Abstract
A new Multidirectional Associative Memory (MAM) named Combined Multi-Winner MAM (CMW-MAM) using distributed representation paradigm has been proposed and the association properties for storage of complex memory structure have been studied. 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 CMW-MAM 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 language | English |
|---|---|
| Pages | 764-769 |
| Number of pages | 6 |
| Publication status | Published - 1999 Dec 1 |
| Event | International Joint Conference on Neural Networks (IJCNN'99) - Washington, DC, USA Duration: 1999 Jul 10 → 1999 Jul 16 |
Other
| Other | International Joint Conference on Neural Networks (IJCNN'99) |
|---|---|
| City | Washington, DC, USA |
| Period | 99/7/10 → 99/7/16 |
ASJC Scopus subject areas
- Software
- Artificial Intelligence
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Cite this
Huang, J., & Hagiwara, M. (1999). Combined multi-winner multidirectional associative memory. 764-769. Paper presented at International Joint Conference on Neural Networks (IJCNN'99), Washington, DC, USA, .