Understanding the learning mechanism of convolutional neural networks in spectral analysis
Xiaolei Zhang, Jinfan Xu, Jie Yang, Li Chen, Haibo Zhou, Xiangjiang Liu, Haifeng Li, Tao Lin, Yibin Ying
Topics & Concepts
Pattern recognition (psychology)Artificial intelligenceConvolutional neural networkLinear discriminant analysisDiscriminative modelPartial least squares regressionPoolingFeature (linguistics)VisualizationComputer scienceChemistryMachine learningPhilosophyLinguisticsSpectroscopy and Chemometric AnalysesSpectroscopy Techniques in Biomedical and Chemical ResearchAdvanced Chemical Sensor Technologies