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Author
Geoffrey E. Hinton
also known as G E Hinton, G HINTON, G Hinton
University of New Brunswick · Canadian Institute for Advanced Research · Boston University · Goethe University Frankfurt
About this author
Works
384
Cited by
446,865
h-index
137
i10
303
Top papers
Deep learning
Yann LeCun, Yoshua Bengio, Geoffrey E. Hinton
·
2015
·
Nature
↗ 80,188
OA
ImageNet classification with deep convolutional neural networks
Alex Krizhevsky, Ilya Sutskever, Geoffrey E. Hinton
·
2017
·
Communications of the ACM
↗ 75,673
OA
Visualizing Data using t-SNE
Laurens van der Maaten, Geoffrey E. Hinton
·
2008
·
Journal of Machine Learning Research
↗ 35,711
Dropout: a simple way to prevent neural networks from overfitting
Nitish Srivastava, Geoffrey E. Hinton, Alex Krizhevsky, et al.
·
2014
↗ 34,246
Learning representations by back-propagating errors
David E. Rumelhart, Geoffrey E. Hinton, Ronald J. Williams
·
1986
·
Nature
↗ 30,398
Reducing the Dimensionality of Data with Neural Networks
Geoffrey E. Hinton, Ruslan Salakhutdinov
·
2006
·
Science
↗ 20,765
A Fast Learning Algorithm for Deep Belief Nets
Geoffrey E. Hinton, Simon Osindero, Yee‐Whye Teh
·
2006
·
Neural Computation
↗ 16,322
Distilling the Knowledge in a Neural Network
Geoffrey E. Hinton, Oriol Vinyals, Jay B. Dean
·
2015
·
arXiv (Cornell University)
↗ 13,924
OA
Rectified Linear Units Improve Restricted Boltzmann Machines
Vinod Nair, Geoffrey E. Hinton
·
2010
·
International Conference on Machine Learning
↗ 13,237
Deep Neural Networks for Acoustic Modeling in Speech Recognition: The Shared Views of Four Research Groups
Geoffrey E. Hinton, Li Deng, Dong Yu, et al.
·
2012
·
IEEE Signal Processing Magazine
↗ 10,258
Speech recognition with deep recurrent neural networks
Alex Graves, Abdelrahman Mohamed, Geoffrey E. Hinton
·
2013
↗ 8,795
A Simple Framework for Contrastive Learning of Visual Representations
Ting Chen, Simon Kornblith, Mohammad Norouzi, et al.
·
2020
·
arXiv (Cornell University)
↗ 7,319
OA
Books
Parallel models of associative memory
1989
·
Psychology Press