ShiftLIF: Efficient Multi-Level Spiking Neurons with Power-of-Two Quantization

Kaiwen Tang, Di Yu, Jiaqi Zheng +4

Spiking neural networks (SNNs) are promising for edge sensing due to their event-driven computation and temporal filtering capability. However, standard leaky integrate-and-fire (L…