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(Neural Computation. 2000;12:2279-2290.)
© 2000 The MIT Press

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Representation of Concept Lattices by Bidirectional Associative Memories

Radim Belohlávek

Institute for Research and Application of Fuzzy Modeling, University of Ostrava, CZ-701 03 Ostrava, Czech Republic and Department of Computer Science, Technical University of Ostrava, CZ-708 33 Ostrava, Czech Republic

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.




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Home page
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R. Rajapakse and M. Denham
Fast Access to Concepts in Concept Lattices via Bidirectional Associative Memories
Neural Comput., October 1, 2005; 17(10): 2291 - 2300.
[Abstract] [Full Text] [PDF]


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