Upgrade to Pro — share decks privately, control downloads, hide ads and more …

Open Source SNN

Avatar for Wen-Chun Lin Wen-Chun Lin
January 28, 2019
Technology
110
0

Open Source SNN

Avatar for Wen-Chun Lin

Wen-Chun Lin

January 28, 2019

More Decks by Wen-Chun Lin

See All by Wen-Chun Lin
Reframe your thoughts
Avatar for Wen-Chun Lin cataska
0
220

Other Decks in Technology

See All in Technology
連合学習と機密コンピューティング
Avatar for LINEヤフーTech (LY Corporation Tech) lycorptech_jp
PRO
0
100
2026.06.13_AI時代に事業会社が「SIer出身エンジニア」を求める理由 / Why Businesses Seek Engineers with a System Integrator Background in the AI ​​Era
Avatar for jumpei_ikegami jumtech
0
1k
2026TECHFRESH畢業分享會 - Lightning Talk - 資料也要 CI/CD? 用 Airbyte 自動化資料同步
Avatar for LINE Developers Taiwan line_developers_tw
PRO
0
790
ACE-Step-1.5で見る 音楽生成AIのしくみと“破綻だけ直す”Retake機能の開発【zennfes spring 2026 登壇資料】
Avatar for asap personabb
1
130
「エンジニア進化論」2028年の開発完全自動化、エンジニアはどう進化するか
Avatar for CyberAgent cyberagentdevelopers
PRO
5
4.5k
小さく始める AI 活用推進 ― 日経電子版 Web チームの事例/nikkei-tech-talk47
Avatar for 日本経済新聞社 エンジニア採用事務局 nikkei_engineer_recruiting
0
220
Disciplined Vibes: Scaling AI-Assisted Engineering
Avatar for Sheharyar Naseer sheharyar
0
130
中期計画、2回作ってみた　～業務委託と正社員、両方の視点から～
Avatar for 株式会社出前館 demaecan
1
680
AGENTS.mdとSkillsで始めるAIエージェント活用
Avatar for そのだ sonoda_mj
3
200
爆速でマルチプロダクトを立ち上げる時 事業・CTO目線で大事にしたい事
Avatar for Koji Miyata miyatakoji
0
100
自律型AIエージェントは何を破壊するのか
Avatar for kojira kojira
0
150
AAIFに入ってみた ～内から見えるコミュニティ動向～
Avatar for Satoshi Ito sato4
0
160

Featured

See All Featured
Intergalactic Javascript Robots from Outer Space
Avatar for Vicent Martí tanoku
273
27k
The AI Revolution Will Not Be Monopolized: How open-source beats economies of scale, even for LLMs
Avatar for Ines Montani inesmontani
PRO
3
3.5k
Why Your Marketing Sucks and What You Can Do About It - Sophie Logan
Avatar for Sophie Logan marketingsoph
0
170
The Cult of Friendly URLs
Avatar for Andy Hume andyhume
79
6.9k
How to build a perfect <img>
Avatar for Jono Alderson jonoalderson
1
5.6k
Beyond borders and beyond the search box: How to win the global "messy middle" with AI-driven SEO
Avatar for David Carrasco davidcarrasco
3
150
WENDY [Excerpt]
Avatar for Tessa Abrams tessaabrams
11
38k
The Straight Up "How To Draw Better" Workshop
Avatar for Dennis Kardys denniskardys
239
140k
JAMstack: Web Apps at Ludicrous Speed - All Things Open 2022
Avatar for David Neal reverentgeek
1
470
Done Done
Avatar for chrislema chrislema
186
16k
Marketing to machines
Avatar for Jono Alderson jonoalderson
1
5.4k
The Mindset for Success: Future Career Progression
Avatar for Greg Gifford greggifford
PRO
0
360

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