New Multidirectional Associative Memory based on distributed representation and its applications

Jiongtao Huang, Masafumi Hagiwara

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

Abstract

We proposed a new Multidirectional Associative Memory (MAM) named Combined Multi-Winner MAM (CMW-MAM) using distributed representation paradigm and we studied the association properties for storage of complex memory structures. The conventional MAM stores and recalls information directly, however, the proposed CMW-MAM stores and recalls information hierarchically by the distributed representation which are formed automatically in the networks. The proposed CMWMAM can handle analog information and can store and recall more complex memory structures. The robustness against incomplete information and the robustness against internal damage is very strong.

Original languageEnglish
Title of host publicationProceedings of the IEEE International Conference on Systems, Man and Cybernetics
PublisherIEEE
Volume1
Publication statusPublished - 1999
Event1999 IEEE International Conference on Systems, Man, and Cybernetics 'Human Communication and Cybernetics' - Tokyo, Jpn
Duration: 1999 Oct 121999 Oct 15

Other

Other1999 IEEE International Conference on Systems, Man, and Cybernetics 'Human Communication and Cybernetics'
CityTokyo, Jpn
Period99/10/1299/10/15

Fingerprint

Data storage equipment

ASJC Scopus subject areas

  • Hardware and Architecture
  • Control and Systems Engineering

Cite this

Huang, J., & Hagiwara, M. (1999). New Multidirectional Associative Memory based on distributed representation and its applications. In Proceedings of the IEEE International Conference on Systems, Man and Cybernetics (Vol. 1). IEEE.

New Multidirectional Associative Memory based on distributed representation and its applications. / Huang, Jiongtao; Hagiwara, Masafumi.

Proceedings of the IEEE International Conference on Systems, Man and Cybernetics. Vol. 1 IEEE, 1999.

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

Huang, J & Hagiwara, M 1999, New Multidirectional Associative Memory based on distributed representation and its applications. in Proceedings of the IEEE International Conference on Systems, Man and Cybernetics. vol. 1, IEEE, 1999 IEEE International Conference on Systems, Man, and Cybernetics 'Human Communication and Cybernetics', Tokyo, Jpn, 99/10/12.
Huang J, Hagiwara M. New Multidirectional Associative Memory based on distributed representation and its applications. In Proceedings of the IEEE International Conference on Systems, Man and Cybernetics. Vol. 1. IEEE. 1999
Huang, Jiongtao ; Hagiwara, Masafumi. / New Multidirectional Associative Memory based on distributed representation and its applications. Proceedings of the IEEE International Conference on Systems, Man and Cybernetics. Vol. 1 IEEE, 1999.
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