Geoffrey E. Hinton

University of Toronto (CA)

Research Areas

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H-index

137

Publications

380

Citations

441068

i10-index

300

Publications & Citations Over Time

Top Cited Publications

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Title	Year	Citations
Deep learning	2015	77667
ImageNet classification with deep convolutional ne...	2017	75544
Visualizing Data using t-SNE	2008	35660
Dropout: a simple way to prevent neural networks f...	2014	34170
Learning representations by back-propagating error...	1986	29569
Reducing the Dimensionality of Data with Neural Ne...	2006	20429
A Fast Learning Algorithm for Deep Belief Nets	2006	16148
Distilling the Knowledge in a Neural Network	2015	13817
Rectified Linear Units Improve Restricted Boltzman...	2010	13199
Deep Neural Networks for Acoustic Modeling in Spee...	2012	10149

Publications

1.
Deep learning
Year: 2015Citations: 77667DOI: 10.1038/nature14539
2.
ImageNet classification with deep convolutional neural networks
Year: 2017Citations: 75544DOI: 10.1145/3065386
3.
Visualizing Data using t-SNE
Year: 2008Citations: 35660
4.
Dropout: a simple way to prevent neural networks from overfitting
Year: 2014Citations: 34170
5.
Learning representations by back-propagating errors
Year: 1986Citations: 29569DOI: 10.1038/323533a0
6.
Reducing the Dimensionality of Data with Neural Networks
Year: 2006Citations: 20429DOI: 10.1126/science.1127647
7.
A Fast Learning Algorithm for Deep Belief Nets
Year: 2006Citations: 16148DOI: 10.1162/neco.2006.18.7.1527
8.
Distilling the Knowledge in a Neural Network
Year: 2015Citations: 13817DOI: 10.48550/arxiv.1503.02531
9.
Rectified Linear Units Improve Restricted Boltzmann Machines
Year: 2010Citations: 13199
10.
Deep Neural Networks for Acoustic Modeling in Speech Recognition: The Shared Views of Four Research Groups
Year: 2012Citations: 10149DOI: 10.1109/msp.2012.2205597

About Geoffrey E. Hinton

Geoffrey E. Hinton is a researcher with 380 publications and 441068 citations. They are affiliated with University of Toronto. Their research focuses on . With an h-index of 137, they are among the top researchers in their field.

Citation Distribution

Distribution of citations across publications

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Research Area Breakdown

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Impact Metrics Over Time

Citations per publication by year