"Covariant spatio-temporal receptive fields for spiking neural networks" by Pedersen, Conradt & Lindeberg 2025
https://www.nature.com/articles/s41467-025-63493-0
With the author's own words:
"We built spiking neural networks that outperform ANNs on event-based vision by initialising them with spatio-temporal receptive fields. And our theory-guided design beats naive approaches by 42%!"
A video explanation of the paper:
https://www.youtube.com/watch?v=qtHkrx4tYfI