2026
Not All Timesteps Matter Equally: Selective Alignment Knowledge Distillation for Spiking Neural Networks
IJCAI 2026
Spiking neural networks (SNNs), which are brain-inspired and spike-driven, achieve high energy efficiency. However, a performance gap between SNNs and artificial neural networks (ANNs) still remains. Knowledge distillation (KD) is commonly adopted to improve SNN performance, but existing methods typ