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IEICE TRANSACTIONS on Information

Hardware Implementation of the Multifrequency Oscillation Learning Method for Analog Neural Networks

Hiroshi MIYAO, Masafumi KOGA, Takao MATSUMOTO

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Summary :

High-speed learning of neural networks using the multifrequency oscillation method is demonstrated for first time. During the learning of an analog neural network integrated circuit implementing the exclusive-OR' logic, weight and threshold values converge to steady states within 2 ms for a learning speed of 2 mega-patterns per second.

Publication
IEICE TRANSACTIONS on Information Vol.E76-D No.6 pp.717-728
Publication Date
1993/06/25
Publicized
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DOI
Type of Manuscript
LETTER
Category
Bio-Cybernetics

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