Deep belief network-based drug identification using near infrared spectroscopy

Deep belief network-based drug identification using near infrared spectroscopy

Near infrared spectroscopy (NIRS) analysis technology, combined with chemometrics, can be effectively used in quick and nondestructive analysis of quality and category. In this paper, an effective drug identification method by using deep belief network (DBN) with dropout mechanism (dropout-DBN) to m...

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Bibliographic Details
Main Authors: Huihua Yang, Baichao Hu, Xipeng Pan, Shengke Yan, Yanchun Feng, Xuebo Zhang, Lihui Yin, Changqin Hu
Format: Article
Language:English
Published: World Scientific Publishing 2017-03-01
Series:Journal of Innovative Optical Health Sciences
Subjects:
Deep belief networks
near infrared spectroscopy
drug classification
dropout
Online Access:http://www.worldscientific.com/doi/pdf/10.1142/S1793545816300111

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