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A Survey of the Usages of Deep Learning for Natural Language Processing
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A Survey of the Usages of Deep Learning for Natural Language Processing

Otter, Daniel W. ; Medina, Julian R. ; Kalita, Jugal K.

IEEE transaction on neural networks and learning systems, 2021-02, Vol.32 (2), p.604-624

United States: IEEE

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On the Complexity of Neural Network Classifiers: A Comparison Between Shallow and Deep Architectures
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On the Complexity of Neural Network Classifiers: A Comparison Between Shallow and Deep Architectures

Bianchini, Monica ; Scarselli, Franco

IEEE transaction on neural networks and learning systems, 2014-08, Vol.25 (8), p.1553-1565

New York, NY: IEEE

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Efficient Online Learning Algorithms Based on LSTM Neural Networks
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Efficient Online Learning Algorithms Based on LSTM Neural Networks

Ergen, Tolga ; Kozat, Suleyman Serdar

IEEE transaction on neural networks and learning systems, 2018-08, Vol.29 (8), p.3772-3783

United States: IEEE

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Applications of Deep Learning and Reinforcement Learning to Biological Data
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Applications of Deep Learning and Reinforcement Learning to Biological Data

Mahmud, Mufti ; Kaiser, Mohammed Shamim ; Hussain, Amir ; Vassanelli, Stefano

IEEE transaction on neural networks and learning systems, 2018-06, Vol.29 (6), p.2063-2079

United States: IEEE

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5
Learning Temporal Information for Brain-Computer Interface Using Convolutional Neural Networks
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Learning Temporal Information for Brain-Computer Interface Using Convolutional Neural Networks

Sakhavi, Siavash ; Guan, Cuntai ; Yan, Shuicheng

IEEE transaction on neural networks and learning systems, 2018-11, Vol.29 (11), p.5619-5629

United States: IEEE

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6
fpgaConvNet: Mapping Regular and Irregular Convolutional Neural Networks on FPGAs
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fpgaConvNet: Mapping Regular and Irregular Convolutional Neural Networks on FPGAs

Venieris, Stylianos I. ; Bouganis, Christos-Savvas

IEEE transaction on neural networks and learning systems, 2019-02, Vol.30 (2), p.326-342

United States: IEEE

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7
A Particle Swarm Optimization-Based Flexible Convolutional Autoencoder for Image Classification
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A Particle Swarm Optimization-Based Flexible Convolutional Autoencoder for Image Classification

Sun, Yanan ; Xue, Bing ; Zhang, Mengjie ; Yen, Gary G.

IEEE transaction on neural networks and learning systems, 2019-08, Vol.30 (8), p.2295-2309

United States: IEEE

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8
Reservoir Computing Approaches for Representation and Classification of Multivariate Time Series
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Reservoir Computing Approaches for Representation and Classification of Multivariate Time Series

Bianchi, Filippo Maria ; Scardapane, Simone ; Lokse, Sigurd ; Jenssen, Robert

IEEE transaction on neural networks and learning systems, 2021-05, Vol.32 (5), p.2169-2179

United States: IEEE

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9
A Survey of Convolutional Neural Networks: Analysis, Applications, and Prospects
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A Survey of Convolutional Neural Networks: Analysis, Applications, and Prospects

Li, Zewen ; Liu, Fan ; Yang, Wenjie ; Peng, Shouheng ; Zhou, Jun

IEEE transaction on neural networks and learning systems, 2022-12, Vol.33 (12), p.6999-7019

United States: IEEE

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Robust and Communication-Efficient Federated Learning From Non-i.i.d. Data
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Robust and Communication-Efficient Federated Learning From Non-i.i.d. Data

Sattler, Felix ; Wiedemann, Simon ; Muller, Klaus-Robert ; Samek, Wojciech

IEEE transaction on neural networks and learning systems, 2020-09, Vol.31 (9), p.3400-3413

IEEE

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