Author

Yu-Ping Yan

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Preprint Aug 2026

Rethinking Attention Locality in Spiking Transformers

This work proposes Spatially Contiguous Local Attention with Boundary Continuity Pathway (SCLA-BCP), which computes attention within non-overlapping regions of spatially adjacent tokens, while BCP facilitates cross-boundary information exchange through a lightweight convolutional pathway.

Zeqi Zheng, Zizheng Zhu, Yuping Yan et al. · 0 citations