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  1. Vector Phase Analysis Approach for Sleep Stage Classification: A Functional Near-Infrared Spectroscopy-Based Passive Brain–Computer Interface.Saad Arif, Muhammad Jawad Khan, Noman Naseer, Keum-Shik Hong, Hasan Sajid & Yasar Ayaz - 2021 - Frontiers in Human Neuroscience 15.
    A passive brain–computer interface based upon functional near-infrared spectroscopy brain signals is used for earlier detection of human drowsiness during driving tasks. This BCI modality acquired hemodynamic signals of 13 healthy subjects from the right dorsolateral prefrontal cortex of the brain. Drowsiness activity is recorded using a continuous-wave fNIRS system and eight channels over the right DPFC. During the experiment, sleep-deprived subjects drove a vehicle in a driving simulator while their cerebral oxygen regulation state was continuously measured. Vector phase analysis (...)
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  • Mental Fatigue and Functional Near-Infrared Spectroscopy – Based Assessment of Cognitive Performance After Mild Traumatic Brain Injury.Simon Skau, Lina Bunketorp-Käll, Hans Georg Kuhn & Birgitta Johansson - 2019 - Frontiers in Human Neuroscience 13.