المؤلفون: Xin-Yu Lu, Chen-Yue Wang, Hui Tang, Yi-Fei Qin, Li Cui, Xiang Wang, Guo-Kun Liu, Bin Ren

مصطلحات موضوعية: Genetics, Space Science, Environmental Sciences not elsewhere classified, Biological Sciences not elsewhere classified, Chemical Sciences not elsewhere classified, Information Systems not elsewhere classified, residual neural network, facilitate vibrational spectroscopy, derived extracellular vesicles, depthwise separable convolutions, different physiological states, based convolutional encoder, extracting spectral features, subtle differences offered, including infrared absorption, appropriate patch size, local spectral features, pace helped improve, deep learning algorithm, spectral classification balancing, based algorithms, balancing local, spectral classification, temporal resolutions, surface science, still far, simultaneously extract, recent development, raman scattering, raman identification

Relation: https://figshare.com/articles/journal_contribution/Patch-Based_Convolutional_Encoder_A_Deep_Learning_Algorithm_for_Spectral_Classification_Balancing_the_Local_and_Global_Information/25180232

الاتاحة: https://doi.org/10.1021/acs.analchem.3c03889.s001
https://figshare.com/articles/journal_contribution/Patch-Based_Convolutional_Encoder_A_Deep_Learning_Algorithm_for_Spectral_Classification_Balancing_the_Local_and_Global_Information/25180232

المؤلفون: Xin-Yu Lu, Chen-Yue Wang, Hui Tang, Yi-Fei Qin, Li Cui, Xiang Wang, Guo-Kun Liu, Bin Ren

مصطلحات موضوعية: Genetics, Space Science, Environmental Sciences not elsewhere classified, Biological Sciences not elsewhere classified, Chemical Sciences not elsewhere classified, Information Systems not elsewhere classified, residual neural network, facilitate vibrational spectroscopy, derived extracellular vesicles, depthwise separable convolutions, different physiological states, based convolutional encoder, extracting spectral features, subtle differences offered, including infrared absorption, appropriate patch size, local spectral features, pace helped improve, deep learning algorithm, spectral classification balancing, based algorithms, balancing local, spectral classification, temporal resolutions, surface science, still far, simultaneously extract, recent development, raman scattering, raman identification

Relation: https://figshare.com/articles/journal_contribution/Patch-Based_Convolutional_Encoder_A_Deep_Learning_Algorithm_for_Spectral_Classification_Balancing_the_Local_and_Global_Information/25180232

الاتاحة: https://doi.org/10.1021/acs.analchem.3c03889.s001