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cs.LG2026
Synheart Capacity: A Theory-Driven Physiological Representation of Cognitive Capacity Dynamics from Wearable Signals
Yisak Debele, Henok Ademtew, Israel Goytom
Human cognitive performance is constrained by limited mental resources, yet continuous computational estimation of cognitive capacity dynamics remains an open challenge. We propose…
cs.LG2025
Synheart Emotion: Privacy-Preserving On-Device Emotion Recognition from Biosignals
Henok Ademtew, Israel Goytom
Human-computer interaction increasingly demands systems that recognize not only explicit user inputs but also implicit emotional states. While substantial progress has been made in…