FidLIF: Parallel Training of High-Fidelity Spiking Neurons with Exact BPTT

Kaixiang He, Yujie Wu

Although spiking neural networks (SNNs) show promise in energy-efficient computing through event-driven computation and stateful temporal processing, their recurrent membrane dynam…