Representation of Concept Lattices by Bidirectional Associative Memories

Author:

Bělohlávek Radim1

Affiliation:

1. 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

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.

Publisher

MIT Press - Journals

Subject

Cognitive Neuroscience,Arts and Humanities (miscellaneous)

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2. Three-way conceptual approach for cognitive memory functionalities;International Journal of Machine Learning and Cybernetics;2016-09-17

3. Formal concept analysis approach to cognitive functionalities of bidirectional associative memory;Biologically Inspired Cognitive Architectures;2015-04

4. Modeling Associative Memories Using Formal Concept Analysis;Advances in Intelligent Systems and Computing;2015

5. Taxonomical Associative Memory;Cognitive Computation;2012-12-05

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