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Multi-channel EEG recordings during a sustained-attention driving task

We describe driver behaviour and brain dynamics acquired from a 90-minute sustained-attention task in an immersive driving simulator. The data included 62 sessions of 32-channel electroencephalography (EEG) data for 27 subjects driving on a four-lane highway who were instructed to keep the car cruis...

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Autores principales: Cao, Zehong, Chuang, Chun-Hsiang, King, Jung-Kai, Lin, Chin-Teng
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6472414/
https://www.ncbi.nlm.nih.gov/pubmed/30952963
http://dx.doi.org/10.1038/s41597-019-0027-4
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author Cao, Zehong
Chuang, Chun-Hsiang
King, Jung-Kai
Lin, Chin-Teng
author_facet Cao, Zehong
Chuang, Chun-Hsiang
King, Jung-Kai
Lin, Chin-Teng
author_sort Cao, Zehong
collection PubMed
description We describe driver behaviour and brain dynamics acquired from a 90-minute sustained-attention task in an immersive driving simulator. The data included 62 sessions of 32-channel electroencephalography (EEG) data for 27 subjects driving on a four-lane highway who were instructed to keep the car cruising in the centre of the lane. Lane-departure events were randomly induced to cause the car to drift from the original cruising lane towards the left or right lane. A complete trial included events with deviation onset, response onset, and response offset. The next trial, in which the subject was instructed to drive back to the original cruising lane, began 5–10 seconds after finishing the previous trial. We believe that this dataset will lead to the development of novel neural processing methodology that can be used to index brain cortical dynamics and detect driving fatigue and drowsiness. This publicly available dataset will be beneficial to the neuroscience and brain-computer interface communities.
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spelling pubmed-64724142019-04-19 Multi-channel EEG recordings during a sustained-attention driving task Cao, Zehong Chuang, Chun-Hsiang King, Jung-Kai Lin, Chin-Teng Sci Data Data Descriptor We describe driver behaviour and brain dynamics acquired from a 90-minute sustained-attention task in an immersive driving simulator. The data included 62 sessions of 32-channel electroencephalography (EEG) data for 27 subjects driving on a four-lane highway who were instructed to keep the car cruising in the centre of the lane. Lane-departure events were randomly induced to cause the car to drift from the original cruising lane towards the left or right lane. A complete trial included events with deviation onset, response onset, and response offset. The next trial, in which the subject was instructed to drive back to the original cruising lane, began 5–10 seconds after finishing the previous trial. We believe that this dataset will lead to the development of novel neural processing methodology that can be used to index brain cortical dynamics and detect driving fatigue and drowsiness. This publicly available dataset will be beneficial to the neuroscience and brain-computer interface communities. Nature Publishing Group UK 2019-04-05 /pmc/articles/PMC6472414/ /pubmed/30952963 http://dx.doi.org/10.1038/s41597-019-0027-4 Text en © The Author(s) 2019 Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons license and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/. The Creative Commons Public Domain Dedication waiver http://creativecommons.org/publicdomain/zero/1.0/ applies to the metadata files associated with this article.
spellingShingle Data Descriptor
Cao, Zehong
Chuang, Chun-Hsiang
King, Jung-Kai
Lin, Chin-Teng
Multi-channel EEG recordings during a sustained-attention driving task
title Multi-channel EEG recordings during a sustained-attention driving task
title_full Multi-channel EEG recordings during a sustained-attention driving task
title_fullStr Multi-channel EEG recordings during a sustained-attention driving task
title_full_unstemmed Multi-channel EEG recordings during a sustained-attention driving task
title_short Multi-channel EEG recordings during a sustained-attention driving task
title_sort multi-channel eeg recordings during a sustained-attention driving task
topic Data Descriptor
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6472414/
https://www.ncbi.nlm.nih.gov/pubmed/30952963
http://dx.doi.org/10.1038/s41597-019-0027-4
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