Representation of concept lattices by bidirectional associative memories.
This article presents a concept interpretation of patterns for bidirectional associative memory (BAM) and a representation of hierarchical structures of concepts (concept lattices) by BAMs. The constructive representation theorem provides a storing rule for a training set that allows a concept interpretation. Examples demonstrating the theorems are presented.
Bĕlohlávek
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Institute for Research and Application of Fuzzy Modeling, University of Ostrava, Czech Republic.
D001245:Association Learning / Q000502:physiology*; D006801:Humans; D008568:Memory / Q000502:physiology*; D008959:Models, Neurological; D016571:Neural Networks, Computer; D013850:Thinking / Q000502:physiology