Difference between revisions of "10-601 Neural networks and Deep Belief Networks"

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(Created page with "This a lecture used in the Syllabus for Machine Learning 10-601 in Fall 2014 === Slides === * TBD === Readings === * Mitchell: Ch. 4, or Bishop: Ch. 5 === What You Sh...")
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Revision as of 09:48, 12 August 2014

This a lecture used in the Syllabus for Machine Learning 10-601 in Fall 2014

Slides

  • TBD

Readings

  • Mitchell: Ch. 4, or Bishop: Ch. 5

What You Should Know Afterward

  • From single layer to multy-layer networks
  • What can be solved with multy-layer networks that a single layer cannot
  • Backpropagation
  • Deep neural networks
  • Application of deep NN