New Multidirectional Associative Memory based on distributed representation and its applications

Jiongtao Huang, Masafumi Hagiwara

Research output: Contribution to journalConference article

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
Pages (from-to)I-194 - I-199
JournalProceedings of the IEEE International Conference on Systems, Man and Cybernetics
Volume1
Publication statusPublished - 1999 Dec 1
Event1999 IEEE International Conference on Systems, Man, and Cybernetics 'Human Communication and Cybernetics' - Tokyo, Jpn
Duration: 1999 Oct 121999 Oct 15

ASJC Scopus subject areas

  • Control and Systems Engineering
  • Hardware and Architecture

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