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20122026
most citedCross-frequency interactions during diffusion on complex brain networks are facilitated by scale-free properties

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cs.LG2026

Softmax-Free Attention in Spiking Transformers as the Zero-Temperature Limit of Two-Level Systems

Roberto C. Sotero, Pouya Taghipour, Jose M. Sanchez-Bornot

Spiking Transformers achieve energy efficiency by discarding softmax normalization in favor of thresholded, binary attention. However, this removal breaks the thermodynamic framewo…