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