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Neural nets have been around for quite some time. Why are they working now?
Here's a slide from Geoffrey Hinton's talk that addresses this question:
Neural nets have been around for a long time. Why are they popular only now?
Here are two slides from Geoffrey Hinton's talk summarizing the problems:
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I recommend the whole talk
https://www.youtube.com/watch?v=IcOMKXAw5VA&feature=youtu.be&t=21m29s
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