Spiking neural networks (SNNs) embody a novel and promising paradigm within the field of deep learning. Unlike traditional artificial neural networks that process information discreetly, SNNs mimic the firing behavior of real neurons. This fundamental characteristic allows them to possess unique properties such as temporal coding. SNNs hold tremend