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Geoffrey Hinton: The Foundations of Deep Learning



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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 speech and object recognition, image segmentation and reading or generating natural written language.

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16 thoughts on “Geoffrey Hinton: The Foundations of Deep Learning
  1. Process or singularity is the Heart of AI.

    Alan Turing clearly define this in his 1936 paper on computable numbers.

    Input > Process > Output (Turing complete expression or circular)

    Process (Turing incomplete expression or non-circular)

    !DA

  2. Professor Hinton is amazing, but there are too many of these NN for dummies lectures. They're starting to clog the space. It's a shame he didn't say anything really interesting here.

  3. One problem with AI we may run into when using it for medical diagnosis, is if the AI is correct 90% of the time, then if something goes wrong it may get 90% of patients wrong.

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