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Open Source SNN

Avatar for Wen-Chun Lin Wen-Chun Lin
January 28, 2019
Technology
120
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Open Source SNN

Avatar for Wen-Chun Lin

Wen-Chun Lin

January 28, 2019

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Transcript

  1. Open Source SNN cataska @ AGIT #2

  2. About Me 翥嘨ށ / ਎ৼᇁ / ᑀଝ蝈

  3. None

  4. What is SNN

  5. Spiking Neural Network Spiking Neural Network

  6. None
  7. None

  8. Neuron models • Hodgkin-Huxley • Leaky Integrate-and-Fire • Izhikevich

  9. Learning Algorithms

  10. Spike-time dependency plasticity

  11. Why SNN?

  12. Why SNN? • Dynamic

  13. Why SNN? • Dynamic • Time sensitive

  14. Why SNN? • Dynamic • Time sensitive • Mimics neuron

    in real-world

  15. Open source SNN projects

  16. None
  17. None
  18. None
  19. None

  20. PyNN

  21. Why another one?

  22. Why another one? • Eating our own Dogfood!

  23. Why another one? • Eating our own Dogfood! • Reinventing

    the wheel!

  24. Why another one? • Eating our own Dogfood! • Reinventing

    the wheel! • Common Lisp & Rust!

  25. Programming Languages

  26. Created by Mozilla

  27. Why Rust?

  28. Why Rust? • Performance

  29. Why Rust? • Performance • Reliability

  30. Why Rust? • Performance • Reliability • Productivity

  31. Created by John McCarthy

  32. Why Lisp?

  33. Why Lisp? • Simple

  34. Why Lisp? • Simple • Interactive

  35. Why Lisp? • Simple • Interactive • Programmable language

  36. WheatNNLeek

  37. None
  38. None
  39. None

  40. https://github.com/libgirlenterprise/ WheatNNLeek

  41. wheatnnleek-mnist

  42. Future plans

  43. Future plans • More models and synapses

  44. Future plans • More models and synapses • Support GPUs

  45. Future plans • More models and synapses • Support GPUs

    • Dynamic module
  46. None
  47. None

  48. Under the paving-stones, the beach! — Graffito, Paris, May 1968

  49. None

  50. Thank you