Spiking Neural Networks (SNNs) have emerged as a promising alternative to conventional Artificial Neural Networks (ANNs) due to their event-driven computation and potential for low-power processing.

Abstract: In recent years, with the rapid advancement of intelligent sensors and edge computing technology, material surface recognition based on tactile acceleration signals has become a hot topic in ...