@article{matterhornefficientanalogsparsespikingtr, title = {Matterhorn: Efficient Analog Sparse Spiking Transformer Architecture with Masked Time-To-First-Spike Encoding}, author = {Zhanglu Yan and Kaiwen Tang and Zixuan Zhu and Zhenyu Bai and Qianhui Liu and Weng-Fai Wong}, year = {2026}, eprint = {2601.22876}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2601.22876}, }