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Representation of concept lattices by bidirectional associative memories
1Institute for Research and Application of Fuzzy Modeling, University of Ostrava, Czech Republic.
Neural Computation
|October 14, 2000
Abstract:
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.