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Material Type: Artigo
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NONPARAMETRIC REGRESSION USING DEEP NEURAL NETWORKS WITH RELU ACTIVATION FUNCTIONSchmidt-Hieber, JohannesThe Annals of statistics, 2020-08, Vol.48 (4), p.1875-1897 [Periódico revisado por pares]Hayward: Institute of Mathematical StatisticsTexto completo disponível |
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2 |
Material Type: Artigo
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Convolutional neural network architectures for predicting DNA-protein bindingZeng, Haoyang ; Edwards, Matthew D ; Liu, Ge ; Gifford, David KBioinformatics, 2016-06, Vol.32 (12), p.i121-i127 [Periódico revisado por pares]England: Oxford University PressTexto completo disponível |
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Material Type: Artigo
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PPSF: A Privacy-Preserving and Secure Framework Using Blockchain-Based Machine-Learning for IoT-Driven Smart CitiesKumar, Prabhat ; Kumar, Randhir ; Srivastava, Gautam ; Gupta, Govind P. ; Tripathi, Rakesh ; Gadekallu, Thippa Reddy ; Xiong, Neal N.IEEE transactions on network science and engineering, 2021-07, Vol.8 (3), p.2326-2341 [Periódico revisado por pares]Piscataway: IEEETexto completo disponível |
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Material Type: Artigo
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AutoMSR: Auto Molecular Structure Representation Learning for Multi-label Metabolic Pathway PredictionChen, Jiamin ; Gao, Jianliang ; Lyu, Tengfei ; Oloulade, Babatounde Moctard ; Hu, XiaohuaIEEE/ACM transactions on computational biology and bioinformatics, 2023-11, Vol.20 (6), p.3430-3439 [Periódico revisado por pares]United States: IEEETexto completo disponível |
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Material Type: Artigo
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Fast Matrix-Free Evaluation of Discontinuous Galerkin Finite Element OperatorsKronbichler, Martin ; Kormann, KatharinaACM transactions on mathematical software, 2019-08, Vol.45 (3), p.1-40, Article 29 [Periódico revisado por pares]New York, NY, USA: ACMTexto completo disponível |
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6 |
Material Type: Artigo
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The Generalization Error of Random Features Regression: Precise Asymptotics and the Double Descent CurveMei, Song ; Montanari, AndreaCommunications on pure and applied mathematics, 2022-04, Vol.75 (4), p.667-766 [Periódico revisado por pares]Melbourne: John Wiley & Sons Australia, LtdTexto completo disponível |
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Material Type: Artigo
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Finding lncRNA-Protein Interactions Based on Deep Learning With Dual-Net Neural ArchitecturePeng, Lihong ; Wang, Chang ; Tian, Xiongfei ; Zhou, Liqian ; Li, KeqinIEEE/ACM transactions on computational biology and bioinformatics, 2022-11, Vol.19 (6), p.3456-3468 [Periódico revisado por pares]United States: IEEETexto completo disponível |
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8 |
Material Type: Artigo
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The unreasonable effectiveness of deep learning in artificial intelligenceSejnowski, Terrence J.Proceedings of the National Academy of Sciences - PNAS, 2020-12, Vol.117 (48), p.30033-30038 [Periódico revisado por pares]United States: National Academy of SciencesTexto completo disponível |
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Material Type: Artigo
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Protein-Protein Interaction Interface Residue Pair Prediction Based on Deep Learning ArchitectureZhao, Zhenni ; Gong, XinqiIEEE/ACM transactions on computational biology and bioinformatics, 2019-09, Vol.16 (5), p.1753-1759 [Periódico revisado por pares]United States: IEEETexto completo disponível |
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10 |
Material Type: Artigo
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Physics-informed multi-LSTM networks for metamodeling of nonlinear structuresZhang, Ruiyang ; Liu, Yang ; Sun, HaoComputer methods in applied mechanics and engineering, 2020-09, Vol.369, p.113226, Article 113226 [Periódico revisado por pares]Amsterdam: Elsevier B.VTexto completo disponível |