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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Veröffentlicht in:	Journal of innovative optical health science 2017-03, Vol.10 (2), p.1630011-1630011-10
Hauptverfasser:	Yang, Huihua, Hu, Baichao, Pan, Xipeng, Yan, Shengke, Feng, Yanchun, Zhang, Xuebo, Yin, Lihui, Hu, Changqin
Format:	Artikel
Sprache:	eng
Schlagworte:	Deep belief networks dropout drug classification near infrared spectroscopy
Online-Zugang:	Volltext
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