Neural wearables can enable life-saving drowsiness monitoring. This work showcases an in-ear, dry-electrode earpiece used to monitor drowsiness for 35 hours across 9 subjects. This data was used to train offline machine learning classifiers and achieve an average accuracy of >90% across all models.
- Ryan Kaveh
- Carolyn Schwendeman
- Rikky Muller