2 papers
cs.LG2026
ReMAP: Self-supervised learning to unveil brain representations and vulnerability
Jade Perdereau, Virginie Loison, Kanssa El Ayeb +5
General anesthesia offers a rare opportunity to observe the human brain under a standardized, controlled perturbation. Yet intraoperative electroencephalography (EEG) is almost alw…
eess.SP2024
Unmixing Noise from Hawkes Process to Model Learned Physiological Events
Guillaume Staerman, Virginie Loison, Thomas Moreau
Physiological signal analysis often involves identifying events crucial to understanding biological dynamics. Traditional methods rely on handcrafted procedures or supervised learn…