Combined multi-winner multidirectional associative memory

Jiongtao Huang, Masafumi Hagiwara

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

Abstract

A new Multidirectional Associative Memory (MAM) named Combined Multi-Winner MAM (CMW-MAM) using distributed representation paradigm has been proposed and the association properties for storage of complex memory structure have been studied. 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 CMW-MAM 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 International Joint Conference on Neural Networks
PublisherIEEE
Pages764-769
Number of pages6
Volume2
Publication statusPublished - 1999
EventInternational Joint Conference on Neural Networks (IJCNN'99) - Washington, DC, USA
Duration: 1999 Jul 101999 Jul 16

Other

OtherInternational Joint Conference on Neural Networks (IJCNN'99)
CityWashington, DC, USA
Period99/7/1099/7/16

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Data storage equipment

ASJC Scopus subject areas

  • Software

Cite this

Huang, J., & Hagiwara, M. (1999). Combined multi-winner multidirectional associative memory. In Proceedings of the International Joint Conference on Neural Networks (Vol. 2, pp. 764-769). IEEE.

Combined multi-winner multidirectional associative memory. / Huang, Jiongtao; Hagiwara, Masafumi.

Proceedings of the International Joint Conference on Neural Networks. Vol. 2 IEEE, 1999. p. 764-769.

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

Huang, J & Hagiwara, M 1999, Combined multi-winner multidirectional associative memory. in Proceedings of the International Joint Conference on Neural Networks. vol. 2, IEEE, pp. 764-769, International Joint Conference on Neural Networks (IJCNN'99), Washington, DC, USA, 99/7/10.
Huang J, Hagiwara M. Combined multi-winner multidirectional associative memory. In Proceedings of the International Joint Conference on Neural Networks. Vol. 2. IEEE. 1999. p. 764-769
Huang, Jiongtao ; Hagiwara, Masafumi. / Combined multi-winner multidirectional associative memory. Proceedings of the International Joint Conference on Neural Networks. Vol. 2 IEEE, 1999. pp. 764-769
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