Geoffrey E. Hinton

University of New Brunswick

Pilot corpus only

This score is computed over theSindex pilot corpus and does not cover the full scientific literature. Scores are relative to papers we have ingested — papers, authors, and institutions outside the pilot are not represented. Methodology.

Top 100%percentile

0Author DataRank

Indexed papers

0in pilot corpus

datarank_citation_only_1hop_v6· scope data_onlyMethodology

Papers

Driven by 11 papers. Top paper: “Modeling Natural Images Using Gated MRFs”.

Modeling Natural Images Using Gated MRFs

IEEE Transactions on Pattern Analysis and Machine Intelligence(2013)10.1109/tpami.2013.29

N/A

3.6DataRank · unranked

62 citations

Volodymyr Mnih, Joshua M. Susskind, Geoffrey E. Hinton, Marc’Aurelio Ranzato, Marc'Aurelio Ranzato

Deep learning

Nature(2015)10.1038/nature14539

N/A

1.7DataRank · unranked

79092 citations

Yoshua Bengio, Geoffrey E. Hinton, Yann LeCun

ImageNet classification with deep convolutional neural networks

Communications of the ACM(2017)10.1145/3065386

N/A

1.7DataRank · unranked

75672 citations

Ilya Sutskever, Geoffrey E. Hinton, Alex Krizhevsky

Learning representations by back-propagating errors

Nature(1986)10.1038/323533a0

N/A

1.5DataRank · unranked

30361 citations

Geoffrey E. Hinton, Ronald J. Williams, David E. Rumelhart

Reducing the Dimensionality of Data with Neural Networks

Science(2006)10.1126/science.1127647

N/A

1.5DataRank · unranked

20744 citations

R. R. Salakhutdinov, Geoffrey E. Hinton, Ruslan Salakhutdinov

A Fast Learning Algorithm for Deep Belief Nets

Neural Computation(2006)10.1162/neco.2006.18.7.1527

N/A

1.5DataRank · unranked

16313 citations

Simon Osindero, Yee-Whye Teh, Yee‐Whye Teh, Geoffrey E. Hinton

Deep Neural Networks for Acoustic Modeling in Speech Recognition: The Shared Views of Four Research Groups

IEEE Signal Processing Magazine(2012)10.1109/msp.2012.2205597

N/A

1.4DataRank · unranked

10254 citations

Li Deng, Dong Yu, Abdel-rahman Mohamed, Navdeep Jaitly, Andrew W. Senior +8 more

Speech recognition with deep recurrent neural networks

2013 IEEE International Conference on Acoustics, Speech and Signal Processing(2013)10.1109/icassp.2013.6638947

N/A

1.4DataRank · unranked

8792 citations

Abdel-rahman Mohamed, Abdelrahman Mohamed, Geoffrey E. Hinton, Alex Graves

Phoneme recognition using time-delay neural networks

IEEE Transactions on Acoustics, Speech, and Signal Processing(1989)10.1109/29.21701

N/A

1.2DataRank · unranked

2642 citations

T. Hanazawa, K. Shikano, K.J. Lang, Alexander Waibel, Toshiyuki Hanazawa +4 more

Acoustic Modeling Using Deep Belief Networks

IEEE Transactions on Audio, Speech, and Language Processing(2012)10.1109/tasl.2011.2109382

N/A

1.1DataRank · unranked

1744 citations

George E. Dahl, Abdelrahman Mohamed, Geoffrey E. Hinton, Abdel-rahman Mohamed

The "Wake-Sleep" Algorithm for Unsupervised Neural Networks

Science(1995)10.1126/science.7761831

N/A

1.1DataRank · unranked

1114 citations

Peter Dayan, Brendan J. Frey, Radford M. Neal, Geoffrey E. Hinton