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Deep Residual Learning for Nonlinear Regression

Deep learning plays a key role in the recent developments of machine learning. This paper develops a deep residual neural network (ResNet) for the regression of nonlinear functions. Convolutional layers and pooling layers are replaced by fully connected layers in the residual block. To evaluate the...

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Detalhes bibliográficos
Publicado no:Entropy (Basel)
Main Authors: Chen, Dongwei, Hu, Fei, Nian, Guokui, Yang, Tiantian
Formato: Artigo
Idioma:Inglês
Publicado em: MDPI 2020
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC7516619/
https://ncbi.nlm.nih.gov/pubmed/33285968
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.3390/e22020193
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