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Geoffrey E. Hinton | Researchclopedia

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Geoffrey E. Hinton

384

Works

444,574

Citations

137

h-index

303

i10-index

Research Topics

Neural Networks and Applications Generative Adversarial Networks and Image Synthesis Music and Audio Processing

Affiliations

University of New Brunswick1990–2015

Canadian Institute for Advanced Research1989–2005

Boston University2010–2010

Goethe University Frankfurt2011–2011

Google (United States)2014–2023

Top Works

Yann LeCun,Yoshua Bengio,et al.

201579,303 citations

Domain Adaptation and Few-Shot Learning

ImageNet classification with deep convolutional neural networks

Alex Krizhevsky,Ilya Sutskever,et al.

201775,550 citations

Visualizing Data using t-SNE

Laurens van der Maaten,Geoffrey E. Hinton

200835,663 citations

Dropout: a simple way to prevent neural networks from overfitting

Nitish Srivastava,Geoffrey E. Hinton,et al.

201434,179 citations

Learning representations by back-propagating errors

David E. Rumelhart,Geoffrey E. Hinton,et al.

198630,082 citations

Reducing the Dimensionality of Data with Neural Networks

Geoffrey E. Hinton,Ruslan Salakhutdinov

200620,644 citations

A Fast Learning Algorithm for Deep Belief Nets

Geoffrey E. Hinton,Simon Osindero,et al.

200616,258 citations

Distilling the Knowledge in a Neural Network

Geoffrey E. Hinton,Oriol Vinyals,et al.

201513,898 citations

Rectified Linear Units Improve Restricted Boltzmann Machines

Vinod Nair,Geoffrey E. Hinton

201013,200 citations