Ran Levi- Topological Analysis of Neural Networks

Ran Levi- Topological Analysis of Neural Networks

Hausdorff Center for Mathematics via YouTube Direct link

Intro

1 of 25

1 of 25

Intro

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Ran Levi- Topological Analysis of Neural Networks

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  1. 1 Intro
  2. 2 What is topology
  3. 3 Neurons
  4. 4 C elegans
  5. 5 Brain of C elegans
  6. 6 Blue Brain Project
  7. 7 Connection
  8. 8 Formal definition
  9. 9 Complex of injective words
  10. 10 First surprising discovery
  11. 11 First prize
  12. 12 Results
  13. 13 Topological reconstruction
  14. 14 sanity check
  15. 15 activity
  16. 16 experiments
  17. 17 time series
  18. 18 Statistical test
  19. 19 What next
  20. 20 Example
  21. 21 Theorem for line graphs
  22. 22 Characterization theorem for line graphs
  23. 23 Diffusion
  24. 24 Characterization Theorem
  25. 25 Topology

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