Preprint
Aug 2026
BASC : Behavior-Aligned Quantization and Pruning for Low-Bit Spiking Neural Networks
Extensive experiments on static and neuromorphic benchmarks show that lower-bit BASC models match or outperform higher-bit baselines and retain this accuracy advantage after structured pruning, while further reducing model storage and synaptic operations.
Linliang Chen, Yan Zhong, Xin Liu et al.
· 0 citations