Self-Supervised Learning for Near-Wild Cognitive Workload Estimation.

Feedback on cognitive workload may reduce decision-making mistakes. Machine learning-based models can produce feedback from physiological data such as electroencephalography (EEG) and electrocardiography (ECG). Supervised machine learning requires large training data sets that are (1) relevant and d...

Full description

Bibliographic Details
Published in:Journal of Medical Systems Vol. 48; no. 1; pp. 1 - 22
Main Authors: Rafiei, Mohammad H., Gauthier, Lynne V., Adeli, Hojjat, Takabi, Daniel
Format: equations & formulas research tables/charts tracings Journal Article
Published: Springer Nature 11/22/2024
Online Access:View this record in EBSCOhost