Abstract
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.
| Original language | English |
|---|---|
| Pages (from-to) | 3641-3646 |
| Number of pages | 6 |
| Journal | Proceedings of the IEEE International Conference on Systems, Man and Cybernetics |
| Volume | 4 |
| Publication status | Published - 1998 Dec 1 |
| Event | Proceedings of the 1998 IEEE International Conference on Systems, Man, and Cybernetics. Part 3 (of 5) - San Diego, CA, USA Duration: 1998 Oct 11 → 1998 Oct 14 |
ASJC Scopus subject areas
- Control and Systems Engineering
- Hardware and Architecture