DocumentCode
329053
Title
Backpropagation networks including time delay elements (BPD)
Author
Nishi, Masaaki ; Furuya, Junji ; Nakamura, Tadao
Author_Institution
Fac. of Educ., Yamaguchi Univ., Japan
Volume
2
fYear
1993
fDate
25-29 Oct. 1993
Firstpage
1681
Abstract
Multilayered neural networks are applied to many problems. These networks need many learning iterations and can not directly handle the time sequence signals. In this paper the authors propose the backpropagation network (BPD) with time delay elements in the feedback. The backpropagation network described does not need as many learning iterations and is usable as a nonlinear filter.
Keywords
backpropagation; feedback; multilayer perceptrons; backpropagation networks; feedback; learning iterations; multilayered neural networks; nonlinear filter; time delay elements; Backpropagation algorithms; Delay effects; Equations; Neural networks; Neurofeedback; Nonlinear filters; Output feedback; Signal processing;
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.1993.716976
Filename
716976
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