DocumentCode :
328407
Title :
Associative memory using spatiotemporal chaos
Author :
Ishii, Shin ; Fukumizu, Kenji ; Watanabe, Sumio
Author_Institution :
Res. & Dev. Center, Ricoh Co. Ltd., Yokohama, Japan
Volume :
3
fYear :
1993
fDate :
25-29 Oct. 1993
Firstpage :
2638
Abstract :
Proposes an associative memory system using the globally coupled map (GCM) model. In the authors´ system, a spatial frozen state is treated as a memory pattern, and the associating process is conducted by controlling the strength of each element´s chaos. The authors´ experimental results suggest that the dynamics of their associative memory system is better than that of the Hopfield model.
Keywords :
chaos; content-addressable storage; neural nets; associating process; associative memory system; globally coupled map model; memory pattern; spatial frozen state; spatiotemporal chaos; Artificial neural networks; Associative memory; Chaos; Chaotic communication; Control systems; Logistics; Orbits; Postal services; Research and development; Spatiotemporal phenomena;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Neural Networks, 1993. IJCNN '93-Nagoya. Proceedings of 1993 International Joint Conference on
Print_ISBN :
0-7803-1421-2
Type :
conf
DOI :
10.1109/IJCNN.1993.714265
Filename :
714265
Link To Document :
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