DocumentCode
350975
Title
Bearance of noise on performance and distribution of computations using DTB
Author
Duro, R.J. ; Santos, J.
Author_Institution
Dept. Ingenieria Ind., Univ. of Coruna, Spain
Volume
1
fYear
1999
fDate
1999
Firstpage
109
Abstract
In this work we perform a study of how noise influences the operation of time delay based networks trained using the discrete time backpropagation (DTB) algorithm on signal prediction problems in terms of the prediction goodness ratio. The noise in the inputs and targets is considered. In addition, the influence of noise on the distribution of computations throughout the nodes of the network is tested
Keywords
neural nets; discrete time backpropagation; learning; neural networks; noise; signal prediction; time delay based networks;
fLanguage
English
Publisher
iet
Conference_Titel
Artificial Neural Networks, 1999. ICANN 99. Ninth International Conference on (Conf. Publ. No. 470)
Conference_Location
Edinburgh
ISSN
0537-9989
Print_ISBN
0-85296-721-7
Type
conf
DOI
10.1049/cp:19991093
Filename
819550
Link To Document