Autoencoder

Results: 93



#Item
41Mathematics / Recurrent neural network / Artificial neural network / Feedforward neural network / Activation function / Backpropagation / Sigmoid function / Autoencoder / Logistic function / Neural networks / Cybernetics / Science

Understanding the difficulty of training deep feedforward neural networks Xavier Glorot Yoshua Bengio DIRO, Universit´e de Montr´eal, Montr´eal, Qu´ebec, Canada

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Source URL: jmlr.org

Language: English - Date: 2010-03-31 18:50:33
42Mathematics / Mathematical optimization / Stochastic gradient descent / Convex optimization / Gradient descent / Backpropagation / Perceptron / Gradient method / Autoencoder / Neural networks / Numerical analysis / Applied mathematics

On the importance of initialization and momentum in deep learning Ilya Sutskever1 James Martens George Dahl Geoffrey Hinton

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Source URL: www.cs.toronto.edu

Language: English - Date: 2013-05-14 14:30:22
43Statistics / Spiking neural network / Backpropagation / Feedforward neural network / Synaptic weight / Autoencoder / Artificial neural network / Types of artificial neural networks / Neural networks / Cybernetics / Science

Department of Computer Science On the use of Cortical Principles in Deep Learning Benjamin Pryke __________________________________________

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Source URL: dl.dropboxusercontent.com

Language: English
44Artificial intelligence / Computational neuroscience / Computational statistics / Autoencoder / Artificial neural network / Supervised learning / Unsupervised learning / Boltzmann machine / Backpropagation / Neural networks / Machine learning / Statistics

Adaptive dropout for training deep neural networks Lei Jimmy Ba Brendan Frey Department of Electrical and Computer Engineering University of Toronto jimmy,

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Source URL: papers.nips.cc

Language: English - Date: 2014-11-25 16:08:01
45Autoencoder / THE multiprogramming system / Parsing / Network architecture / Electronic engineering / Neural networks / Pedestrian detection / Surveillance

Pedestrian Parsing via Deep Decompositional Network Ping Luo1,3 Xiaogang Wang2 Xiaoou Tang1,3∗ 1 Department of Information Engineering, The Chinese University of Hong Kong

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Source URL: mmlab.ie.cuhk.edu.hk

Language: English - Date: 2013-12-19 01:46:14
46Science / Boltzmann machine / Overfitting / Autoencoder / Speech recognition / Canadian Institute for Advanced Research / Backpropagation / MIMIC / Neural networks / Statistics / Cybernetics

Do Deep Nets Really Need to be Deep? Rich Caruana Microsoft Research

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Source URL: papers.nips.cc

Language: English - Date: 2015-01-20 14:19:55
47Artificial intelligence / Autoencoder / Boltzmann machine / DBm / Geoffrey Hinton / Deep learning / Neural networks / Machine learning / Science

Deep Boltzmann Machines as Feed-Forward Hierarchies Gr´ egoire Montavon Machine Learning Group TU Berlin

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Source URL: gregoire.montavon.name

Language: English - Date: 2012-02-14 06:18:21
48Science / Boltzmann machine / Recurrent neural network / Artificial neural network / Geoffrey Hinton / Autoencoder / Feedforward neural network / Conference on Neural Information Processing Systems / Backpropagation / Neural networks / Machine learning / Cybernetics

T RAINING R ECURRENT N EURAL N ETWORKS by Ilya Sutskever

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Source URL: www.cs.utoronto.ca

Language: English - Date: 2013-01-10 22:14:39
49Science / Networks / Computational neuroscience / Network architecture / Backpropagation / Early stopping / Autoencoder / Boltzmann machine / Bayesian network / Neural networks / Statistics / Machine learning

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Source URL: www.cs.toronto.edu

Language: English - Date: 2013-03-19 23:10:51
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