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2014-03

Presentation on Deeplearning by Andrew Hoblitzell

See the DL_Introduction.pptx file for the presentation

Supporting material

  • Facebook-Recent results obtaining 95%+ accuracy on image classification (Google has similar results with speech recognition)

  • Bengio-A survey paper from 2012

  • Hinton Science-A 2006 Paper by Hinton which helped kickstart the current round of interest in neural nets

  • ImageNet-2012 Paper which caused people to take Hinton and the new method seriously

Misc notes

These were the examples I had wanted to cover but couldn’t without connectivity:

http://horatio.cs.nyu.edu/index.html - Applet performing Image Classification using thousands of categories http://www.cs.toronto.edu/~graves/handwriting.cgi?text=%A9&style=&bias=0.15&samples=3 – Handwriting simulator