Lapis: Laplacian Spiking Attention via First-Spike Timing and Membrane Leakage

Kaiwen Tang, Jiaqi Zheng, Zixuan Zhu +3

Self-attention has become central to spiking vision transformers, yet its query-key scoring is still largely inherited from dense networks. Existing spiking variants either simplif…