Difference between revisions of "10-601B Intro to Neural Networks"

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=== What You Should Know Afterward ===
 
=== What You Should Know Afterward ===
  
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* What functions can be expressed with multi-layer networks that a single layer cannot express
 
* What functions can be expressed with multi-layer networks that a single layer cannot express
 
* The backpropagation algorithm, and what loss is associated with it
 
* The backpropagation algorithm, and what loss is associated with it
 
* In outline, how deep neural networks are trained
 
* In outline, how deep neural networks are trained
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Revision as of 22:35, 8 February 2016

This a lecture used in the Syllabus for Machine Learning 10-601B in Spring 2016

Slides

Readings

  • Mitchell: Ch. 4, Murphy Ch 16.5

What You Should Know Afterward