ArticleFrontiers in neuroscience2018
Brain Electrodynamic and Hemodynamic Signatures Against Fatigue During Driving.
Article in Frontiers in neuroscience, 2018. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 27 papers.
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Who cites it
27 citing papers in PubMed, 76 citations in OpenAlex.
- Article
- Comparative Prefrontal Multimodal Physiological Signatures Under Active- and Passive-Fatigue-Inducing Simulated Driving Paradigms.Brain sciences · 2026Article
- EEG-based frontal excitation/inhibition balance as an objective biomarker for cognitive fatigue across multiple sclerosis and Long COVID.Psychological medicine · 2026Article
- The Modulatory Effect of tDCS Onset Timing in Alleviating Vigilance Decrement.Brain sciences · 2025Article
- Multimodal neuroimaging of fatigability development.Imaging neuroscience (Cambridge, Mass.) · 2025Article
- The state of the art in assessing mental fatigue in the cockpit using head-worn sensing technology.Frontiers in neuroergonomics · 2025Review
- Fatigue in Post-COVID-Condition is accompanied by hypoperfusion of right-occipital areas.PloS one · 2025Article
- Multiple entropy fusion predicts driver fatigue using forehead EEG.Frontiers in neuroscience · 2025Article
- Understanding vigilance and its decrement: theoretical, contextual, and neural insights.Frontiers in cognition · 2025Review
- Utilizing EEG and fNIRS for the detection of sleep-deprivation-induced fatigue and its inhibition using colored light stimulation.Scientific reports · 2023Article
- Assessing the development of mental fatigue during simulated flights with concurrent EEG-fNIRS measurement.Scientific reports · 2023Article
- Slowed reaction times in cognitive fatigue are not attributable to declines in motor preparation.Experimental brain research · 2022Article
- Redesigning navigational aids using virtual global landmarks to improve spatial knowledge retrieval.NPJ science of learning · 2022Article
- Investigating mental workload-induced changes in cortical oxygenation and frontal theta activity during simulated flights.Scientific reports · 2022Article
- Feasibility study of personalized speed adaptation method based on mental state for teleoperated robots.Frontiers in neuroscience · 2022Article
- Fatigue performance in patients with chronic insomnia.Frontiers in neuroscience · 2022Article
- [An overview on sleep research based on functional near infrared spectroscopy].Sheng wu yi xue gong cheng xue za zhi = Journal of biomedical engineering = Shengwu yixue gongchengxue zazhi · 2021Review
- Research on Driving Fatigue Alleviation Using Interesting Auditory Stimulation Based on VMD-MMSE.Entropy (Basel, Switzerland) · 2021Article
- A Methodological Review of fNIRS in Driving Research: Relevance to the Future of Autonomous Vehicles.Frontiers in human neuroscience · 2021Review
- Vector Phase Analysis Approach for Sleep Stage Classification: A Functional Near-Infrared Spectroscopy-Based Passive Brain-Computer Interface.Frontiers in human neuroscience · 2021Article
Corrections and comments
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Authors and funding
6 authors at 3 institutions in 2 countries.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Fatigue is likely to be gradually cumulated in a prolonged and attention-demanding task that may adversely affect task performance. To address the brain dynamics during a driving task, this study recruited 16 subjects to participate in an event-related lane-departure driving experiment. Each subject was instructed to maintain attention and task performance throughout an hour-long driving experiment. The subjects' brain electrodynamics and hemodynamics were simultaneously recorded via 32-channel electroencephalography (EEG) and 8-source/16-detector functional near-infrared spectroscopy (fNIRS). The behavior performance demonstrated that all subjects were able to promptly respond to lane-deviation events, even if the sign of fatigue arose in the brain, which suggests that the subjects were fighting fatigue during the driving experiment. The EEG event-related analysis showed strengthening alpha suppression in the occipital cortex, a common brain region of fatigue. Furthermore, we noted increasing oxygenated hemoglobin (HbO) of the brain to fight driving fatigue in the frontal cortex, primary motor cortex, parieto-occipital cortex and supplementary motor area. In conclusion, the increasing neural activity and cortical activations were aimed at maintaining driving performance when fatigue emerged. The electrodynamic and hemodynamic signatures of fatigue fighting contribute to our understanding of the brain dynamics of driving fatigue and address driving safety issues through the maintenance of attention and behavioral performance.
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