DocumentCode :
2971230
Title :
Networks of neural oscillators as associative memory
Author :
Fukai, Tomoki
Author_Institution :
Dept. of Electron., Tokai Univ., Kanagawa, Japan
Volume :
3
fYear :
1993
fDate :
25-29 Oct. 1993
Firstpage :
2634
Abstract :
Associative memory networks comprising neural oscillators are proposed. The neural oscillators are assumed to represent activities of columns in the present network models. Memory retrieval is attained by either fixed-point behaviour or phase-locking oscillations. For the latter case, phase-rotator networks are derived from the original models and are shown to have excellent retrieval ability.
Keywords :
associative processing; content-addressable storage; neural nets; phase locked oscillators; associative memory; fixed-point behaviour; memory retrieval; network model; neural oscillators; phase-locking oscillations; phase-rotator networks; Associative memory; Equations; Information processing; Limit-cycles; Oscillators; Stability; Transfer functions;
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.1993.714264
Filename :
714264
Link To Document :
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