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Geoffrey E Hinton

Professor Emeritus/Emerita

Faculty of Arts and Science, Department of Computer Science

  • Professor Emeritus/Emerita
    Faculty of Arts and Science, Department of Computer Science

BIO

Geoffrey Hinton received his PhD in Artificial Intelligence from Edinburgh in 1978.  He did postdoctoral work at the University of California, San Diego and spent five years as a faculty member in the Computer Science department at Carnegie-Mellon University. He then moved to the Department of Computer Science at the University of Toronto where he is now a Professor Emeritus. From 2013 to 2023, he worked half-time for Google where he became a Vice President and Engineering Fellow.

 

He was one of the researchers who introduced the backpropagation algorithm and the first to use backpropagation for learning word embeddings. His other contributions to neural network research include Boltzmann machines, distributed representations, time-delay neural nets, mixtures of experts, variational learning and deep learning.  His research group in Toronto made major breakthroughs in deep learning that revolutionized speech recognition and object classification.

 

Geoffrey Hinton is a fellow of the UK Royal Society and a foreign member of the US National Academy of Engineering and the US National Academy of Science. His awards include the David E. Rumelhart prize, the IJCAI award for research excellence, the Killam prize for Engineering,  the NSERC Herzberg Gold Medal, the IEEE James Clerk Maxwell Gold medal, the NEC C&C award, the BBVA award, the Honda Prize, the ACM Turing Award,  the Princess of Asturias Award, the VinFuture Grand Prize, the Queen Elizabeth Prize in Engineering and the Nobel Prize in Physics.

MEDIA

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ACADEMIC POSITIONS

  • University Professor Emeritus
    University of Toronto, Department of Computer Science, Toronto, Canada2014 - present
  • University Professor
    University of Toronto, Department of Computer Science, Toronto, Canada2006 - 2014
  • Professor
    University of Toronto, Department of Computer Science, Toronto, CanadaOct 2001 - 2006
  • Founding Director of the Gatsby Computational Neuroscience Unit
    University College London, London, United KingdomJul 1998 - Sep 2001
  • Professor
    University of Toronto, Toronto, CanadaJul 1987 - Jun 1998
  • Assistant Professor then Associate Professor
    Carnegie Mellon University, Pittsburgh, United StatesOct 1982 - Jun 1987
  • Visiting Assistant Professor
    University of California, San Francisco, San Francisco, United StatesJan 1982 - Jun 1982
  • Visiting Scholar
    University of California, San Diego, United StatesOct 1978 - Sep 1980
  • Research Fellow
    University of Sussex, Brighton, United KingdomJan 1976 - Sep 1978

NON-ACADEMIC POSITIONS

  • VP and Engineering Fellow
    Google, CanadaOct 2016 - 1 May 2023
  • Distinguished Researcher
    GoogleMar 2013 - Sep 2016
  • Scientific Office
    MRC Applied Psychology UnitOct 1980 - Sep 1982

DEGREES

  • B.A.
    University of Cambridge, Cambridge, United Kingdom1967 - 1970
  • Ph.D.
    University of Edinburgh, Edinburgh, United Kingdom1972 - 1975

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