A Multi-Winner Associative Memory

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概要

• 論文の詳細を見る

• We propose a new associative memory named Multi-Winner Associative Memory (MWAM) and study its bidirectional association properties in this paper. The proposed MWAM has two processes for pattern pairs storage: storage process and recall process. For the storage process, the proposed MWAM can represent a half of pattern pair in the distributed representation layer and can store the correspondence of pattern and its representation using the upward weights. In addition, the MWAM can store the correspondence of the distributed representation and the other half of pattern pair in the downward weights. For the recall process, the MWAM can recall information bidirectionally: a half of the stored pattern pair can be recalled by receiving the other half in the input-output layer for any stored pattern pairs.

• 社団法人電子情報通信学会の論文
• 1999-07-25

著者

• Hagiwara Masafumi

  Faculty Of Science And Technology Keio University

• HUANG Jiongtao

  Faculty of Science and Technology, Keio University

• Huang J

  Keio Univ. Yokohama Jpn

関連論文

• Parallel-Hierarchical Neural Network for 3D Object Recognition
• A Multi-Winner Associative Memory
• Analysis of Momentum Term in Back-Propagation
• Quick Learning for Bidirectional Associative Memory (Special Issue on Neurocomputing)

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