Improved Deep CNN with Parameter Initialization for Data Analysis of Near-Infrared Spectroscopy Sensors

Near-infrared (NIR) spectral sensors can deliver the spectral response of light absorbed by materials. Data analysis technology based on NIR sensors has been a useful tool for quality identification. In this paper, an improved deep convolutional neural network (CNN) with batch normalization and MSRA...

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Detalles Bibliográficos
Autores principales: Wang, Di, Tian, Fengchun, Yang, Simon X., Zhu, Zhiqin, Jiang, Daiyu, Cai, Bin
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2020
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7038673/
https://www.ncbi.nlm.nih.gov/pubmed/32041366
http://dx.doi.org/10.3390/s20030874

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