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Geoffrey E. Hinton

The Litlas record for Geoffrey E. Hinton includes 323 papers and 592,502 citations.

Active 1976–2025
323
Papers
592,502
Citations
152
h-index
295
i10-index

Citations

Citations per year for Geoffrey E. Hinton1905: 6 citations1970: 1 citations1973: 2 citations1975: 5 citations1977: 1 citations1978: 1 citations1979: 4 citations1980: 9 citations1981: 10 citations1982: 10 citations1983: 19 citations1984: 27 citations1985: 70 citations1986: 94 citations1987: 162 citations1988: 252 citations1989: 424 citations1990: 550 citations1991: 500 citations1992: 488 citations1993: 546 citations1994: 502 citations1995: 612 citations1996: 626 citations1997: 644 citations1998: 591 citations1999: 629 citations2000: 666 citations2001: 641 citations2002: 706 citations2003: 773 citations2004: 704 citations2005: 835 citations2006: 849 citations2007: 1,075 citations2008: 1,049 citations2009: 1,314 citations2010: 1,638 citations2011: 1,855 citations2012: 2,189 citations2013: 3,379 citations2014: 5,880 citations2015: 9,033 citations2016: 13,248 citations2017: 20,250 citations2018: 28,060 citations2019: 38,029 citations2020: 41,018 citations2021: 39,519 citations2022: 28,607 citations2023: 25,820 citations2024: 22,602 citations2025: 16,222 citations2026: 5,301 citations1906–1969: no citations, so these years are not shown1971–1972: no citations, so these years are not shown1974: no citations, so this year is not shown1976: no citations, so this year is not shown

Citation sources

Countries

World map of the countries and regions citing this authorChina: 75,669 citing papers, 25.9% of this breakdownUnited States: 54,413 citing papers, 18.6% of this breakdownUnited Kingdom: 16,766 citing papers, 5.7% of this breakdownGermany: 11,237 citing papers, 3.9% of this breakdownCanada: 9,300 citing papers, 3.2% of this breakdownIndia: 9,130 citing papers, 3.1% of this breakdownSouth Korea: 8,916 citing papers, 3.1% of this breakdownJapan: 8,804 citing papers, 3% of this breakdownAustralia: 8,291 citing papers, 2.8% of this breakdownFrance: 6,905 citing papers, 2.4% of this breakdownItaly: 5,994 citing papers, 2.1% of this breakdownHong Kong: 5,603 citing papers, 1.9% of this breakdownSingapore: 5,121 citing papers, 1.8% of this breakdownSpain: 4,564 citing papers, 1.6% of this breakdownSwitzerland: 4,021 citing papers, 1.4% of this breakdownNetherlands: 3,604 citing papers, 1.2% of this breakdownTaiwan: 3,470 citing papers, 1.2% of this breakdownBrazil: 2,640 citing papers, 0.9% of this breakdownTürkiye: 2,388 citing papers, 0.8% of this breakdownSaudi Arabia: 2,351 citing papers, 0.8% of this breakdownSweden: 2,172 citing papers, 0.8% of this breakdownIsrael: 2,115 citing papers, 0.7% of this breakdownIran: 1,879 citing papers, 0.7% of this breakdownBelgium: 1,739 citing papers, 0.6% of this breakdownPakistan: 1,616 citing papers, 0.6% of this breakdownGreece: 1,610 citing papers, 0.6% of this breakdownFinland: 1,608 citing papers, 0.6% of this breakdownAustria: 1,570 citing papers, 0.5% of this breakdownPoland: 1,524 citing papers, 0.5% of this breakdownRussia: 1,334 citing papers, 0.5% of this breakdownMalaysia: 1,332 citing papers, 0.5% of this breakdownPortugal: 1,275 citing papers, 0.4% of this breakdownDenmark: 1,220 citing papers, 0.4% of this breakdownNorway: 1,188 citing papers, 0.4% of this breakdownUnited Arab Emirates: 1,166 citing papers, 0.4% of this breakdownEgypt: 1,104 citing papers, 0.4% of this breakdownMacao: 969 citing papers, 0.3% of this breakdownVietnam: 953 citing papers, 0.3% of this breakdownBangladesh: 931 citing papers, 0.3% of this breakdownIreland: 890 citing papers, 0.3% of this breakdownCzechia: 889 citing papers, 0.3% of this breakdownMexico: 878 citing papers, 0.3% of this breakdownNew Zealand: 778 citing papers, 0.3% of this breakdownRomania: 624 citing papers, 0.2% of this breakdownIndonesia: 594 citing papers, 0.2% of this breakdownTunisia: 592 citing papers, 0.2% of this breakdownSouth Africa: 580 citing papers, 0.2% of this breakdownMorocco: 537 citing papers, 0.2% of this breakdownThailand: 524 citing papers, 0.2% of this breakdownAlgeria: 497 citing papers, 0.2% of this breakdownHungary: 482 citing papers, 0.2% of this breakdownChile: 443 citing papers, 0.2% of this breakdownQatar: 438 citing papers, 0.2% of this breakdownSlovenia: 343 citing papers, 0.1% of this breakdownColombia: 327 citing papers, 0.1% of this breakdownIraq: 314 citing papers, 0.1% of this breakdownJordan: 305 citing papers, 0.1% of this breakdownCyprus: 273 citing papers, 0.1% of this breakdownSlovakia: 248 citing papers, 0.1% of this breakdownArgentina: 239 citing papers, 0.1% of this breakdownUkraine: 227 citing papers, 0.1% of this breakdownLuxembourg: 222 citing papers, 0.1% of this breakdownNigeria: 202 citing papers, 0.1% of this breakdownCroatia: 195 citing papers, 0.1% of this breakdownSerbia: 192 citing papers, 0.1% of this breakdownLebanon: 179 citing papers, 0.1% of this breakdownPhilippines: 175 citing papers, 0.1% of this breakdownEthiopia: 149 citing papers, 0.1% of this breakdownLithuania: 146 citing papers, 0.1% of this breakdownSri Lanka: 143 citing papers, 0.1% of this breakdownEstonia: 142 citing papers, 0.1% of this breakdownEcuador: 135 citing papers, 0.1% of this breakdownKazakhstan: 127 citing papers, less than 0.1% of this breakdownBulgaria: 126 citing papers, less than 0.1% of this breakdownCayman Islands: 108 citing papers, less than 0.1% of this breakdownYemen: 108 citing papers, less than 0.1% of this breakdownPeru: 97 citing papers, less than 0.1% of this breakdownGhana: 85 citing papers, less than 0.1% of this breakdownIceland: 83 citing papers, less than 0.1% of this breakdownKuwait: 82 citing papers, less than 0.1% of this breakdownBelarus: 76 citing papers, less than 0.1% of this breakdownOman: 76 citing papers, less than 0.1% of this breakdownCuba: 69 citing papers, less than 0.1% of this breakdownKenya: 64 citing papers, less than 0.1% of this breakdownMalta: 63 citing papers, less than 0.1% of this breakdownNepal: 63 citing papers, less than 0.1% of this breakdownPuerto Rico: 60 citing papers, less than 0.1% of this breakdownNorth Macedonia: 57 citing papers, less than 0.1% of this breakdownUzbekistan: 56 citing papers, less than 0.1% of this breakdownAzerbaijan: 53 citing papers, less than 0.1% of this breakdownTanzania: 46 citing papers, less than 0.1% of this breakdownSudan: 44 citing papers, less than 0.1% of this breakdownLatvia: 39 citing papers, less than 0.1% of this breakdownUganda: 39 citing papers, less than 0.1% of this breakdownJamaica: 37 citing papers, less than 0.1% of this breakdownCosta Rica: 36 citing papers, less than 0.1% of this breakdownBosnia & Herzegovina: 35 citing papers, less than 0.1% of this breakdownUruguay: 35 citing papers, less than 0.1% of this breakdownCameroon: 34 citing papers, less than 0.1% of this breakdownMontenegro: 34 citing papers, less than 0.1% of this breakdownFiji: 33 citing papers, less than 0.1% of this breakdownPalestinian Territories: 33 citing papers, less than 0.1% of this breakdownBahrain: 31 citing papers, less than 0.1% of this breakdownBrunei: 29 citing papers, less than 0.1% of this breakdownRwanda: 29 citing papers, less than 0.1% of this breakdownVenezuela: 29 citing papers, less than 0.1% of this breakdownMoldova: 27 citing papers, less than 0.1% of this breakdownPanama: 27 citing papers, less than 0.1% of this breakdownDominican Republic: 24 citing papers, less than 0.1% of this breakdownSenegal: 21 citing papers, less than 0.1% of this breakdownSouth Sudan: 20 citing papers, less than 0.1% of this breakdownSyria: 20 citing papers, less than 0.1% of this breakdownMyanmar (Burma): 19 citing papers, less than 0.1% of this breakdownAfghanistan: 17 citing papers, less than 0.1% of this breakdownCambodia: 17 citing papers, less than 0.1% of this breakdownBolivia: 16 citing papers, less than 0.1% of this breakdownLiechtenstein: 14 citing papers, less than 0.1% of this breakdownMongolia: 14 citing papers, less than 0.1% of this breakdownParaguay: 14 citing papers, less than 0.1% of this breakdownZambia: 14 citing papers, less than 0.1% of this breakdownGeorgia: 13 citing papers, less than 0.1% of this breakdownArmenia: 12 citing papers, less than 0.1% of this breakdownAlbania: 11 citing papers, less than 0.1% of this breakdownCongo - Kinshasa: 11 citing papers, less than 0.1% of this breakdownBenin: 10 citing papers, less than 0.1% of this breakdownBotswana: 10 citing papers, less than 0.1% of this breakdownGuatemala: 10 citing papers, less than 0.1% of this breakdownMozambique: 10 citing papers, less than 0.1% of this breakdownLibya: 9 citing papers, less than 0.1% of this breakdownMali: 9 citing papers, less than 0.1% of this breakdownZimbabwe: 9 citing papers, less than 0.1% of this breakdownBurundi: 8 citing papers, less than 0.1% of this breakdownMalawi: 8 citing papers, less than 0.1% of this breakdownMadagascar: 7 citing papers, less than 0.1% of this breakdownMauritius: 7 citing papers, less than 0.1% of this breakdownNew Caledonia: 7 citing papers, less than 0.1% of this breakdownKyrgyzstan: 6 citing papers, less than 0.1% of this breakdownTrinidad & Tobago: 6 citing papers, less than 0.1% of this breakdownKosovo: 5 citing papers, less than 0.1% of this breakdownAngola: 4 citing papers, less than 0.1% of this breakdownBahamas: 4 citing papers, less than 0.1% of this breakdownBhutan: 4 citing papers, less than 0.1% of this breakdownCongo - Brazzaville: 4 citing papers, less than 0.1% of this breakdownNorth Korea: 4 citing papers, less than 0.1% of this breakdownFrench Polynesia: 4 citing papers, less than 0.1% of this breakdownSomalia: 4 citing papers, less than 0.1% of this breakdownTajikistan: 4 citing papers, less than 0.1% of this breakdownBritish Virgin Islands: 4 citing papers, less than 0.1% of this breakdownCôte d’Ivoire: 3 citing papers, less than 0.1% of this breakdownGabon: 3 citing papers, less than 0.1% of this breakdownNiger: 3 citing papers, less than 0.1% of this breakdownNicaragua: 3 citing papers, less than 0.1% of this breakdownSão Tomé & Príncipe: 3 citing papers, less than 0.1% of this breakdownChad: 3 citing papers, less than 0.1% of this breakdown
0%25.9%Other less than 0.1%

Réunion less than 0.1%、Guadeloupe less than 0.1% cannot be drawn at this map scale, so they are listed here instead.

Institutions

Fields

  • Computer Science61%
  • Engineering13.6%
  • Medicine6.5%
  • Neuroscience3.8%
  • Biochemistry, Genetics and Molecular Biology3.5%
  • Environmental Science1.7%
  • Other9.9%

Topics

  • Advanced Neural Network Applications3.8%
  • Domain Adaptation and Few-Shot Learning2.8%
  • Topic Modeling2.6%
  • Advanced Image and Video Retrieval Techniques2.2%
  • Neural Networks and Applications2.2%
  • Anomaly Detection Techniques and Applications2%
  • Other84.4%

Coauthors

Selected research

  1. Generating Text with Recurrent Neural Networks
  2. Training Products of Experts by Minimizing Contrastive Divergence
  3. Improving neural networks by preventing co-adaptation of feature detectors

All papers

Open in search
  1. Deep learning

    Authors: Yann LeCun, Yoshua Bengio, Geoffrey E. Hinton - Nature, Nat. 2015 cited by 85,135

  2. Distilling the Knowledge in a Neural Network

    Authors: Geoffrey E. Hinton, Oriol Vinyals, Jeffrey Dean - arXiv (Cornell University), CoRR 2015 cited by 16,458

  3. Visualizing Data using t-SNE

    Authors: Laurens van der Maaten, Geoffrey E. Hinton - Journal of Machine Learning Research 2008 cited by 35,683

  4. ImageNet Classification with Deep Convolutional Neural Networks

    Authors: Alex Krizhevsky, Ilya Sutskever, Geoffrey E. Hinton - Communications of the ACM, Commun. ACM 2012 cited by 130,303

  5. Learning Representations by Back-Propagating Errors

    Authors: David E. Rumelhart, Geoffrey E. Hinton, Ronald J. Williams - Nature 1986 cited by 32,168

  6. Layer Normalization

    Authors: Lei Jimmy Ba, Jamie Ryan Kiros, Geoffrey E. Hinton - arXiv (Cornell University), CoRR 2016 cited by 6,097

  7. Dropout: a simple way to prevent neural networks from overfitting

    Authors: Nitish Srivastava, Geoffrey E. Hinton, Alex Krizhevsky, Ilya Sutskever, Ruslan Salakhutdinov - http://www.cs.toronto.edu/%7Ersalakhu/papers/srivastava14a.pdf, J. Mach. Learn. Res. 2014 cited by 34,210

  8. Reducing the Dimensionality of Data with Neural Networks

    Authors: Geoffrey E. Hinton, Ruslan Salakhutdinov - Science 2006 cited by 21,368

  9. Outrageously Large Neural Networks: The Sparsely-Gated Mixture-of-Experts Layer

    Authors: Noam Shazeer, Azalia Mirhoseini, Krzysztof Maziarz, Andy Davis, Quoc V. Le, Geoffrey E. Hinton, Jeff Dean - ICLR (Poster) 2017 cited by 5,202

  10. A Simple Framework for Contrastive Learning of Visual Representations

    Authors: Ting Chen, Simon Kornblith, Mohammad Norouzi, Geoffrey E. Hinton - ICML 2020 cited by 25,398

  11. Adaptive Mixtures of Local Experts

    Authors: Robert A. Jacobs, Michael I. Jordan, Steven J. Nowlan, Geoffrey E. Hinton - Neural Computation, Neural Comput. 1991 cited by 5,316

  12. A Fast Learning Algorithm for Deep Belief Nets

    Authors: Geoffrey E. Hinton, Simon Osindero, Yee Whye Teh - Neural Computation, Neural Comput. 2006 cited by 16,607

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

    Authors: Geoffrey E. Hinton, Li Deng, Dong Yu, George E. Dahl, Abdelrahman Mohamed, Navdeep Jaitly, Andrew Senior, Vincent Vanhoucke, Patrick Nguyen, Tara N. Sainath, Brian E. D. Kingsbury - IEEE Signal Processing Magazine, IEEE Signal Process. Mag. 2012 cited by 10,453

  14. Speech Recognition with Deep Recurrent Neural Networks

    Authors: Alex Graves, Abdel-rahman Mohamed, Geoffrey E. Hinton - IEEE International Conference on Acoustics, ICASSP 2013 cited by 8,969

  15. Improving neural networks by preventing co-adaptation of feature detectors

    Authors: Geoffrey E. Hinton, Nitish Srivastava, Alex Krizhevsky, Ilya Sutskever, Ruslan Salakhutdinov - arXiv (Cornell University), CoRR 2012 cited by 6,640

  16. Rectified Linear Units Improve Restricted Boltzmann Machines

    Authors: Vinod Nair, Geoffrey E. Hinton - International Conference on Machine Learning, ICML 2010 cited by 18,900

  17. Training Products of Experts by Minimizing Contrastive Divergence

    Authors: Geoffrey E. Hinton - Neural Computation, Neural Comput. 2002 cited by 5,049

  18. The Forward-Forward Algorithm: Some Preliminary Investigations

    Authors: Geoffrey E. Hinton - arXiv (Cornell University), CoRR 2022 cited by 288

  19. Backpropagation and the brain

    Authors: Timothy Lillicrap, Adam Santoro, Luke Marris, Colin J. Akerman, Geoffrey E. Hinton - Nature reviews. Neuroscience 2020 cited by 953

  20. When Does Label Smoothing Help?

    Authors: Rafael Müller, Simon Kornblith, Geoffrey E. Hinton - Neural Information Processing Systems, NeurIPS 2019 cited by 2,424

  21. Analog Bits: Generating Discrete Data using Diffusion Models with Self-Conditioning

    Authors: Ting Chen, Ruixiang Zhang, Geoffrey E. Hinton - ICLR 2023 cited by 479

  22. Deep learning for AI

    Authors: Yoshua Bengio, Yann LeCun, Geoffrey E. Hinton - Communications of the ACM, Commun. ACM 2021 cited by 657

  23. Robust and data-efficient generalization of self-supervised machine learning for diagnostic imaging

    Authors: Shekoofeh Azizi, Laura Culp, Jan Freyberg, Basil Mustafa, Sebastien Baur, Simon Kornblith, Ting Chen, Nenad Tomašev, Jovana Mitrović, Patricia H. Strachan, S. Sara Mahdavi, Ellery Wulczyn, Boris Babenko, Megan Walker, Aaron Loh, Po-Hsuan Cameron Chen, Yuan Liu, Pinal Bavishi, Scott Mayer McKinney, Jim Winkens, Abhijit Guha Roy, Zach Beaver, Fiona Ryan, Justin D. Krogue, Mozziyar Etemadi, Umesh Telang, Yun Liu, Lily Peng, Greg S. Corrado, Dale R. Webster, David J. Fleet, Geoffrey E. Hinton, Neil Houlsby, Alan Karthikesalingam, Mohammad Norouzi, Vivek Natarajan - Nature Biomedical Engineering 2023 cited by 253

  24. Pix2seq: A Language Modeling Framework for Object Detection

    Authors: Ting Chen, Saurabh Saxena, Lala Li, David J. Fleet, Geoffrey E. Hinton - ICLR 2022 cited by 455