2 papers
cs.LG2026
BrainCodes: A Lightweight EEG Foundation Model over Discrete Neural Codes
Kleanthis Avramidis, Ivan Tashev, Dimitra Emmanouilidou
Recent electroencephalography (EEG) foundation models increasingly emphasize model scale, potentially limiting their deployment on resource-constrained devices and in everyday envi…
cs.HC2026
Cognitive Load Estimation Using Brain Foundation Models and Interpretability for BCIs
Deeksha M. Shama, Dimitra Emmanouilidou, Ivan J. Tashev
Accurately monitoring cognitive load in real time is critical for Brain-Computer Interfaces (BCIs) that adapt to user engagement and support personalized learning. Electroencephalo…