Johan Nicolas Castro Garay

EEG-Based Cognitive Monitoring During Driving and Postural Control Using Machine Learning and Deep Learning

An EEG-based framework for analyzing cognitive and sensorimotor states across simulated driving and standing postural control tasks is presented and shows that event-related time-frequency representations provide a more informative framework for predicting transient driving performance than conventional feature-based a...