Predicting driver distraction using a single channel ear EEG
Tzvetan G. Popov, Nan Li, Veronika Gambin, Kristina Keller, Samuel Wehrli, Stefan Lakämper
This study decodes cognitive distraction during driving using single-channel in-ear EEG, showing comparable temporal dynamics to full-cap scalp EEG and highlighting eye velocity as an early behavioral marker.
bioRxiv · Jan 26, 2026 · PreprintNeuroscience