{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,5,8]],"date-time":"2026-05-08T16:04:53Z","timestamp":1778256293853,"version":"3.51.4"},"reference-count":44,"publisher":"Public Library of Science (PLoS)","issue":"9","license":[{"start":{"date-parts":[[2016,9,15]],"date-time":"2016-09-15T00:00:00Z","timestamp":1473897600000},"content-version":"vor","delay-in-days":0,"URL":"http:\/\/creativecommons.org\/licenses\/by\/4.0\/"}],"funder":[{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["61271352"],"award-info":[{"award-number":["61271352"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["61401002"],"award-info":[{"award-number":["61401002"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100003995","name":"Natural Science Foundation of Anhui Province","doi-asserted-by":"publisher","award":["1408085QF125"],"award-info":[{"award-number":["1408085QF125"]}],"id":[{"id":"10.13039\/501100003995","id-type":"DOI","asserted-by":"publisher"}]},{"name":"Anhui University Center of Information Support &Assurance Technology Open Foundation","award":["ADXXBZ2014-3"],"award-info":[{"award-number":["ADXXBZ2014-3"]}]}],"content-domain":{"domain":["www.plosone.org"],"crossmark-restriction":false},"short-container-title":["PLoS ONE"],"DOI":"10.1371\/journal.pone.0162657","type":"journal-article","created":{"date-parts":[[2016,9,15]],"date-time":"2016-09-15T17:58:23Z","timestamp":1473962303000},"page":"e0162657","update-policy":"https:\/\/doi.org\/10.1371\/journal.pone.corrections_policy","source":"Crossref","is-referenced-by-count":53,"title":["A Fully Automated Trial Selection Method for Optimization of Motor Imagery Based Brain-Computer Interface"],"prefix":"10.1371","volume":"11","author":[{"given":"Bangyan","family":"Zhou","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Xiaopei","family":"Wu","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Zhao","family":"Lv","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Lei","family":"Zhang","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Xiaojin","family":"Guo","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"340","published-online":{"date-parts":[[2016,9,15]]},"reference":[{"issue":"6","key":"ref1","doi-asserted-by":"crossref","first-page":"767","DOI":"10.1016\/S1388-2457(02)00057-3","article-title":"Brain\u2013computer interfaces for communication and control","volume":"113","author":"J. R. Wolpaw","year":"2002","journal-title":"Clinical Neurophysiology"},{"issue":"6","key":"ref2","doi-asserted-by":"crossref","first-page":"907","DOI":"10.1109\/JPROC.2015.2407272","article-title":"Noninvasive Brain-Computer Interfaces Based on Sensorimotor Rhythms","volume":"103","author":"B. He","year":"2015","journal-title":"Proceedings of the IEEE"},{"issue":"6","key":"ref3","doi-asserted-by":"crossref","first-page":"1034","DOI":"10.1109\/TBME.2004.827072","article-title":"BCI2000: a general-purpose brain-computer interface (BCI) system","volume":"51","author":"G. Schalk","year":"2004","journal-title":"Biomedical Engineering, IEEE Transactions on"},{"key":"ref4","doi-asserted-by":"crossref","first-page":"1567","DOI":"10.1109\/JPROC.2012.2185009","article-title":"Evolving signal processing for brain\u2013computer interfaces","volume":"100","author":"S. Makeig","year":"2012","journal-title":"Proceedings of the IEEE"},{"key":"ref5","doi-asserted-by":"crossref","first-page":"41","DOI":"10.1016\/j.jneumeth.2013.08.025","article-title":"Effects of eye artifact removal methods on single trial P300 detection, a comparative study","volume":"221","author":"F. Ghaderi","year":"2014","journal-title":"Journal of Neuroscience Methods"},{"issue":"4","key":"ref6","doi-asserted-by":"crossref","first-page":"441","DOI":"10.1109\/86.895946","article-title":"Optimal spatial filtering of single trial EEG during imagined hand movement","volume":"8","author":"H. Ramoser","year":"2000","journal-title":"Rehabilitation Engineering, IEEE Transactions on"},{"issue":"1","key":"ref7","doi-asserted-by":"crossref","first-page":"41","DOI":"10.1109\/MSP.2008.4408441","article-title":"Optimizing spatial filters for robust EEG single-trial analysis","volume":"25","author":"B. Blankertz","year":"2008","journal-title":"Signal Processing Magazine, IEEE"},{"key":"ref8","first-page":"1","article-title":"Filter bank common spatial pattern algorithm on BCI competition IV datasets 2a and 2b","volume":"6","author":"K. K. Ang","year":"2012","journal-title":"Frontiers in Neuroscience"},{"key":"ref9","unstructured":"Chin Z. Y., Ang K. K., Wang C., Guan C., Zhang H. (2009) Multi-class filter bank common spatial pattern for four-class motor imagery BCI. Proc 31th Int IEEE EMBC Conf. pp 571\u2013574."},{"issue":"6","key":"ref10","doi-asserted-by":"crossref","first-page":"993","DOI":"10.1109\/TBME.2004.827088","article-title":"Boosting bit rates in noninvasive EEG single-trial classifications by feature combination and multiclass paradigms","volume":"51","author":"G. Dornhege","year":"2004","journal-title":"Biomedical Engineering, IEEE Transactions on"},{"key":"ref11","unstructured":"Wu W., Gao X., Gao S. (2006) One-versus-the-rest (OVR) algorithm: An extension of common spatial patterns (CSP) algorithm to multi-class case. Proc 27th Int IEEE EMBS Conf. pp 2387\u20132390."},{"key":"ref12","unstructured":"Makeig S., Bell A. J., Jung T. P., Sejnowski T. J. (1996) Independent component analysis of electroencephalographic data. Advances in Neural Information Processing Systems, 145\u2013151."},{"issue":"1","key":"ref13","doi-asserted-by":"crossref","first-page":"57","DOI":"10.1109\/MSP.2008.4408442","article-title":"ICA: a potential tool for BCI systems","volume":"25","author":"A. Kachenoura","year":"2008","journal-title":"Signal Processing Magazine, IEEE"},{"issue":"8","key":"ref14","doi-asserted-by":"crossref","first-page":"957","DOI":"10.1016\/j.patrec.2007.01.002","article-title":"Spatial filtering and selection of optimized components in four class motor imagery EEG data using independent components analysis","volume":"28","author":"C. Brunner","year":"2007","journal-title":"Pattern Recognition Letters"},{"issue":"2","key":"ref15","doi-asserted-by":"crossref","first-page":"230","DOI":"10.1109\/TNSRE.2013.2293139","article-title":"Independent Component Ensemble of EEG for Brain\u2013Computer Interface","volume":"22","author":"C. H. Chuang","year":"2014","journal-title":"Neural Systems and Rehabilitation Engineering, IEEE Transactions on"},{"issue":"4","key":"ref16","first-page":"94","article-title":"Survey on independent component analysis","volume":"2","author":"A. Hyvarinen","year":"1999","journal-title":"Neural Computing Surveys"},{"key":"ref17","doi-asserted-by":"crossref","first-page":"R15","DOI":"10.1088\/0967-3334\/26\/1\/R02","article-title":"Independent component analysis for biomedical signals","volume":"26","author":"J. J. Christopher","year":"2005","journal-title":"Physiological Measurement"},{"issue":"11","key":"ref18","doi-asserted-by":"crossref","first-page":"1842","DOI":"10.1016\/S1388-2457(99)00141-8","article-title":"Event-related EEG\/MEG synchronization and desynchronization: basic principles","volume":"110","author":"G. Pfurtscheller","year":"1999","journal-title":"Clinical Neurophysiology"},{"issue":"12","key":"ref19","doi-asserted-by":"crossref","first-page":"2744","DOI":"10.1016\/j.clinph.2004.06.022","article-title":"Classifying EEG-based motor imagery tasks by means of time\u2013frequency synthesized spatial patterns","volume":"115","author":"T. Wang","year":"2004","journal-title":"Clinical Neurophysiology"},{"issue":"5","key":"ref20","doi-asserted-by":"crossref","first-page":"e37665","DOI":"10.1371\/journal.pone.0037665","article-title":"Transfer of EEG spatial filters from resting to motor imagery using independent component analysis","volume":"7","author":"Y. Wang","year":"2012","journal-title":"PloS One"},{"issue":"02","key":"ref21","doi-asserted-by":"crossref","first-page":"163","DOI":"10.1111\/1469-8986.3720163","article-title":"Removing electroencephalographic artifacts by blind source separation","volume":"37","author":"T. P. Jung","year":"2000","journal-title":"Psychophysiology"},{"issue":"3","key":"ref22","doi-asserted-by":"crossref","first-page":"166","DOI":"10.1002\/hbm.1050","article-title":"Analysis and visualization of single trial event-related potentials","volume":"14","author":"T. P. Jung","year":"2001","journal-title":"Human Brain Mapping"},{"key":"ref23","doi-asserted-by":"crossref","first-page":"690","DOI":"10.1126\/science.1066168","article-title":"Dynamic Brain Sources of Visual Evoked Responses","volume":"295","author":"S. Makeig","year":"2002","journal-title":"Science"},{"issue":"4","key":"ref24","doi-asserted-by":"crossref","first-page":"425","DOI":"10.1088\/0967-3334\/27\/4\/008","article-title":"Automatic removal of the eye blink artifact from EEG using an ICA-based template matching approach","volume":"27","author":"Y. Li","year":"2006","journal-title":"Physiological Measurement"},{"issue":"5","key":"ref25","doi-asserted-by":"crossref","first-page":"868","DOI":"10.1016\/j.clinph.2009.01.015","article-title":"Semi-automatic identification of independent components representing EEG artifact","volume":"120","author":"F. C. Viola","year":"2009","journal-title":"Clinical Neurophysiology"},{"issue":"1","key":"ref26","doi-asserted-by":"crossref","first-page":"73","DOI":"10.1109\/JBHI.2014.2370646","article-title":"Automatic Identification of Artifact-related Independent Components for Artifact Removal in EEG Recordings","volume":"20","author":"Y. Zou","year":"2016","journal-title":"IEEE Journal of Biomedical and Health Informatics"},{"issue":"7","key":"ref27","first-page":"540","article-title":"ICA Filter Design in Brain-Computer Interface of Motor Imagery","volume":"30","author":"X. P. Wu","year":"2014","journal-title":"Acta Biophysica Sinica"},{"key":"ref28","unstructured":"Zhou B. Y., Wu X. P., Zhang L., Guo X. J., Lv Z. (2014) Optimizing ICA-based Spatial Filters for Long-Term BCI Users. Proc 8th ICBBE Conf. pp 173\u2013179."},{"key":"ref29","unstructured":"Lan T., Erdogmus D., Adami A., Pavel M., Mathan S. (2006) Salient EEG channel selection in brain computer interfaces by mutual information maximization. Proc 27th Int IEEE EMBC Conf. pp 7064\u20137067."},{"issue":"2","key":"ref30","doi-asserted-by":"crossref","first-page":"417","DOI":"10.1162\/089976699300016719","article-title":"Independent component analysis using an extended infomax algorithm for mixed subgaussian and supergaussian sources","volume":"11","author":"T. W. Lee","year":"1999","journal-title":"Neural Computation"},{"issue":"8","key":"ref31","doi-asserted-by":"crossref","first-page":"1875","DOI":"10.1162\/089976699300015990","article-title":"Natural gradient learning for over-and under-complete bases in ICA","volume":"11","author":"S. I. Amari","year":"1999","journal-title":"Neural Computation"},{"issue":"1","key":"ref32","doi-asserted-by":"crossref","first-page":"9","DOI":"10.1016\/j.jneumeth.2003.10.009","article-title":"EEGLAB: an open source toolbox for analysis of single-trial EEG dynamics including independent component analysis","volume":"134","author":"A. Delorme","year":"2004","journal-title":"Journal of Neuroscience methods"},{"key":"ref33","doi-asserted-by":"crossref","first-page":"1567","DOI":"10.1109\/JPROC.2012.2185009","article-title":"Evolving signal processing for brain\u2013computer interfaces","volume":"100","author":"S. Makeig","year":"2012","journal-title":"Proceedings of the IEEE"},{"issue":"2","key":"ref34","doi-asserted-by":"crossref","first-page":"e30135","DOI":"10.1371\/journal.pone.0030135","article-title":"Independent EEG sources are dipolar","volume":"7","author":"A. Delorme","year":"2012","journal-title":"PLoS One"},{"issue":"4","key":"ref35","doi-asserted-by":"crossref","first-page":"447","DOI":"10.1109\/86.895947","article-title":"Real-time EEG analysis with subject-specific spatial patterns for a brain-computer interface (BCI)","volume":"8","author":"C. Guger","year":"2000","journal-title":"Rehabilitation Engineering, IEEE Transactions on"},{"issue":"1","key":"ref36","doi-asserted-by":"crossref","first-page":"R13","DOI":"10.1088\/1741-2560\/3\/1\/R02","article-title":"Towards adaptive classification for BCI","volume":"3","author":"P. Shenoy","year":"2006","journal-title":"Journal of neural engineering"},{"issue":"8","key":"ref37","doi-asserted-by":"crossref","first-page":"e2967","DOI":"10.1371\/journal.pone.0002967","article-title":"Towards zero training for brain-computer interfacing","volume":"3","author":"M. Krauledat","year":"2008","journal-title":"PLoS One"},{"issue":"7","key":"ref38","doi-asserted-by":"crossref","first-page":"e102504","DOI":"10.1371\/journal.pone.0102504","article-title":"True Zero-Training Brain-Computer Interfacing-An Online Study","volume":"9","author":"P. J. Kindermans","year":"2014","journal-title":"PLoS One"},{"issue":"3","key":"ref39","doi-asserted-by":"crossref","first-page":"587","DOI":"10.1109\/TBME.2010.2093133","article-title":"Toward unsupervised adaptation of LDA for brain\u2013computer interfaces","volume":"58","author":"C. Vidaurre","year":"2011","journal-title":"Biomedical Engineering, IEEE Transactions on"},{"issue":"12","key":"ref40","doi-asserted-by":"crossref","first-page":"2637","DOI":"10.1016\/j.clinph.2007.08.025","article-title":"Exploration of computational methods for classification of movement intention during human voluntary movement from single trial EEG","volume":"118","author":"O. Bai","year":"2007","journal-title":"Clinical Neurophysiology"},{"issue":"3","key":"ref41","doi-asserted-by":"crossref","first-page":"135","DOI":"10.1088\/1741-2560\/1\/3\/002","article-title":"Motor imagery classification by means of source analysis for brain\u2013computer interface applications","volume":"1","author":"L. Qin","year":"2005","journal-title":"Journal of Neural Engineering"},{"issue":"1","key":"ref42","doi-asserted-by":"crossref","first-page":"4","DOI":"10.1109\/TBME.2015.2467312","article-title":"EEG Source Imaging Enhances the Decoding of Complex Right-Hand Motor Imagery Tasks","volume":"63","author":"B. J. Edelman","year":"2016","journal-title":"Biomedical Engineering, IEEE Transactions on"},{"issue":"8","key":"ref43","doi-asserted-by":"crossref","first-page":"1053","DOI":"10.1007\/s10439-005-5772-1","article-title":"Recognition of Motor Imagery Electroencephalography Using Independent Component Analysis and Machine Classifiers","volume":"33","author":"C. I. Hung","year":"2005","journal-title":"Annals of Biomedical Engineering"},{"issue":"3","key":"ref44","doi-asserted-by":"crossref","first-page":"208","DOI":"10.1088\/1741-2560\/3\/3\/003","article-title":"Seperability of four-class motor imagery data using independent components analysis","volume":"3","author":"M. Naeem","year":"2006","journal-title":"Journal of Neural Engineering"}],"container-title":["PLOS ONE"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/dx.plos.org\/10.1371\/journal.pone.0162657","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2020,9,26]],"date-time":"2020-09-26T01:53:57Z","timestamp":1601085237000},"score":1,"resource":{"primary":{"URL":"https:\/\/dx.plos.org\/10.1371\/journal.pone.0162657"}},"subtitle":[],"editor":[{"given":"Bin","family":"He","sequence":"first","affiliation":[],"role":[{"role":"editor","vocabulary":"crossref"}]}],"short-title":[],"issued":{"date-parts":[[2016,9,15]]},"references-count":44,"journal-issue":{"issue":"9","published-online":{"date-parts":[[2016,9,15]]}},"URL":"https:\/\/doi.org\/10.1371\/journal.pone.0162657","relation":{},"ISSN":["1932-6203"],"issn-type":[{"value":"1932-6203","type":"electronic"}],"subject":[],"published":{"date-parts":[[2016,9,15]]}}}