{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,7,30]],"date-time":"2025-07-30T16:07:44Z","timestamp":1753891664368,"version":"3.41.2"},"reference-count":35,"publisher":"Frontiers Media SA","license":[{"start":{"date-parts":[[2020,10,19]],"date-time":"2020-10-19T00:00:00Z","timestamp":1603065600000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by\/4.0\/"}],"content-domain":{"domain":["frontiersin.org"],"crossmark-restriction":true},"short-container-title":["Front. Neurosci."],"DOI":"10.3389\/fnins.2020.566147","type":"journal-article","created":{"date-parts":[[2020,10,19]],"date-time":"2020-10-19T05:17:48Z","timestamp":1603084668000},"update-policy":"https:\/\/doi.org\/10.3389\/crossmark-policy","source":"Crossref","is-referenced-by-count":9,"title":["Motor Imagery Under Distraction\u2014 An Open Access BCI Dataset"],"prefix":"10.3389","volume":"14","author":[{"given":"Stephanie","family":"Brandl","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Benjamin","family":"Blankertz","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"1965","published-online":{"date-parts":[[2020,10,19]]},"reference":[{"key":"B1","doi-asserted-by":"publisher","first-page":"253","DOI":"10.1177\/155005941104200411","article-title":"A large clinical study on the ability of stroke patients to use an eeg-based motor imagery brain-computer interface","volume":"42","author":"Ang","year":"2011","journal-title":"Clin. EEG Neurosci"},{"key":"B2","doi-asserted-by":"publisher","first-page":"527","DOI":"10.1007\/BF01797193","article-title":"\u00dcber das Elektroenkephalogramm des Menschen","volume":"87","author":"Berger","year":"1929","journal-title":"Archiv. Psychiatr. Nervenkrankheit"},{"key":"B3","doi-asserted-by":"publisher","first-page":"1044","DOI":"10.1109\/TBME.2004.826692","article-title":"The BCI competition 2003: progress and perspectives in detection and discrimination of EEG single trials","volume":"51","author":"Blankertz","year":"2004","journal-title":"IEEE Trans. Biomed. Eng"},{"key":"B4","doi-asserted-by":"publisher","first-page":"153","DOI":"10.1109\/TNSRE.2006.875642","article-title":"The BCI competition III: validating alternative approaches to actual BCI problems","volume":"14","author":"Blankertz","year":"2006","journal-title":"IEEE Trans. Neural Syst. Rehabil. Eng"},{"key":"B5","doi-asserted-by":"publisher","first-page":"198","DOI":"10.3389\/fnins.2010.00198","article-title":"The Berlin brain-computer interface: non-medical uses of BCI technology","volume":"4","author":"Blankertz","year":"2010","journal-title":"Front. Neurosci"},{"key":"B6","doi-asserted-by":"publisher","first-page":"41","DOI":"10.1109\/MSP.2008.4408441","article-title":"Optimizing spatial filters for robust eeg single-trial analysis","volume":"25","author":"Blankertz","year":"2007","journal-title":"IEEE Signal Processi. Mag"},{"key":"B7","doi-asserted-by":"publisher","first-page":"056012","DOI":"10.1088\/1741-2560\/13\/5\/056012","article-title":"Brain-computer interfacing under distraction: an evaluation study","volume":"13","author":"Brandl","year":"2016","journal-title":"J. Neural Eng"},{"key":"B8","doi-asserted-by":"crossref","first-page":"15","DOI":"10.1145\/3038439.3038441","article-title":"Physiological effects of adaptive cruise control behaviour in real driving","volume-title":"Proceedings of the 2017 ACM Workshop on an Application-Oriented Approach to BCI Out of the Laboratory","author":"Brouwer","year":"2017"},{"key":"B9","doi-asserted-by":"publisher","first-page":"19","DOI":"10.3389\/fnins.2010.00019","article-title":"A tactile P300 brain-computer interface","volume":"4","author":"Brouwer","year":"2010","journal-title":"Front. Neurosci"},{"key":"B10","doi-asserted-by":"publisher","first-page":"566","DOI":"10.1109\/JETCAS.2011.2179421","article-title":"Optimizing the performances of a P300-based brain-computer interface in ambulatory conditions","volume":"1","author":"Castermans","year":"2011","journal-title":"IEEE J. Emerg. Select. Top. Circuits Syst"},{"key":"B11","doi-asserted-by":"publisher","first-page":"gix034","DOI":"10.1093\/gigascience\/gix034","article-title":"EEG datasets for motor imagery brain-computer interface","volume":"6","author":"Cho","year":"2017","journal-title":"GigaScience"},{"key":"B12","doi-asserted-by":"publisher","first-page":"46","DOI":"10.1016\/j.ijpsycho.2013.08.010","article-title":"Towards a truly mobile auditory brain-computer interface: exploring the P300 to take away","volume":"91","author":"De Vos","year":"2014","journal-title":"Int. J. Psychophysiol"},{"key":"B13","doi-asserted-by":"publisher","first-page":"165","DOI":"10.1080\/01621459.1989.10478752","article-title":"Regularized discriminant analysis","volume":"84","author":"Friedman","year":"1989","journal-title":"J. Am. Stat. Assoc"},{"key":"B14","doi-asserted-by":"publisher","first-page":"18","DOI":"10.1186\/s12984-019-0493-0","article-title":"Electroencephalography-based endogenous brain-computer interface for online communication with a completely locked-in patient","volume":"16","author":"Han","year":"2019","journal-title":"J. Neuroeng. Rehabil"},{"key":"B15","doi-asserted-by":"publisher","first-page":"e104854","DOI":"10.1371\/journal.pone.0104854","article-title":"Motor imagery for severely motor-impaired patients: evidence for brain-computer interfacing as superior control solution","volume":"9","author":"H\u00f6hne","year":"2014","journal-title":"PLoS ONE"},{"key":"B16","doi-asserted-by":"publisher","first-page":"444","DOI":"10.1111\/psyp.12793","article-title":"Clinical feasibility of brain-computer interface based on steady-state visual evoked potential in patients with locked-in syndrome: case studies","volume":"54","author":"Hwang","year":"2017","journal-title":"Psychophysiology"},{"key":"B17","first-page":"371","article-title":"The ten twenty electrode system of the international federation","volume":"10","author":"Jasper","year":"1958","journal-title":"EEG Clin. Neurophysiol"},{"key":"B18","doi-asserted-by":"publisher","first-page":"180211","DOI":"10.1038\/sdata.2018.211","article-title":"A large electroencephalographic motor imagery dataset for electroencephalographic brain computer interfaces","volume":"5","author":"Kaya","year":"2018","journal-title":"Sci. Data"},{"key":"B19","doi-asserted-by":"publisher","first-page":"388","DOI":"10.3389\/fnhum.2017.00388","article-title":"Sustained attention in real classroom settings: an EEG study","volume":"11","author":"Ko","year":"2017","journal-title":"Front. Hum. Neurosci"},{"key":"B20","doi-asserted-by":"publisher","first-page":"121","DOI":"10.1016\/j.artmed.2013.08.004","article-title":"Transferring brain-computer interfaces beyond the laboratory: successful application control for motor-disabled users","volume":"59","author":"Leeb","year":"2013","journal-title":"Artif. Intell. Med"},{"key":"B21","doi-asserted-by":"crossref","first-page":"336","DOI":"10.1145\/1690388.1690452","article-title":"Towards ambulatory brain-computer interfaces: a pilot study with P300 signals","volume-title":"Proceedings of the International Conference on Advances in Computer Enterntainment Technology","author":"Lotte","year":"2009"},{"key":"B22","doi-asserted-by":"publisher","first-page":"21","DOI":"10.1016\/j.rehab.2019.02.005","article-title":"Mental imagery for brain-computer interface control and communication in non-responsive individuals","volume":"63","author":"Lugo","year":"2020","journal-title":"Ann. Phys. Rehabil. Med"},{"key":"B23","doi-asserted-by":"publisher","first-page":"386","DOI":"10.1016\/S0013-4694(97)00022-2","article-title":"Spatial filter selection for EEG-based communication","volume":"103","author":"McFarland","year":"1997","journal-title":"Electroencephalogr. Clin. Neurophysiol"},{"key":"B24","first-page":"102","article-title":"Maritime cognitive workload assessment","volume-title":"Symbiotic Interaction. Symbiotic 2016. Lecture Notes in Computer Science","author":"Miklody","year":"2017"},{"key":"B25","doi-asserted-by":"publisher","first-page":"4770","DOI":"10.1073\/pnas.93.10.4770","article-title":"Selective attention to stimulus location modulates the steady-state visual evoked potential","volume":"93","author":"Morgan","year":"1996","journal-title":"Proc. Natl. Acad. Sci. U.S.A"},{"key":"B26","doi-asserted-by":"publisher","first-page":"399","DOI":"10.1016\/S1388-2457(02)00387-5","article-title":"Clinical application of an EEG-based brain-computer interface: a case study in a patient with severe motor impairment","volume":"114","author":"Neuper","year":"2003","journal-title":"Clin. Neurophysiol"},{"key":"B27","doi-asserted-by":"publisher","first-page":"62","DOI":"10.1016\/0013-4694(92)90133-3","article-title":"Event-related synchronization (ERS): an electrophysiological correlate of cortical areas at rest","volume":"83","author":"Pfurtscheller","year":"1992","journal-title":"Electroencephalogr. Clin. Neurophysiol"},{"key":"B28","doi-asserted-by":"publisher","first-page":"441","DOI":"10.1109\/86.895946","article-title":"Optimal spatial filtering of single trial EEG during imagined hand movement","volume":"8","author":"Ramoser","year":"2000","journal-title":"IEEE Trans. Rehabil. Eng"},{"key":"B29","doi-asserted-by":"publisher","first-page":"184","DOI":"10.1109\/TNSRE.2003.814453","article-title":"A data analysis competition to evaluate machine learning algorithms for use in brain-computer interfaces","volume":"11","author":"Sajda","year":"2003","journal-title":"Rehabilitation"},{"key":"B30","doi-asserted-by":"publisher","first-page":"1735","DOI":"10.1109\/TNSRE.2016.2628057","article-title":"Open access dataset for EEG + NIRS single-trial classification","volume":"25","author":"Shin","year":"2016","journal-title":"IEEE Trans. Neural Syst. Rehabil. Eng"},{"key":"B31","doi-asserted-by":"publisher","first-page":"55","DOI":"10.3389\/fnins.2012.00055","article-title":"Review of the BCI competition IV","volume":"6","author":"Tangermann","year":"2012","journal-title":"Front. Neurosci"},{"key":"B32","doi-asserted-by":"publisher","first-page":"1953","DOI":"10.1016\/S1388-2457(99)00146-7","article-title":"Steady-state vibration somatosensory evoked potentials: physiological characteristics and tuning function","volume":"110","author":"Tobimatsu","year":"1999","journal-title":"Clin. Neurophysiol"},{"key":"B33","doi-asserted-by":"publisher","first-page":"587","DOI":"10.1109\/TBME.2010.2093133","article-title":"Toward unsupervised adaptation of LDA for brain-computer interfaces","volume":"58","author":"Vidaurre","year":"2010","journal-title":"IEEE Trans. Biomed. Eng"},{"key":"B34","doi-asserted-by":"publisher","first-page":"72","DOI":"10.1016\/j.neuroimage.2019.06.021","article-title":"A new blind source separation framework for signal analysis and artifact rejection in functional near-infrared spectroscopy","volume":"200","author":"von L\u00fchmann","year":"2019","journal-title":"Neuroimage"},{"key":"B35","doi-asserted-by":"crossref","first-page":"59","DOI":"10.1007\/978-3-319-41402-7_8","article-title":"Mobile BCI technology: NeuroIS goes out of the lab, into the field","volume-title":"Information Systems and Neuroscience","author":"Wriessnegger","year":"2017"}],"container-title":["Frontiers in Neuroscience"],"original-title":[],"link":[{"URL":"https:\/\/www.frontiersin.org\/articles\/10.3389\/fnins.2020.566147\/full","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2021,4,9]],"date-time":"2021-04-09T06:38:08Z","timestamp":1617950288000},"score":1,"resource":{"primary":{"URL":"https:\/\/www.frontiersin.org\/articles\/10.3389\/fnins.2020.566147\/full"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2020,10,19]]},"references-count":35,"alternative-id":["10.3389\/fnins.2020.566147"],"URL":"https:\/\/doi.org\/10.3389\/fnins.2020.566147","relation":{},"ISSN":["1662-453X"],"issn-type":[{"type":"electronic","value":"1662-453X"}],"subject":[],"published":{"date-parts":[[2020,10,19]]},"article-number":"566147"}}