Spiking Neural Networks for Low-Power Real-Time Inference @ Applied Machine Learning Days 2022

This repository contains materials for the AMLD2022 workshop on using SNNs for low-power, real-time inference tasks. It is grouped into 4 sections:

1. General introduction to spiking neural networks and what we do at @SynSense
2. ANN to SNN conversion for spiking computer vision
3. Training SNNs from scratch
4. Audio processing

The team at the workshop

Sadique Sheik, Felix Bauer, Philipp Weidel, Hannah Bos, Uğurcan Çakal, Saeid Haghighatshoar, Nogay Küpelioğlu, Mina Khoei and Gregor Lenz. You can contact us at [email protected]