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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…
cs.LG2024★ 2 cited
Towards improving Alzheimer's intervention: a machine learning approach for biomarker detection through combining MEG and MRI pipelines
Alwani Liyana Ahmad, Jose Sanchez-Bornot, Roberto C. Sotero +3
MEG are non invasive neuroimaging techniques with excellent temporal and spatial resolution, crucial for studying brain function in dementia and Alzheimer Disease. They identify ch…