DocumentCode
2970888
Title
A modified multifrequency oscillation learning method for analog neural networks employing a phase multiplexing technique
Author
Miyao, Hiroshi ; Noguchi, Kazuhiro ; Matsumoto, Takao
Author_Institution
NTT Transmission Syst. Labs., Kanagawa, Japan
Volume
3
fYear
1993
fDate
25-29 Oct. 1993
Firstpage
2571
Abstract
A modified multifrequency oscillation learning method employing the phase multiplexing technique for the weight and threshold correction process is proposed. An exclusive-OR learning experiment based on the method is performed using learning hardware, and the results show good agreement with the simulation results.
Keywords
feedforward neural nets; learning (artificial intelligence); multiplexing; analog neural networks; exclusive-OR learning experiment; learning hardware; modified multifrequency oscillation learning method; phase multiplexing technique; threshold correction; weight correction; Backpropagation algorithms; Error correction; Hardware; Learning systems; Neural networks; Phase detection; Phase frequency detector; RF signals; Radio frequency; Signal generators;
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.1993.714249
Filename
714249
Link To Document