Multi-Winners Self-organizing Bidirectional Associative Memory

Jiongtao Huang, Masafumi Hagiwara

Research output: Chapter in Book/Report/Conference proceedingConference contribution

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
Title of host publicationProceedings of the IEEE International Conference on Systems, Man and Cybernetics
Editors Anon
PublisherIEEE
Pages3641-3646
Number of pages6
Volume4
Publication statusPublished - 1998
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

Other

OtherProceedings of the 1998 IEEE International Conference on Systems, Man, and Cybernetics. Part 3 (of 5)
CitySan Diego, CA, USA
Period98/10/1198/10/14

Fingerprint

Data storage equipment

ASJC Scopus subject areas

  • Hardware and Architecture
  • Control and Systems Engineering

Cite this

Huang, J., & Hagiwara, M. (1998). Multi-Winners Self-organizing Bidirectional Associative Memory. In Anon (Ed.), Proceedings of the IEEE International Conference on Systems, Man and Cybernetics (Vol. 4, pp. 3641-3646). IEEE.

Multi-Winners Self-organizing Bidirectional Associative Memory. / Huang, Jiongtao; Hagiwara, Masafumi.

Proceedings of the IEEE International Conference on Systems, Man and Cybernetics. ed. / Anon. Vol. 4 IEEE, 1998. p. 3641-3646.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Huang, J & Hagiwara, M 1998, Multi-Winners Self-organizing Bidirectional Associative Memory. in Anon (ed.), Proceedings of the IEEE International Conference on Systems, Man and Cybernetics. vol. 4, IEEE, pp. 3641-3646, Proceedings of the 1998 IEEE International Conference on Systems, Man, and Cybernetics. Part 3 (of 5), San Diego, CA, USA, 98/10/11.
Huang J, Hagiwara M. Multi-Winners Self-organizing Bidirectional Associative Memory. In Anon, editor, Proceedings of the IEEE International Conference on Systems, Man and Cybernetics. Vol. 4. IEEE. 1998. p. 3641-3646
Huang, Jiongtao ; Hagiwara, Masafumi. / Multi-Winners Self-organizing Bidirectional Associative Memory. Proceedings of the IEEE International Conference on Systems, Man and Cybernetics. editor / Anon. Vol. 4 IEEE, 1998. pp. 3641-3646
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