Spiking neural networks (SNNs) represent a novel and compelling paradigm within the field of deep learning. Unlike traditional artificial neural networks that process information continuously, SNNs simulate the firing behavior of biological neurons. This intrinsic characteristic allows them to exhibit unique advantages such as temporal coding. SNNs