{"schema_version":"0.3.0","doc_type":"dataset","dataset_id":"on004121","name":"BCIT Mind Wandering","description":"This dataset contains EEG, eye-tracking, and simulated driving performance data collected during the BCIT Mind Wandering study, in which subjects performed a prolonged simulated driving task under varying background audio conditions (task-relevant, non-task-relevant, and internal focus) while responding to periodic lateral perturbations and a vigilance task requiring detection of police vehicles. The study aimed to identify EEG-based biomarkers of driver fatigue and mind wandering by comparing extended time-on-task driving performance to a non-fatigued calibration session. Data were collected at Teledyne Laboratories under a US Army Research Laboratory contract as part of a broader effort to develop predictive fatigue algorithms from neural and behavioral signals.","source":"nemar","recording_modality":["EEG"],"bids_version":null,"license":"CC0","authors":[{"name":"Jonathan Touryan (data and curation)","name_type":"Personal"},{"name":"Greg Apker (data)","name_type":"Personal"},{"name":"Brent Lance (data)","name_type":"Personal"},{"name":"Scott Kerick (data)","name_type":"Personal"},{"name":"Anthony Ries (data)","name_type":"Personal"},{"name":"Justin Brooks (data)","name_type":"Personal"},{"name":"Kaleb McDowell (data)","name_type":"Personal"},{"name":"Tony Johnson (curation)","name_type":"Personal"},{"name":"Kay Robbins (curation)","name_type":"Personal"}],"keywords":[{"term":"EEG"},{"term":"Fatigue","subject_scheme":"MeSH","value_uri":"http://id.nlm.nih.gov/mesh/D005221"},{"term":"driving simulation"},{"term":"mind wandering"},{"term":"eye tracking"},{"term":"vigilance"},{"term":"brain-computer interface"}],"related_identifiers":[{"identifier":"10.3389/fnins.2014.00155.","identifier_type":"DOI","relation_type":"References"},{"identifier":"10.1016/j.physbeh.2015.05.026.","identifier_type":"DOI","relation_type":"References"},{"identifier":"10.1080/00222895.2014.959887, 10.1080/00222895.2014.959887.","identifier_type":"DOI","relation_type":"References"},{"identifier":"10.1016/j.neuroimage.2017.02.057.","identifier_type":"DOI","relation_type":"References"},{"identifier":"10.1016/j.neuroimage.2019.116361","identifier_type":"DOI","relation_type":"References"},{"identifier":"10.1016/j.neuroimage.2019.116054","identifier_type":"DOI","relation_type":"References"},{"identifier":"https://github.com/nemarDatasets/on004121","identifier_type":"URL","relation_type":"IsDescribedBy"},{"identifier":"10.3389/fnins.2014.00155","identifier_type":"DOI","relation_type":"IsReferencedBy"},{"identifier":"10.1016/j.physbeh.2015.05.026","identifier_type":"DOI","relation_type":"IsReferencedBy"},{"identifier":"10.1080/00222895.2014.959887","identifier_type":"DOI","relation_type":"IsReferencedBy"},{"identifier":"10.1016/j.neuroimage.2017.02.057","identifier_type":"DOI","relation_type":"IsReferencedBy"},{"identifier":"10.18112/openneuro.ds004121","identifier_type":"DOI","relation_type":"IsVersionOf"},{"identifier":"10.18112/openneuro.ds004121.v1.0.0","identifier_type":"DOI","relation_type":"IsDerivedFrom"},{"identifier":"https://nemar.org/dataset/on004121","identifier_type":"URL","relation_type":"IsDescribedBy"}],"contributors":[],"dates":[],"rights":[{"rights":"CC0","rights_uri":null,"rights_identifier":"CC0","rights_identifier_scheme":"SPDX"}],"language":null,"funding":[{"funder_name":"Army Research Laboratory","award_number":"W911NF-10-0-0002","award_title":null,"funder_identifier":null,"funder_identifier_type":null,"award_uri":null}],"tasks":["DriveWithTaskAudio"],"datatypes":["eeg"],"sessions":["01"],"sessions_count":1,"demographics":{"subjects_count":21,"age_min":null,"age_max":null},"data_summary":{"total_files":420,"size_bytes":25671803658,"size_human":"23.9 GB"},"provenance":{"latest_snapshot":"v1.0.0","publish_date":"2026-06-23 10:40:17"},"external_links":{"dataset_doi":"10.82901/nemar.on004121","github_url":"https://github.com/nemarDatasets/on004121"},"extensions":{"nemar":{"versions":[{"version":"v1.0.0","doi":"10.82901/nemar.on004121.v1.0.0","created_at":"2026-06-23 10:40:17","manifest_url":"/on004121/v1.0.0/manifest.json"}],"bids_index":{"version":"v1.0.0","subjects":{"sub-01":{"sessions":["01"],"modalities":{"eeg":{"tasks":{"DriveWithTaskAudio":{"runs":["1","2","3"]}}}}},"sub-02":{"sessions":["01"],"modalities":{"eeg":{"tasks":{"DriveWithTaskAudio":{"runs":["1","2","3"]}}}}},"sub-03":{"sessions":["01"],"modalities":{"eeg":{"tasks":{"DriveWithTaskAudio":{"runs":["1","2","3"]}}}}},"sub-04":{"sessions":["01"],"modalities":{"eeg":{"tasks":{"DriveWithTaskAudio":{"runs":["1","2","3"]}}}}},"sub-05":{"sessions":["01"],"modalities":{"eeg":{"tasks":{"DriveWithTaskAudio":{"runs":["1","2","3"]}}}}},"sub-06":{"sessions":["01"],"modalities":{"eeg":{"tasks":{"DriveWithTaskAudio":{"runs":["1","2","3"]}}}}},"sub-07":{"sessions":["01"],"modalities":{"eeg":{"tasks":{"DriveWithTaskAudio":{"runs":["1","2","3"]}}}}},"sub-08":{"sessions":["01"],"modalities":{"eeg":{"tasks":{"DriveWithTaskAudio":{"runs":["1","2"]}}}}},"sub-09":{"sessions":["01"],"modalities":{"eeg":{"tasks":{"DriveWithTaskAudio":{"runs":["1","2","3"]}}}}},"sub-10":{"sessions":["01"],"modalities":{"eeg":{"tasks":{"DriveWithTaskAudio":{"runs":["1"]}}}}},"sub-11":{"sessions":["01"],"modalities":{"eeg":{"tasks":{"DriveWithTaskAudio":{"runs":["1","2","3"]}}}}},"sub-12":{"sessions":["01"],"modalities":{"eeg":{"tasks":{"DriveWithTaskAudio":{"runs":["1","2","3"]}}}}},"sub-13":{"sessions":["01"],"modalities":{"eeg":{"tasks":{"DriveWithTaskAudio":{"runs":["1","2","3"]}}}}},"sub-14":{"sessions":["01"],"modalities":{"eeg":{"tasks":{"DriveWithTaskAudio":{"runs":["1","2","3"]}}}}},"sub-15":{"sessions":["01"],"modalities":{"eeg":{"tasks":{"DriveWithTaskAudio":{"runs":["1","2","3"]}}}}},"sub-16":{"sessions":["01"],"modalities":{"eeg":{"tasks":{"DriveWithTaskAudio":{"runs":["1","2","3"]}}}}},"sub-17":{"sessions":["01"],"modalities":{"eeg":{"tasks":{"DriveWithTaskAudio":{"runs":["1","2","3"]}}}}},"sub-18":{"sessions":["01"],"modalities":{"eeg":{"tasks":{"DriveWithTaskAudio":{"runs":["1","2","3"]}}}}},"sub-19":{"sessions":["01"],"modalities":{"eeg":{"tasks":{"DriveWithTaskAudio":{"runs":["1","2","3"]}}}}},"sub-20":{"sessions":["01"],"modalities":{"eeg":{"tasks":{"DriveWithTaskAudio":{"runs":["1","2","3"]}}}}},"sub-21":{"sessions":["01"],"modalities":{"eeg":{"tasks":{"DriveWithTaskAudio":{"runs":["1","2","3"]}}}}}}},"pipeline_stage":"validated","data_complete":1,"bytes_present":25668845402}}}