THE APPLICATION OF WAVELET NEURAL-NETWORK IN SPECTRAL DATA-COMPRESSION AND CLASSIFICATION

Authors
YU K ZHANG YS JIANG DS
Citation
K. Yu et al., THE APPLICATION OF WAVELET NEURAL-NETWORK IN SPECTRAL DATA-COMPRESSION AND CLASSIFICATION, Hongwai yu haomibo xuebao, 17(3), 1998, pp. 215-220
Citations number
5
Categorie Soggetti
Optics
Journal title
Hongwai yu haomibo xuebao → ACNP
ISSN journal
10019014
Volume
17
Issue
3
Year of publication
1998
Pages
215 - 220
Database
ISI
SICI code
1001-9014(1998)17:3<215:TAOWNI>2.0.ZU;2-K
Abstract
A new model of neural network-wavelet neural network was introduced. T he chemical substance infrared spectral compression representation and classification were realized with adaptive network structure and daug hter wavelet, and the satisfactory results were gained, This demonstra tes that the wavelet network has bright application prospects and adva ntages in spectra processing.