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arXiv cs.NE · Papers

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

arXiv:2608.11865v1 Announce Type: new Abstract: 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 simplify dot product scoring or replace it with discrete operators, but spike timing, the native va