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《Journal of Jilin University(Science Edition)》 2006-01
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Application of Neural Network in the Analysis of Near-infrared Spectra

ZUO Ping~(1,2),MA Si-liang~1,MA Jie~3(1.Institute of Mathematics,Jilin University,Changchun 130012,China;2.Department of Mathematics,PLA Air Force Aerotechnical University,Changchun 130022;3.College of Software,Jilin University,Changchun 130012,China)  
A practical manual neural network model was designed to make the location of target and predication.We used error backward direction propagation calculation method and established three-layer neural(network) to solve the problems of serious overlap of spectral peaks and big noise in the spectrum analysis.When the quantity of samples to be located is significant,We employed manual neural network method to(analyze) and discuss the corn's protein content and near-infrared spectrum.By analyzing the experimental(result) it is concluded that manual neural network method is superior to linear regression method and partial(least-squares) method.
【Fund】: 国家科技攻关项目基金(批准号:2001BA512B04(01))
【CateGory Index】: TP183;TN219
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