Toward a Hybrid Passive BCI for the Modulation of Sustained Attention Using EEG and fNIRS.
BCI (Brain Computer Interface)
EEG
HCI (human computer interaction)
fNIRS (functional near infrared spectroscopy)
sustained attention
wavelet coherence
Journal
Frontiers in human neuroscience
ISSN: 1662-5161
Titre abrégé: Front Hum Neurosci
Pays: Switzerland
ID NLM: 101477954
Informations de publication
Date de publication:
2019
2019
Historique:
received:
31
08
2018
accepted:
21
10
2019
entrez:
30
11
2019
pubmed:
30
11
2019
medline:
30
11
2019
Statut:
epublish
Résumé
We report results of a study that utilizes a BCI to drive an interactive interface countermeasure that allows users to self-regulate sustained attention while performing an ecologically valid, long-duration business logistics task. An engagement index derived from EEG signals was used to drive the BCI while fNIRS measured hemodynamic activity for the duration of the task. Participants (
Identifiants
pubmed: 31780914
doi: 10.3389/fnhum.2019.00393
pmc: PMC6851201
doi:
Types de publication
Journal Article
Langues
eng
Pagination
393Informations de copyright
Copyright © 2019 Karran, Demazure, Leger, Labonte-LeMoyne, Senecal, Fredette and Babin.
Références
Sensors (Basel). 2012;12(2):1211-79
pubmed: 22438708
Biol Psychol. 2004 Nov;67(3):283-97
pubmed: 15294387
Phys Med Biol. 2013 Jun 7;58(11):R37-61
pubmed: 23666068
J Exp Psychol Appl. 2010 Jun;16(2):187-203
pubmed: 20565203
Front Hum Neurosci. 2014 Apr 28;8:244
pubmed: 24808844
Neuroimage. 2014 Jan 15;85 Pt 1:6-27
pubmed: 23684868
Front Hum Neurosci. 2016 May 18;10:223
pubmed: 27242486
Front Hum Neurosci. 2013 Dec 24;7:882
pubmed: 24399949
Neuroimage Clin. 2016 Jan 25;11:124-132
pubmed: 26937380
J Neural Eng. 2011 Apr;8(2):025005
pubmed: 21436512
Clin Neurophysiol. 2006 Sep;117(9):1885-901
pubmed: 16581292
J Exp Psychol Appl. 2006 Mar;12(1):50-65
pubmed: 16536659
Front Neurorobot. 2017 Feb 17;11:6
pubmed: 28261084
Front Neurosci. 2014 Nov 18;8:373
pubmed: 25477777
Front Hum Neurosci. 2016 May 18;10:216
pubmed: 27242480
Neuroimage. 2009 Feb 1;44(3):893-905
pubmed: 18976716
Physiol Meas. 2012 Feb;33(2):259-70
pubmed: 22273765
Biol Psychol. 1997 Mar 21;45(1-3):73-93
pubmed: 9083645
Cereb Cortex. 2015 Mar;25(3):609-18
pubmed: 24062316
Biol Psychol. 1995 May;40(1-2):187-95
pubmed: 7647180
Neuroimage. 2012 Jan 2;59(1):519-29
pubmed: 21840399
Physiol Behav. 2008 Jan 28;93(1-2):369-78
pubmed: 17999934
Neuroimage. 2005 Oct 1;27(4):842-51
pubmed: 15979346
Front Hum Neurosci. 2018 Jan 25;12:6
pubmed: 29422841
Front Neurorobot. 2017 Jul 24;11:35
pubmed: 28790910
Neuroimage. 2012 Jan 2;59(1):36-47
pubmed: 21722738
Hum Factors. 2002 Winter;44(4):654-64
pubmed: 12691372
PLoS One. 2011;6(10):e26377
pubmed: 22039475
Neuroimage. 2012 Feb 1;59(3):2430-7
pubmed: 21933717
Hum Factors. 1996 Dec;38(4):665-79
pubmed: 11536753
Biol Psychol. 2014 Oct;102:118-29
pubmed: 25088378
Front Hum Neurosci. 2018 Jun 28;12:246
pubmed: 30002623
Electroencephalogr Clin Neurophysiol Suppl. 1999;52:3-6
pubmed: 10590970
Front Hum Neurosci. 2018 Jul 17;12:282
pubmed: 30065638
Front Neurosci. 2010 Apr 21;4:30
pubmed: 20582271
Biomed Opt Express. 2013 Jul 17;4(8):1366-79
pubmed: 24009999
Front Hum Neurosci. 2013 Sep 19;7:583
pubmed: 24065906