Multimodal Cognitive Workload n-back Task, 4 Difficulties
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- Size
- 2.13 GB
- Version
- v1.0.0
- Updated
- Aug 19, 2026
63 results for "workload assessment" · page 1 of 7 · ranked by relevance
[. The dataset supports research into predictive algorithms for detecting driver fatigue through EEG analysis and objective performance measures.
…neuroergonomics, mental_workload_estimation - **Environment**: laboratory ## Tags - **Pathology**: Healthy - **Modality**: Cognitive - **Type…
This dataset contains EEG, eye-tracking, and behavioral data from the Basic Guard Duty study, part of a larger project examining sustained vigilance in realistic task settings. Participants performed a two-alternative forced-choice ID verification task, judging the validity of replica identification cards presented at varying rates, while high-density EEG (256+8 channels) and eye-tracking data were recorded. The task was designed to probe attentional and vigilance dynamics under varying cognitive load, complementing companion driving tasks not included in this release.
…The phenotype directory contains clinical assessment results and data divided by type…
This dataset contains EEG and vehicle performance data from the BCIT Speed Control study, designed to investigate driver fatigue during extended, simulated driving tasks. Subjects performed continuous driving under cruise-controlled and manual speed conditions while EEG, steering, and lane-position data were recorded to identify biomarkers of fatigue-related performance decline. The study builds on the related Baseline Driving paradigm and contrasts fatigued driving conditions with a non-fatigued calibration session.