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Introduction to Binarized Neural Networks

Introduction to Binarized Neural Networks

Neuro Symbolic via YouTube Direct link

Further developments survey of follow-on work on BNN's

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Further developments survey of follow-on work on BNN's

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Introduction to Binarized Neural Networks

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  1. 1 Overview of lecture
  2. 2 Motivation for BNN's
  3. 3 A brief introduction to quantization
  4. 4 Benefits of quantization
  5. 5 Core concepts
  6. 6 The straight-through ST estimator
  7. 7 Training BNN's
  8. 8 Experimental results
  9. 9 Further developments survey of follow-on work on BNN's

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