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1
Scene Recognition by Manifold Regularized Deep Learning Architecture
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Scene Recognition by Manifold Regularized Deep Learning Architecture

Yuan, Yuan ; Mou, Lichao ; Lu, Xiaoqiang

IEEE transaction on neural networks and learning systems, 2015-10, Vol.26 (10), p.2222-2233

United States: IEEE

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2
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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3
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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4
DRINet for Medical Image Segmentation
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DRINet for Medical Image Segmentation

Chen, Liang ; Bentley, Paul ; Mori, Kensaku ; Misawa, Kazunari ; Fujiwara, Michitaka ; Rueckert, Daniel

IEEE transactions on medical imaging, 2018-11, Vol.37 (11), p.2453-2462

United States: IEEE

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5
Toward Full-Stack Acceleration of Deep Convolutional Neural Networks on FPGAs
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Toward Full-Stack Acceleration of Deep Convolutional Neural Networks on FPGAs

Liu, Shuanglong ; Fan, Hongxiang ; Ferianc, Martin ; Niu, Xinyu ; Shi, Huifeng ; Luk, Wayne

IEEE transaction on neural networks and learning systems, 2022-08, Vol.33 (8), p.3974-3987

United States: IEEE

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6
Deep and Shallow Architecture of Multilayer Neural Networks
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Deep and Shallow Architecture of Multilayer Neural Networks

Chang, Chih-Hung

IEEE transaction on neural networks and learning systems, 2015-10, Vol.26 (10), p.2477-2486

United States: IEEE

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7
Continual Learning of Recurrent Neural Networks by Locally Aligning Distributed Representations
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Continual Learning of Recurrent Neural Networks by Locally Aligning Distributed Representations

Ororbia, Alexander ; Mali, Ankur ; Giles, C. Lee ; Kifer, Daniel

IEEE transaction on neural networks and learning systems, 2020-10, Vol.31 (10), p.4267-4278

United States: IEEE

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8
Neural Network Training With Levenberg-Marquardt and Adaptable Weight Compression
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Neural Network Training With Levenberg-Marquardt and Adaptable Weight Compression

Smith, James S. ; Wu, Bo ; Wilamowski, Bogdan M.

IEEE transaction on neural networks and learning systems, 2019-02, Vol.30 (2), p.580-587

United States: IEEE

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9
Deep Cascade Learning
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Deep Cascade Learning

Marquez, Enrique S. ; Hare, Jonathon S. ; Niranjan, Mahesan

IEEE transaction on neural networks and learning systems, 2018-11, Vol.29 (11), p.5475-5485

United States: IEEE

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10
An Incremental Design of Radial Basis Function Networks
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An Incremental Design of Radial Basis Function Networks

Hao Yu ; Reiner, Philip D. ; Tiantian Xie ; Bartczak, Tomasz ; Wilamowski, Bogdan M.

IEEE transaction on neural networks and learning systems, 2014-10, Vol.25 (10), p.1793-1803

United States: IEEE

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