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A Survey of the Usages of Deep Learning for Natural Language ProcessingOtter, Daniel W. ; Medina, Julian R. ; Kalita, Jugal K.IEEE transaction on neural networks and learning systems, 2021-02, Vol.32 (2), p.604-624United States: IEEETexto completo disponível |
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On the Complexity of Neural Network Classifiers: A Comparison Between Shallow and Deep ArchitecturesBianchini, Monica ; Scarselli, FrancoIEEE transaction on neural networks and learning systems, 2014-08, Vol.25 (8), p.1553-1565New York, NY: IEEETexto completo disponível |
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Efficient Online Learning Algorithms Based on LSTM Neural NetworksErgen, Tolga ; Kozat, Suleyman SerdarIEEE transaction on neural networks and learning systems, 2018-08, Vol.29 (8), p.3772-3783United States: IEEETexto completo disponível |
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Applications of Deep Learning and Reinforcement Learning to Biological DataMahmud, Mufti ; Kaiser, Mohammed Shamim ; Hussain, Amir ; Vassanelli, StefanoIEEE transaction on neural networks and learning systems, 2018-06, Vol.29 (6), p.2063-2079United States: IEEETexto completo disponível |
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Learning Temporal Information for Brain-Computer Interface Using Convolutional Neural NetworksSakhavi, Siavash ; Guan, Cuntai ; Yan, ShuichengIEEE transaction on neural networks and learning systems, 2018-11, Vol.29 (11), p.5619-5629United States: IEEETexto completo disponível |
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fpgaConvNet: Mapping Regular and Irregular Convolutional Neural Networks on FPGAsVenieris, Stylianos I. ; Bouganis, Christos-SavvasIEEE transaction on neural networks and learning systems, 2019-02, Vol.30 (2), p.326-342United States: IEEETexto completo disponível |
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A Particle Swarm Optimization-Based Flexible Convolutional Autoencoder for Image ClassificationSun, Yanan ; Xue, Bing ; Zhang, Mengjie ; Yen, Gary G.IEEE transaction on neural networks and learning systems, 2019-08, Vol.30 (8), p.2295-2309United States: IEEETexto completo disponível |
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Material Type: Artigo
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Reservoir Computing Approaches for Representation and Classification of Multivariate Time SeriesBianchi, Filippo Maria ; Scardapane, Simone ; Lokse, Sigurd ; Jenssen, RobertIEEE transaction on neural networks and learning systems, 2021-05, Vol.32 (5), p.2169-2179United States: IEEETexto completo disponível |
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Material Type: Artigo
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A Survey of Convolutional Neural Networks: Analysis, Applications, and ProspectsLi, Zewen ; Liu, Fan ; Yang, Wenjie ; Peng, Shouheng ; Zhou, JunIEEE transaction on neural networks and learning systems, 2022-12, Vol.33 (12), p.6999-7019United States: IEEETexto completo disponível |
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Material Type: Artigo
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Robust and Communication-Efficient Federated Learning From Non-i.i.d. DataSattler, Felix ; Wiedemann, Simon ; Muller, Klaus-Robert ; Samek, WojciechIEEE transaction on neural networks and learning systems, 2020-09, Vol.31 (9), p.3400-3413IEEETexto completo disponível |