We propose a new Bidirectional Associative Memory (BAM) named Multi-Winners Self-organizing Bidirectional Associative Memory (MWS-BAM) in this paper. The proposed MWS-BAM has two processes for pattern pairs storage: storage process and recall process. For the storage process, the proposed MWS-BAM can represent one piece of pattern pair distributedly in the distributed representation layer and stores the relation using the upward weights. In addition, the MWS-BAM can store the relation of the distributed representation and the other piece of pattern pair in the downward weights. For the recall process, the MWS-BAM can recall information bidirectionally: one piece of the stored pattern pair by receiving the other piece in the input-output layer for any stored pattern pairs.
|ジャーナル||Proceedings of the IEEE International Conference on Systems, Man and Cybernetics|
|出版ステータス||Published - 1998 12 1|
|イベント||Proceedings of the 1998 IEEE International Conference on Systems, Man, and Cybernetics. Part 3 (of 5) - San Diego, CA, USA|
継続期間: 1998 10 11 → 1998 10 14
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