RamanCMP: A Raman spectral classification acceleration method based on lightweight model and model compression techniques

In recent years, Raman spectroscopy combined with deep learning techniques has been widely used in various fields such as medical, chemical, and geological. However, there is still room for optimization of deep learning techniques and model compression algorithms for processing Raman spectral data....

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Veröffentlicht in:	Analytica chimica acta Jg. 1278; S. 341758
Hauptverfasser:	Gong, Zengyun, Chen, Chen, Chen, Cheng, Li, Chenxi, Tian, Xuecong, Gong, Zhongcheng, Lv, Xiaoyi
Format:	Journal Article
Sprache:	Englisch
Veröffentlicht:	Elsevier B.V 16.10.2023
Schlagworte:	Lightweight model Model compression Raman spectroscopy RamanCMP Lightweight model Raman spectroscopy RamanCMP Model compression
ISSN:	0003-2670, 1873-4324, 1873-4324
Online-Zugang:	Volltext
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