Predictive Coding: A Biologically Plausible Alternative to Backpropagation

Predictive Coding: A Biologically Plausible Alternative to Backpropagation

Artem Kirsanov via YouTube Direct link

06:05 Foundations of Predictive Coding

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06:05 Foundations of Predictive Coding

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Classroom Contents

Predictive Coding: A Biologically Plausible Alternative to Backpropagation

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  1. 1 00:00 Introduction
  2. 2 01:15 Credit Assignment Problem
  3. 3 02:49 Problems with Backprop
  4. 4 06:05 Foundations of Predictive Coding
  5. 5 08:07 Energy Formalism
  6. 6 11:08 Activity Update Rule
  7. 7 15:12 Neural Connectivity
  8. 8 17:42 Weight Update Rule
  9. 9 20:58 Putting all together
  10. 10 25:15 Brilliant
  11. 11 26:27 Outro

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