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Feb 20, 2024 · Artificial Intelligence Technology University. University of Oxford hosted Professor Geoffrey Hinton, CC, FRS, FRSC, the ‘Godfather of AI’, to deliver its annual Romanes Lecture at the Sheldonian Theatre on Monday, 19 February.
Lecture slides from the 2012 Coursera course: Neural Networks for Machine Learning. lecture1.pptx       lecture1.pdf lecture2.pptx       lecture2.pdf lecture3.pptx       lecture3.pdf lecture4.pptx       lecture4.pdf lecture5.pptx       lecture5.pdf lecture6.pptx       ...
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AT&T Bell Labs (2 day), 1988Apple (1 day), 1990Digital Equipment Corporation (2 day), 1990Government of Canada (2 day), 1994A two-day intensive Tutorial on Advanced Learning Methods. Presented by Geoffrey Hinton and Michael Jordan Boston (Dec 1996); Los Angeles (Apr 1997); Washington (May 1997)Gatsby Computational Neuroscience Unit, University College London 1999 (4.5 hours)University College London, July 2009 (3 hours)Cambridge Machine Learning Summer School, September 2009 (3 hours)Technology Transfer Institute. 3 day tutorials presented in LosAngeles, Washington and San Francisco in 1988Ontario Information Technology Research Center (2 day), annually from 1988-1997American Association for Artificial Intelligence (half-day),1987, 1988, 1990International Joint Conference on Neural Networks (1 hour), 1990Neural Information Processing Systems Conference (2 hours), 1995Neural Information Processing Systems Conference (2 hours), 2007Stretching in a new dimension enables enclosed manifolds to be isolated. Computed. Data inputs. outputs. Each layer stretches and squashes the data space. until the data manifolds are cleanly separated. Computed. Each “feature map” performs a local analysis over the whole input space. convolutions subsampling.
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Department of Computer Science. email: geoffrey [dot] hinton [at] gmail [dot] com. University of Toronto. voice: send email. 6 King's College Rd. fax: scan and send email. Toronto, Ontario. Information for prospective students, postdocs and visitors:
Geoffrey Hinton 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.
Jun 10, 2023 · In 2016, Geoffrey Hinton, a pioneer of deep learning artificial intelligence (AI), predicted radiologists’ extinction within 5 years. 7 years later, radiologists have yet to be replaced, and radiology AI—use of AI for image interpretation—is not widely implemented in many high-income countries.
