Multi-Winners Self-organizing Bidirectional Associative Memory

Jiongtao Huang, Masafumi Hagiwara

Research output: Contribution to journalConference article

2 Citations (Scopus)

Abstract

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.

Original languageEnglish
Pages (from-to)3641-3646
Number of pages6
JournalProceedings of the IEEE International Conference on Systems, Man and Cybernetics
Volume4
Publication statusPublished - 1998 Dec 1
EventProceedings of the 1998 IEEE International Conference on Systems, Man, and Cybernetics. Part 3 (of 5) - San Diego, CA, USA
Duration: 1998 Oct 111998 Oct 14

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ASJC Scopus subject areas

  • Control and Systems Engineering
  • Hardware and Architecture

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