3 papers
cs.HC2026
Pulse Focus: Validation of the Focus Performance Score as a Behavioral Signal for Human Attentional State Modeling Toward Attention-Aware AI
Yisak Debele, Israel Goytom, Anwar Misbah
Artificial intelligence systems that model and support human cognition require reliable measures of cognitive state. We present the Focus Performance Score (FPS) from the Pulse Foc…
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…