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 |
|---|---|
| Title of host publication | Proceedings of the International Joint Conference on Neural Networks |
| Publisher | IEEE |
| Pages | 764-769 |
| Number of pages | 6 |
| Volume | 2 |
| Publication status | Published - 1999 |
| 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 |
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ASJC Scopus subject areas
- Software
Cite this
Combined multi-winner multidirectional associative memory. / Huang, Jiongtao; Hagiwara, Masafumi.
Proceedings of the International Joint Conference on Neural Networks. Vol. 2 IEEE, 1999. p. 764-769.Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
}
TY - GEN
T1 - Combined multi-winner multidirectional associative memory
AU - Huang, Jiongtao
AU - Hagiwara, Masafumi
PY - 1999
Y1 - 1999
N2 - 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.
AB - 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.
UR - http://www.scopus.com/inward/record.url?scp=0033344767&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=0033344767&partnerID=8YFLogxK
M3 - Conference contribution
AN - SCOPUS:0033344767
VL - 2
SP - 764
EP - 769
BT - Proceedings of the International Joint Conference on Neural Networks
PB - IEEE
ER -