DocumentCode
394393
Title
A comparative research on wavelet neural networks
Author
Gao, Xieping
Author_Institution
Inf. Eng. Coll., Xiangtan Univ., Hunan, China
Volume
4
fYear
2002
fDate
18-22 Nov. 2002
Firstpage
1699
Abstract
Based on the wavelet and multiwavelet theory, some new notions of wavelet neural networks and multiwavelet neural networks have been proposed as an alternative to feedforward neural networks for approximating arbitrary nonlinear functions by some scholars recently. In this paper we give a comparative research on (multi-)wavelet neural networks,especially emphasized on their mathematical basis,the systematic synthesis, and the efficacy analysis,such as the "curse of dimensionality". Some experiments are given to verify the efficiency of wavelet neural networks.
Keywords
neural nets; wavelet transforms; approximating arbitrary nonlinear functions; efficacy analysis; multiwavelet neural networks; wavelet neural networks; Artificial neural networks; Discrete wavelet transforms; Educational institutions; Feedforward neural networks; Function approximation; Network synthesis; Neural networks; Signal processing; Signal processing algorithms; Wavelet analysis;
fLanguage
English
Publisher
ieee
Conference_Titel
Neural Information Processing, 2002. ICONIP '02. Proceedings of the 9th International Conference on
Print_ISBN
981-04-7524-1
Type
conf
DOI
10.1109/ICONIP.2002.1198965
Filename
1198965
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