ArticleFrontiers in behavioral neuroscience2018
Theta and Alpha Oscillations in Attentional Interaction during Distracted Driving.
Article in Frontiers in behavioral neuroscience, 2018. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 23 papers.
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Who cites it
23 citing papers in PubMed.
- The Effect of Music on Resistance to Mental Fatigue: Evidence from the EEG Power Spectrum.Applied psychophysiology and biofeedback · 2025Trial
- Intracortical BCI Performance is Robust to Changes in Attentional Load During Dual-Tasking.bioRxiv : the preprint server for biology · 2026Article
- Neurophysiological Characteristics Associated with Driving Abilities in Older Adults: A Scoping Review.Journal of clinical medicine · 2026Review
- A novel approach for the EEG-driven assessment of divided attention through mutual information theory: A case study at the wheel.PloS one · 2026Article
- Visual Neural Dynamics of Adolescents with Myopia During Face Inversion: An ERP and Oscillatory Study.Brain sciences · 2025Article
- A mental state aware brain computer interface for adaptive control of electric powered wheelchair.Scientific reports · 2025Article
- Attention-based cross-frequency graph convolutional network for driver fatigue estimation.Cognitive neurodynamics · 2024Article
- Gender-Specific Interactions in a Visual Object Recognition Task in Persons with Opioid Use Disorder.Biomedicines · 2023Article
- Study on the Effect of Judgment Excitation Mode to Relieve Driving Fatigue Based on MF-DFA.Brain sciences · 2022Article
- Improving EEG-Based Driver Distraction Classification Using Brain Connectivity Estimators.Sensors (Basel, Switzerland) · 2022Article
- Towards defining biomarkers to evaluate concussions using virtual reality and a moving platform (BioVRSea).Scientific reports · 2022Article
- Let Complexity Bring Clarity: A Multidimensional Assessment of Cognitive Load Using Physiological Measures.Frontiers in neuroergonomics · 2022Article
- Driving-Induced Neurological Biomarkers in an Advanced Driver-Assistance System.Sensors (Basel, Switzerland) · 2021Article
- Article
- The impact of multisensory integration and perceptual load in virtual reality settings on performance, workload and presence.Scientific reports · 2021Article
- Changes in Electroencephalography Activity of Sensory Areas Linked to Car Sickness in Real Driving Conditions.Frontiers in human neuroscience · 2021Article
- Measuring Correlates of Mental Workload During Simulated Driving Using cEEGrid Electrodes: A Test-Retest Reliability Analysis.Frontiers in neuroergonomics · 2021Article
- EEG dynamics and neural generators of psychological flow during one tightrope performance.Scientific reports · 2020Observational
- EEG Theta Power Activity Reflects Workload among Army Combat Drivers: An Experimental Study.Brain sciences · 2020Article
- Eye-head coordination and dynamic visual scanning as indicators of visuo-cognitive demands in driving simulator.PloS one · 2020Article
Corrections and comments
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Authors and funding
3 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Performing multiple tasks simultaneously usually affects the behavioral performance as compared with executing the single task. Moreover, processing multiple tasks simultaneously often involve more cognitive demands. Two visual tasks, lane-keeping task and mental calculation, were utilized to assess the brain dynamics through 32-channel electroencephalogram (EEG) recorded from 14 participants. A 400-ms stimulus onset asynchrony (SOA) factor was used to induce distinct levels of attentional requirements. In the dual-task conditions, the deteriorated behavior reflected the divided attention and the overlapping brain resources used. The frontal, parietal and occipital components were decomposed by independent component analysis (ICA) algorithm. The event- and response-related theta and alpha oscillations in selected brain regions were investigated first. The increased theta oscillation in frontal component and decreased alpha oscillations in parietal and occipital components reflect the cognitive demands and attentional requirements as executing the designed tasks. Furthermore, time-varying interactive over-additive (O-Add), additive (Add) and under-additive (U-Add) activations were explored and summarized through the comparison between the summation of the elicited spectral perturbations in two single-task conditions and the spectral perturbations in the dual task. Add and U-Add activations were observed while executing the dual tasks. U-Add theta and alpha activations dominated the posterior region in dual-task situations. Our results show that both deteriorated behaviors and interactive brain activations should be comprehensively considered for evaluating workload or attentional interaction precisely.
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