Multi-Winners Self-organizing Bidirectional Associative Memory

Jiongtao Huang, Masafumi Hagiwara

研究成果: Conference article査読

2 被引用数 (Scopus)

抄録

We propose a new Bidirectional Associative Memory (BAM) named Multi-Winners Self-organizing Bidirectional Associative Memory (MWS-BAM) in this paper. The proposed MWS-BAM has two processes for pattern pairs storage: storage process and recall process. For the storage process, the proposed MWS-BAM can represent one piece of pattern pair distributedly in the distributed representation layer and stores the relation using the upward weights. In addition, the MWS-BAM can store the relation of the distributed representation and the other piece of pattern pair in the downward weights. For the recall process, the MWS-BAM can recall information bidirectionally: one piece of the stored pattern pair by receiving the other piece in the input-output layer for any stored pattern pairs.

本文言語English
ページ(範囲)3641-3646
ページ数6
ジャーナルProceedings of the IEEE International Conference on Systems, Man and Cybernetics
4
出版ステータスPublished - 1998 12 1
イベントProceedings of the 1998 IEEE International Conference on Systems, Man, and Cybernetics. Part 3 (of 5) - San Diego, CA, USA
継続期間: 1998 10 111998 10 14

ASJC Scopus subject areas

  • 制御およびシステム工学
  • ハードウェアとアーキテクチャ

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