ICPS
2021 APS Virtual Convention · 2021
Tracking the Onset of Willed Attention: EEG, Alpha Oscillations & Machine Learning
- John Nadra
Center for Mind and Brain - John Nadra
University of California, Davis - Jesse Bengson
Center for Mind and Brain - Mingzhou Ding
J Crayton Pruitt Family Department of Biomedical Engineering - George Mangun
Center for Mind and Brain - George Mangun
University of California, Davis
Abstract
“Willed attention” refers to a form of purely voluntary attention where there are no external cues guiding attention; that is, only fully volitional decisions drive attentional control. Using machine learning methods and EEG, we have tracked the time course of willed attention in an unconstrained visual selective attention task.
Attention and Distraction