* SNN 공부를 위한 자료 링크
- SnnTorch Library 관련
https://www.youtube.com/watch?v=zldal7b7sJ4
https://snntorch.readthedocs.io/en/stable/tutorials/tutorial_5.html
Tutorial 5 - Training Spiking Neural Networks with snntorch — snntorch 0.5.1 documentation
Jason K. Eshraghian, Max Ward, Emre Neftci, Xinxin Wang, Gregor Lenz, Girish Dwivedi, Mohammed Bennamoun, Doo Seok Jeong, and Wei D. Lu. “Training Spiking Neural Networks Using Lessons From Deep Learning”. arXiv, 2021.
snntorch.readthedocs.io
- Arizona State University 수업 영상
https://www.youtube.com/watch?v=ICw2_49dSNw&list=PLXBbGVSkQJqETDgfvBV-DQD3G-v9052gX&index=25&t=99s
- SNN modeling and an XOR Application
https://www.youtube.com/watch?v=mrv--UHW-iA
- Spike timing-dependent plasticity (STDP)
https://www.youtube.com/watch?v=cyOuevt5pls&t=420s
- Leaky Integrate-and-Fire (LIF) model
https://www.youtube.com/watch?v=_f5fR7NXg7k
- SNN paper list (Github)
https://github.com/wangxiao5791509/SNN_CV_Applications_Resources
GitHub - wangxiao5791509/SNN_CV_Applications_Resources: Paper list for SNN based computer vision tasks.
Paper list for SNN based computer vision tasks. . Contribute to wangxiao5791509/SNN_CV_Applications_Resources development by creating an account on GitHub.
github.com
https://github.com/XDUSPONGE/SNN_benchmark
GitHub - XDUSPONGE/SNN_benchmark
Contribute to XDUSPONGE/SNN_benchmark development by creating an account on GitHub.
github.com