PTQ4SNN: Membrane-Aware Post-Training Quantization for Spiking Neural Networks

Hui Xie, Tong Shi, Haotong Qin +3

Spiking neural networks (SNNs) enable sparse and event-driven computation, but their low-bit deployment remains incomplete because recurrent membrane states are commonly retained i…