Topology preservation in self-organizing maps 论文

摘要

This paper concentrates on the following issues: (1) discussion on what kind of mapping is produced by the SOM algorithm; (2) introduction of a quantitative measure of continuity for the mapping produced by SOM; (3) introduction of a variant of SOM, called the AdSOM, with locally adapting neighborhood radii.