I 2018 vandt Hinton sammen med Yann LeCun og Yoshua Bengio [[Turing-prisen]] for de konceptuelle og tekniske gennembrud, der har gjort [[Deep learning|dybe neurale netværk]] til en kritisk komponent i databehandling.<ref>{{Cite web|date=27. marts 2019|title=Vector Institutes Chief Scientific Advisor Dr.Geoffrey Hinton Receives ACM A.M. Turing Award Alongside Dr.Yoshua Bengio and Dr.Yann Lecun|url=https://vectorinstitute.ai/2019/03/27/vector-institutes-chief-scientific-advisor-dr-geoffrey-hinton-receives-acm-a-m-turing-award-alongside-dr-yoshua-bengio-and-dr-yann-lecun/|website=Vector Institute for Artificial Intelligence|access-date=27. marts 2019|archive-date=27. marts 2019|archive-url=https://web.archive.org/web/20190327122930/https://vectorinstitute.ai/2019/03/27/vector-institutes-chief-scientific-advisor-dr-geoffrey-hinton-receives-acm-a-m-turing-award-alongside-dr-yoshua-bengio-and-dr-yann-lecun/|url-status=live}}</ref> <ref>{{Kilde nyheder|url=https://www.nytimes.com/2019/03/27/technology/turing-award-hinton-lecun-bengio.html|title=Three Pioneers in Artificial Intelligence Win Turing Award|last=Metz|first=Cade|date=27. marts 2019|work=[[The New York Times]]|access-date=27. marts 2019|archive-url=https://web.archive.org/web/20190327103100/https://www.nytimes.com/2019/03/27/technology/turing-award-hinton-lecun-bengio.html|archive-date=27. marts 2019}}</ref> <ref>{{Cite web|title=Fathers of the Deep Learning Revolution Receive ACM A.M. Turing Award - Bengio, Hinton and LeCun Ushered in Major Breakthroughs in Artificial Intelligence|url=https://www.acm.org/media-center/2019/march/turing-award-2018|access-date=27. marts 2019|website=[[Association for Computing Machinery]]|date=27. marts 2019|archive-date=27. marts 2019|archive-url=https://web.archive.org/web/20190327123259/https://www.acm.org/media-center/2019/march/turing-award-2018|url-status=live}}</ref>
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