ML Anthology

Representation of Concept Lattices by Bidirectional Associative Memories

Radim Belohlávek
NeCo 2000 pp. 2279-2290
doi:10.1162/089976600300014935 /neco/2000/belohlavek2000neco-representation/

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.

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Cite

Text

Belohlávek. "Representation of Concept Lattices by Bidirectional Associative Memories." Neural Computation, 2000. doi:10.1162/089976600300014935

Markdown

[Belohlávek. "Representation of Concept Lattices by Bidirectional Associative Memories." Neural Computation, 2000.](https://mlanthology.org/neco/2000/belohlavek2000neco-representation/) doi:10.1162/089976600300014935

BibTeX

@article{belohlavek2000neco-representation,
  title     = {{Representation of Concept Lattices by Bidirectional Associative Memories}},
  author    = {Belohlávek, Radim},
  journal   = {Neural Computation},
  year      = {2000},
  pages     = {2279-2290},
  doi       = {10.1162/089976600300014935},
  volume    = {12},
  url       = {https://mlanthology.org/neco/2000/belohlavek2000neco-representation/}
}