
人工
神经网络
Kohonen模型
映射
artificial neural network
Kohonen's model
self-organization.
