Feature selection of infrared spectra analysis with convolutional neural network

Jingjing Xia,Jixiong Zhang,Yanmei Xiong,Shungeng Min

Spectrochimica Acta Part A: Molecular and Biomolecular Spectroscopy（2022）

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摘要

•Explored the contribution of each neuron in the Flatten layer.•Proposed a strategy to extract features in CNN model.•Selected active variables and performed chemical interpretability.

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关键词

CNN,Feature extraction,Variables selection,PLS

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