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
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;
Conference_Titel :
Neural Networks, 1993. IJCNN '93-Nagoya. Proceedings of 1993 International Joint Conference on
Print_ISBN :
0-7803-1421-2
DOI :
10.1109/IJCNN.1993.714249
