TinyML Talks - Software-Hardware Co-design for Tiny AI Systems

TinyML Talks - Software-Hardware Co-design for Tiny AI Systems

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TinyML Talks - Software-Hardware Co-design for Tiny AI Systems

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  1. 1 Intro
  2. 2 The Age of the Intended Machine
  3. 3 Basic Solutions
  4. 4 Integration
  5. 5 Computation
  6. 6 Common Practice
  7. 7 LevelBased Solution
  8. 8 Accuracy Engineering
  9. 9 Vertical Integration
  10. 10 Chips
  11. 11 Architecture
  12. 12 Natural Quality Stream
  13. 13 Tensor Partitions
  14. 14 Dynamic Programming
  15. 15 Advanced Neural Network
  16. 16 Graph Computing
  17. 17 Zero Computation
  18. 18 Zero Pruning
  19. 19 Israelites
  20. 20 Distributed Learning
  21. 21 Distributed Mobile Training
  22. 22 Clustering
  23. 23 Lottery ticket hypothesis
  24. 24 Deep learning
  25. 25 Delivery network
  26. 26 Privacy
  27. 27 Neural Network Research
  28. 28 Neural Active Search
  29. 29 Topology Awareness
  30. 30 Predictor
  31. 31 DAG
  32. 32 Neural Network Design
  33. 33 Summary
  34. 34 Nonconventional powers
  35. 35 Questions
  36. 36 Edge Impulse

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