A combined multi-winner multidirectional associative memory

Jiongtao Huang, Masafumi Hagiwara

研究成果: Review article査読

13 被引用数 (Scopus)

抄録

We propose a new multidirectional associative memory (MAM) termed combined multi-winner MAM (CMW-MAM) using a distributed representation paradigm in this paper. The proposed CMW-MAM stores and recalls information hierarchically by the distributed representations which are automatically generated in the networks. The proposed CMW-MAM can handle analog information and it can store and recall composite many-to-many memory structures such as episodes-to-episodes associations. The association properties for the storage of composite many-to-many memory structures such as associations from some episodes to other episodes are studied. The basic properties for many-to-many association such as storage capacity, noise performance and robustness are also investigated in detail.

本文言語English
ページ(範囲)369-389
ページ数21
ジャーナルNeurocomputing
48
1-4
DOI
出版ステータスPublished - 2002 10

ASJC Scopus subject areas

  • Computer Science Applications
  • Cognitive Neuroscience
  • Artificial Intelligence

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