Tensor Networks and Neural Network States - From Chiral Topological Order to Image Classification

Tensor Networks and Neural Network States - From Chiral Topological Order to Image Classification

APS Physics via YouTube Direct link

Introduction

1 of 16

1 of 16

Introduction

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Classroom Contents

Tensor Networks and Neural Network States - From Chiral Topological Order to Image Classification

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  1. 1 Introduction
  2. 2 Quantum Manybody Physics
  3. 3 Manual Physics
  4. 4 Machine Learning
  5. 5 Area Law
  6. 6 Typical Stage
  7. 7 Tension
  8. 8 Tensors
  9. 9 Bond Dimensions
  10. 10 Monte Carlo Methods
  11. 11 String Bond State
  12. 12 Quantum Manybody Problems
  13. 13 String Bond States
  14. 14 Results
  15. 15 Sound Recognition
  16. 16 Future Work

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