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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Vydáno v:	Analytica chimica acta Ročník 1278; s. 341758
Hlavní autoři:	Gong, Zengyun, Chen, Chen, Chen, Cheng, Li, Chenxi, Tian, Xuecong, Gong, Zhongcheng, Lv, Xiaoyi
Médium:	Journal Article
Jazyk:	angličtina
Vydáno:	Elsevier B.V 16.10.2023
Témata:	Lightweight model Model compression Raman spectroscopy RamanCMP Lightweight model Raman spectroscopy RamanCMP Model compression
ISSN:	0003-2670, 1873-4324, 1873-4324
On-line přístup:	Získat plný text
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