Lightweight LIF-only SNN accelerator using differential time encoding

Daniel Windhager, Lothar Ratschbacher, Bernhard A. Moser +1

Spiking Neural Networks (SNNs) offer a promising solution to the problem of increasing computational and energy requirements for modern Machine Learning (ML) applications. Due to t…