awesome-tech-rss
snntorch
| awesome-tech-rss | snntorch | |
|---|---|---|
| 1 | 2 | |
| 114 | 1,073 | |
| - | - | |
| 3.2 | 9.2 | |
| 26 days ago | 7 days ago | |
| Python | Python | |
| Creative Commons Zero v1.0 Universal | MIT License |
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
awesome-tech-rss
-
Debate with People who enjoy tinkering about technology
https://github.com/tuan3w/awesome-tech-rss
snntorch
-
Bio inspired computer vision
Spiking Neural Networks (SNNs): neural networks that use spiking neurons (i.e. neurons that communicate using asynchronous binary spikes similarly to biological neurons) instead of artificial neurons. Apart from this particularity, SNNs can be organized in any kind of topology we all know, like CNNs, ViT, etc. There are tons of approaches to train SNNs, like bio-inspired learning rules (STDP, three factor rules, etc) or adaptations of backprop (which remains the SOTA in a lot of vision tasks). A good resource to begin with backprop-trained SNNs: https://snntorch.readthedocs.io/en/latest/ .
-
How to train brain-inspired spiking neural networks using lessons from deep learning. Interactive Colab notebook links in thread.
Github: https://github.com/jeshraghian/snntorch
What are some alternatives?
braindecode - Deep learning software to decode EEG, ECG or MEG signals
spikingjelly - SpikingJelly is an open-source deep learning framework for Spiking Neural Network (SNN) based on PyTorch.
feelskunaman - A tool for visualizing emotions in music using a Python wrapper for Spotify API. Independent post-baccalaureate research by Nick Stapleton. For Kunaveer, a friend.
norse - Deep learning with spiking neural networks (SNNs) in PyTorch.
awesome-python - 📚 Awesome Python Resources (mostly PyCon).
bindsnet - Simulation of spiking neural networks (SNNs) using PyTorch.
awesome-cvelabs - A list of all awesome CVELabs
pytorch-forecasting - Time series forecasting with PyTorch
eyeloop - EyeLoop is a Python 3-based eye-tracker tailored specifically to dynamic, closed-loop experiments on consumer-grade hardware.
TorchGA - Train PyTorch Models using the Genetic Algorithm with PyGAD
Kilosort - Fast spike sorting with drift correction for up to a thousand channels
pycox - Survival analysis with PyTorch