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1. Videos

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     8:31

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     Lecture 1.2 — What are neural networks — [ Deep Learning | Geoffrey Hinton | UofT ]

     Sep 24, 2017

     20.1K Views

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     28:22

     youtube.com

     Geoffrey Hinton: The Foundations of Deep Learning

     Feb 7, 2018

     125.6K Views

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     5:39

     youtube.com

     Lecture 1.4 — A simple example of learning — [ Deep Learning | Geoffrey Hinton | UofT ]

     Sep 24, 2017

     9.5K Views

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2. www.cs.toronto.edu › ~hintonHome Page of Geoffrey Hinton

   www.cs.toronto.edu › ~hinton

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   YouTube (2010) Recent Developments in Deep Learning (1hr) TUTORIALS ....Tutorial (2009) Deep Belief Nets (3hrs) ppt pdf readings....Workshop Talk (2007) How to do backpropagation in a brain (20mins) ppt2007 pdf2007 ppt2014 pdf2014 : 2012 COURSERA COURSE LECTURES: Neural Networks for Machine Learning ....Lectures(.mp4) ....Lecture Slides(.pptx ...

   • Current PhD and Master's Students

     YouTube (2010) Recent Developments in Deep Learning (1hr)...

   • Photographs

     Photograph1 (.jpg).....Photograph2 (.jpg).....Photograph3...

   • Generating Digits

     Hinton, G. E., Osindero, S. and Teh, Y. (2006) A fast...

   • Publications by Year

     Yee-Whye Teh, Geoffrey Hinton Rate-coded Restricted...

   • Lectures

     15b - Deep Autoencoders 15c - Deep autoencoders for document...

   • Biographical Sketch

     Geoffrey E. Hinton's Biographical Sketch Geoffrey Hinton...

     Backpropagation

     · Mixtures of Experts

     · Products of Experts

     · Boltzmann Machines

     · Distributed Representations

     · Helmholtz Machines

   • Csc321 Winter 2014

     Lecture 3c: Learning the weights of a logistic output neuron...

   • Former PhD Students

     Machine learning for aerial image labeling. Navdeep Jaitly...

   • Csc2535 Spring 2013

     Instructor: Geoffrey Hinton; email csc2535prof[at...

   • List of Past Tutorials

     YouTube (2012) Brains, Sex and Machine Learning (1hr) .......

     Matlab for Science Paper

     · Lecture Slides

     · Slides of Public Talks

3. www.youtube.com › watchGeoffrey Hinton: The Foundations of Deep Learning - YouTube

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   28:22

   Feb 7, 2018 · Godfather of artificial intelligence Geoffrey Hinton gives an overview of the foundations of deep learning. In this talk, Hinton breaks down the advances of neural networks, as applied to...

   • Date: Feb 8, 2018
   • Views: 125.6K
   • Author: Elevate

4. People also ask

   Did Geoffrey Hinton use deep learning?

   • They won the competition by a staggering 10.8 percentage points. That professor was Geoffrey Hinton, and the technique they used was called deep learning. Hinton had actually been working with deep learning since the 1980s, but its effectiveness had been limited by a lack of data and computational power.

   AI pioneer Geoff Hinton: “Deep learning is going to be able to do

   www.technologyreview.com/2020/11/03/1011616/ai-godfather-geoffrey-hinton-deep-learning-will-do-everything/

   See all results for this question

   Where can I find an introduction to Geoffrey Hinton's research?

   • An accessible introduction to Geoffrey Hinton's research can be found in his articles in Scientific American in September 1992 and October 1993.

   Geoffrey Hinton - Wikipedia

   en.wikipedia.org/wiki/Geoffrey_Hinton

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   Did Geoffrey Hinton create an AI network?

   • "We've finally created an AI network that's been decades in the making". Futurism. Archived from the original on 9 November 2017. Retrieved 3 May 2023. ^ a b c d Geoffrey Hinton. "Geoffrey Hinton's postdocs". University of Toronto. Archived from the original on 29 October 2020. Retrieved 11 September 2020.

   Geoffrey Hinton - Wikipedia

   en.wikipedia.org/wiki/Geoffrey_Hinton

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   Why was Geoffrey Hinton a Google intern in 2012?

   • "Geoffrey Hinton was briefly a Google intern in 2012 because of bureaucracy – TechCrunch". TechCrunch. Archived from the original on 17 March 2020. Retrieved 28 March 2018. ^ Somers, James (29 September 2017). "Progress in AI seems like it's accelerating, but here's why it could be plateauing". MIT Technology Review.

   Geoffrey Hinton - Wikipedia

   en.wikipedia.org/wiki/Geoffrey_Hinton

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5. www.youtube.com › playlist[Coursera] Neural Networks for Machine Learning — Geoffrey Hinton

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   [Coursera] Neural Networks for Machine Learning — Geoffrey Hinton. Colin Reckons. Learn about artificial neural networks and how they're being used for machine learning, as applied to...

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     08:24

     Lecture 1.3 — Some simple models of neurons [Neural Networks for Machine Learning]

     44.5K Views
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     13:15

     Lecture 1.1 — Why do we need machine learning [Neural Networks for Machine Learning]

     209.3K Views
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     07:29

     Lecture 2.1 — Types of neural network architectures [Neural Networks for Machine Learning]

     44.1K Views
   • 07:38

     Lecture 1.5 — Three types of learning [Neural Networks for Machine Learning]

     37.7K Views
   • 08:17

     Lecture 2.2 — Perceptrons: first-generation neural networks [Neural Networks for Machine Learning]

     30.4K Views
   • 06:25

     Lecture 2.3 — A geometrical view of perceptrons [Neural Networks for Machine Learning]

     24.1K Views
   • 05:04

     Lecture 3.2 — The error surface for a linear neuron [Neural Networks for Machine Learning]

     15.1K Views
   • 11:52

     Lecture 3.4 — The backpropagation algorithm [Neural Networks for Machine Learning]

     34.3K Views
   • 07:21

     Lecture 4.3 — The softmax output function [Neural Networks for Machine Learning]

     62.9K Views
   • 17:45

     Lecture 5.4 — Convolutional nets for object recognition [Neural Networks for Machine Learning]

     7.8K Views

6. www.youtube.com › watchLecture 1.2 — What are neural networks — [ Deep Learning ...

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   08:31

   🔔 Stay Connected! Get the latest insights on Artificial Intelligence (AI) 🧠, Natural Language Processing (NLP) 📝, and Large Language Models (LLMs) 🤖. Fol...

   • Date: Sep 25, 2017
   • Views: 20.1K
   • Author: Artificial Intelligence - All in One

7. www.technologyreview.com › 2020/11/03 › 1011616AI pioneer Geoff Hinton: “Deep learning is going to be able ...

   www.technologyreview.com › 2020/11/03 › 1011616

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   Nov 3, 2020 · AI pioneer Geoff Hinton: “Deep learning is going to be able to do everything” Thirty years ago, Hinton’s belief in neural networks was contrarian. Now it’s hard to find anyone who...

8. en.wikipedia.org › wiki › Geoffrey_HintonGeoffrey Hinton - Wikipedia

   en.wikipedia.org › wiki › Geoffrey_Hinton

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   Hinton is viewed as a leading figure in the deep learning community. The dramatic image-recognition milestone of the AlexNet designed in collaboration with his students Alex Krizhevsky and Ilya Sutskever for the ImageNet challenge 2012 was a breakthrough in the field of computer vision.