Category regions as new geometrical concepts in Fuzzy-ART and Fuzzy-ARTMAP

@article{Anagnostopoulos2002CategoryRA,
  title={Category regions as new geometrical concepts in Fuzzy-ART and Fuzzy-ARTMAP},
  author={Georgios C. Anagnostopoulos and Michael Georgiopoulos},
  journal={Neural networks : the official journal of the International Neural Network Society},
  year={2002},
  volume={15 10},
  pages={1205-21}
}
In this paper we introduce novel geometric concepts, namely category regions, in the original framework of Fuzzy-ART (FA) and Fuzzy-ARTMAP (FAM). The definitions of these regions are based on geometric interpretations of the vigilance test and the F2 layer competition of committed nodes with uncommitted ones, that we call commitment test. It turns out that… CONTINUE READING