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Volumn 28, Issue 5, 2015, Pages 680-690

Predicting Inter-session Performance of SMR-Based Brain–Computer Interface Using the Spectral Entropy of Resting-State EEG

Author keywords

BCI inefficiency; Biomarker; Brain machine interface (BMI); Classification; Resting state EEG

Indexed keywords

ADULT; APTITUDE; ARTICLE; BRAIN COMPUTER INTERFACE; CLASSIFICATION; ELECTROENCEPHALOGRAPHY; ENTROPY; FEMALE; HUMAN; HUMAN EXPERIMENT; IMAGERY; MALE; NORMAL HUMAN; PERFORMANCE; PREDICTION; PRIORITY JOURNAL; RECEIVER OPERATING CHARACTERISTIC; RELIABILITY; SENSORIMOTOR FUNCTION; FORECASTING; HAND; IMAGINATION; MOTOR ACTIVITY; PHYSIOLOGY; PROCEDURES; REPRODUCIBILITY; SENSORY FEEDBACK;

EID: 84938744320     PISSN: 08960267     EISSN: 15736792     Source Type: Journal    
DOI: 10.1007/s10548-015-0429-3     Document Type: Article
Times cited : (67)

References (38)
  • 1
    • 84889773983 scopus 로고    scopus 로고
    • High theta and low alpha powers may be indicative of bci-illiteracy in motor imagery
    • PID: 24278339
    • Ahn M, Cho H, Ahn S, Jun SC (2013) High theta and low alpha powers may be indicative of bci-illiteracy in motor imagery. PLoS One 8:e80886. doi:10.1371/journal.pone.0080886
    • (2013) PLoS One , vol.8 , pp. 80886
    • Ahn, M.1    Cho, H.2    Ahn, S.3    Jun, S.C.4
  • 2
    • 0037741920 scopus 로고    scopus 로고
    • Hemispherical asymmetry in human SMA during voluntary simple unilateral movements. An fMRI study
    • PID: 12784890
    • Babiloni C, Carducci F, Del Gratta C, Demartin M, Romani GL, Babiloni F, Rossini PM (2003) Hemispherical asymmetry in human SMA during voluntary simple unilateral movements. An fMRI study. Cortex 39:293–305. doi:10.1016/S0010-9452(08)70110-2
    • (2003) Cortex , vol.39 , pp. 293-305
    • Babiloni, C.1    Carducci, F.2    Del Gratta, C.3    Demartin, M.4    Romani, G.L.5    Babiloni, F.6    Rossini, P.M.7
  • 3
    • 77952887332 scopus 로고    scopus 로고
    • Neurophysiological predictor of SMR-based BCI performance
    • PID: 20303409
    • Blankertz B et al (2010) Neurophysiological predictor of SMR-based BCI performance. Neuroimage 51:1303–1309. doi:10.1016/j.neuroimage.2010.03.022
    • (2010) Neuroimage , vol.51 , pp. 1303-1309
    • Blankertz, B.1
  • 5
    • 53949114223 scopus 로고    scopus 로고
    • Brain-computer interfaces in neurological rehabilitation
    • PID: 18835541
    • Daly JJ, Wolpaw JR (2008) Brain-computer interfaces in neurological rehabilitation. Lancet Neurol 7:1032–1043. doi:10.1016/S1474-4422(08)70223-0
    • (2008) Lancet Neurol , vol.7 , pp. 1032-1043
    • Daly, J.J.1    Wolpaw, J.R.2
  • 6
    • 0034210646 scopus 로고    scopus 로고
    • The mental prosthesis: assessing the speed of a P300-based brain-computer interface
    • COI: 1:STN:280:DC%2BD3M%2FksFSjug%3D%3D, PID: 10896179
    • Donchin E, Spencer K, Wijesinghe R (2000) The mental prosthesis: assessing the speed of a P300-based brain-computer interface. IEEE Trans Rehabil Eng 8:174–179. doi:10.1109/86.847808
    • (2000) IEEE Trans Rehabil Eng , vol.8 , pp. 174-179
    • Donchin, E.1    Spencer, K.2    Wijesinghe, R.3
  • 7
    • 33846795833 scopus 로고    scopus 로고
    • EMG and EOG artifacts in brain computer interface systems: a survey
    • PID: 17169606
    • Fatourechi M, Bashashati A, Ward RK, Birch GE (2007) EMG and EOG artifacts in brain computer interface systems: a survey. Clin Neurophysiol 118:480–494. doi:10.1016/j.clinph.2006.10.019
    • (2007) Clin Neurophysiol , vol.118 , pp. 480-494
    • Fatourechi, M.1    Bashashati, A.2    Ward, R.K.3    Birch, G.E.4
  • 8
    • 78649663177 scopus 로고    scopus 로고
    • Evaluation of effective connectivity of motor areas during motor imagery and execution using conditional Granger causality
    • PID: 20828626
    • Gao Q, Duan X, Chen H (2011) Evaluation of effective connectivity of motor areas during motor imagery and execution using conditional Granger causality. Neuroimage 54:1280–1288. doi:10.1016/j.neuroimage.2010.08.071
    • (2011) Neuroimage , vol.54 , pp. 1280-1288
    • Gao, Q.1    Duan, X.2    Chen, H.3
  • 9
    • 84879696518 scopus 로고    scopus 로고
    • Progress and prospects in neurorehabilitation: clinical applications of stem cells and brain-computer interface for spinal cord lesions
    • PID: 23161257
    • Gongora M, Peressutti C, Machado S, Teixeira S, Velasques B, Ribeiro P (2013) Progress and prospects in neurorehabilitation: clinical applications of stem cells and brain-computer interface for spinal cord lesions. Neurol Sci 34:427–433. doi:10.1007/s10072-012-1232-5
    • (2013) Neurol Sci , vol.34 , pp. 427-433
    • Gongora, M.1    Peressutti, C.2    Machado, S.3    Teixeira, S.4    Velasques, B.5    Ribeiro, P.6
  • 10
    • 84863852960 scopus 로고    scopus 로고
    • High gamma-power predicts performance in sensorimotor-rhythm brain-computer interfaces
    • PID: 22713543
    • Grosse-Wentrup M, Schölkopf B (2012) High gamma-power predicts performance in sensorimotor-rhythm brain-computer interfaces. J Neural Eng 9:046001. doi:10.1088/1741-2560/9/4/046001
    • (2012) J Neural Eng , vol.9 , pp. 046001
    • Grosse-Wentrup, M.1    Schölkopf, B.2
  • 11
    • 84904071360 scopus 로고    scopus 로고
    • A review of performance variations in SMR-based brain-computer interfaces (BCIs)
    • Guger C, Allison BZ, Edlinger G, (eds), Springer, Berlin
    • Grosse-Wentrup M, Schölkopf B (2013) A review of performance variations in SMR-based brain-computer interfaces (BCIs). In: Guger C, Allison BZ, Edlinger G (eds) Brain-computer interface research. springerbriefs in electrical and computer engineering. Springer, Berlin, pp 39–51. doi:10.1007/978-3-642-36083-1_5
    • (2013) Brain-computer interface research. springerbriefs in electrical and computer engineering , pp. 39-51
    • Grosse-Wentrup, M.1    Schölkopf, B.2
  • 12
    • 0041853790 scopus 로고    scopus 로고
    • How many people are able to operate an EEG-based brain-computer interface (BCI)?
    • COI: 1:STN:280:DC%2BD3szmsV2nug%3D%3D, PID: 12899258
    • Guger C, Edlinger G, Harkam W, Niedermayer I, Pfurtscheller G (2003) How many people are able to operate an EEG-based brain-computer interface (BCI)? IEEE Trans Neural Syst Rehabil Eng 11:145–147. doi:10.1109/TNSRE.2003.814481
    • (2003) IEEE Trans Neural Syst Rehabil Eng , vol.11 , pp. 145-147
    • Guger, C.1    Edlinger, G.2    Harkam, W.3    Niedermayer, I.4    Pfurtscheller, G.5
  • 13
    • 79952737488 scopus 로고    scopus 로고
    • Neural mechanisms of brain-computer interface control
    • COI: 1:STN:280:DC%2BC3M3otFGrug%3D%3D, PID: 21256234
    • Halder S et al (2011) Neural mechanisms of brain-computer interface control. Neuroimage 55:1779–1790. doi:10.1016/j.neuroimage.2011.01.021
    • (2011) Neuroimage , vol.55 , pp. 1779-1790
    • Halder, S.1
  • 14
    • 84933680003 scopus 로고    scopus 로고
    • Prediction of brain-computer interface aptitude from individual brain structure
    • COI: 1:STN:280:DC%2BC3srjtF2ntA%3D%3D, PID: 23565083
    • Halder S, Varkuti B, Bogdan M, Kübler A, Rosenstiel W, Sitaram R, Birbaumer N (2013) Prediction of brain-computer interface aptitude from individual brain structure. Front Hum Neurosci 7:105. doi:10.3389/fnhum.2013.00105
    • (2013) Front Hum Neurosci , vol.7 , pp. 105
    • Halder, S.1    Varkuti, B.2    Bogdan, M.3    Kübler, A.4    Rosenstiel, W.5    Sitaram, R.6    Birbaumer, N.7
  • 15
    • 84155171148 scopus 로고    scopus 로고
    • Psychological predictors of SMR-BCI performance
    • PID: 21964375
    • Hammer EM et al (2012) Psychological predictors of SMR-BCI performance. Biol Psychol 89:80–86. doi:10.1016/j.biopsycho.2011.09.006
    • (2012) Biol Psychol , vol.89 , pp. 80-86
    • Hammer, E.M.1
  • 16
    • 0025781854 scopus 로고
    • Quantification of EEG irregularity by use of the entropy of the power spectrum
    • COI: 1:STN:280:DyaK3MzjvFKqtg%3D%3D, PID: 1714811
    • Inouye T et al (1991) Quantification of EEG irregularity by use of the entropy of the power spectrum. Electroencephalogr Clin Neurophysiol 79:204–210. doi:10.1016/0013-4694(91)90138-T
    • (1991) Electroencephalogr Clin Neurophysiol , vol.79 , pp. 204-210
    • Inouye, T.1
  • 18
    • 77956932514 scopus 로고    scopus 로고
    • An EEG-based BCI system for 2-D cursor control by combining Mu/Beta rhythm and P300 potential
    • PID: 20615806
    • Li Y, Long J, Yu T, Yu Z, Wang C, Zhang H, Guan C (2010) An EEG-based BCI system for 2-D cursor control by combining Mu/Beta rhythm and P300 potential. IEEE Trans Biomed Eng 57:2495–2505. doi:10.1109/TBME.2010.2055564
    • (2010) IEEE Trans Biomed Eng , vol.57 , pp. 2495-2505
    • Li, Y.1    Long, J.2    Yu, T.3    Yu, Z.4    Wang, C.5    Zhang, H.6    Guan, C.7
  • 19
    • 79551538302 scopus 로고    scopus 로고
    • Regularizing common spatial patterns to improve BCI designs: unified theory and new algorithms
    • PID: 20889426
    • Lotte F, Guan C (2011) Regularizing common spatial patterns to improve BCI designs: unified theory and new algorithms. IEEE Trans Biomed Eng 58:355–362. doi:10.1109/TBME.2010.2082539
    • (2011) IEEE Trans Biomed Eng , vol.58 , pp. 355-362
    • Lotte, F.1    Guan, C.2
  • 20
    • 84875384616 scopus 로고    scopus 로고
    • Adaptive Laplacian filtering for sensorimotor rhythm-based brain-computer interfaces
    • PID: 23220879
    • Lu J, McFarland DJ, Wolpaw JR (2012) Adaptive Laplacian filtering for sensorimotor rhythm-based brain-computer interfaces. J Neural Eng 10:016002. doi:10.1088/1741-2560/10/1/016002
    • (2012) J Neural Eng , vol.10 , pp. 016002
    • Lu, J.1    McFarland, D.J.2    Wolpaw, J.R.3
  • 21
    • 80054083872 scopus 로고    scopus 로고
    • Resting state basal ganglia network in idiopathic generalized epilepsy
    • PID: 21520351
    • Luo C et al (2012) Resting state basal ganglia network in idiopathic generalized epilepsy. Hum Brain Mapp 33:1279–1294. doi:10.1002/hbm.21286
    • (2012) Hum Brain Mapp , vol.33 , pp. 1279-1294
    • Luo, C.1
  • 22
    • 0344849430 scopus 로고    scopus 로고
    • Designing optimal spatial filters for single-trial EEG classification in a movement task
    • PID: 10400191
    • Müller-Gerking J, Pfurtscheller G, Flyvbjerg H (1999) Designing optimal spatial filters for single-trial EEG classification in a movement task. Clin Neurophysiol 110:787–798. doi:10.1016/S1388-2457(98)00038-8
    • (1999) Clin Neurophysiol , vol.110 , pp. 787-798
    • Müller-Gerking, J.1    Pfurtscheller, G.2    Flyvbjerg, H.3
  • 23
    • 0001370855 scopus 로고
    • Theta and beta rhythm in the electroencephalograms of normal adults
    • COI: 1:STN:280:DyaG38%2FhslOntg%3D%3D, PID: 14887634
    • Mundy-Castle AC (1951) Theta and beta rhythm in the electroencephalograms of normal adults. Electroencephalogr Clin Neurophysiol 3:477–486
    • (1951) Electroencephalogr Clin Neurophysiol , vol.3 , pp. 477-486
    • Mundy-Castle, A.C.1
  • 24
    • 33750360831 scopus 로고    scopus 로고
    • ERD/ERS patterns reflecting sensorimotor activation and deactivation
    • PID: 17071233
    • Neuper C, Wörtz M, Pfurtscheller G (2006) ERD/ERS patterns reflecting sensorimotor activation and deactivation. Prog Brain Res 159:211–222. doi:10.1016/S0079-6123(06)59014-4
    • (2006) Prog Brain Res , vol.159 , pp. 211-222
    • Neuper, C.1    Wörtz, M.2    Pfurtscheller, G.3
  • 25
    • 2542487187 scopus 로고    scopus 로고
    • Spectral entropy: a new method for anesthetic adequacy
    • PID: 19471748
    • Nunes RR, Almeida MP, Sleigh JW (2004) Spectral entropy: a new method for anesthetic adequacy. Rev Bras Anestesiol 54:404–422
    • (2004) Rev Bras Anestesiol , vol.54 , pp. 404-422
    • Nunes, R.R.1    Almeida, M.P.2    Sleigh, J.W.3
  • 27
    • 0032171718 scopus 로고    scopus 로고
    • Stochastic complexity measures for physiological signal analysis
    • COI: 1:STN:280:DyaK1cvgs1Ggsg%3D%3D, PID: 9735569
    • Rezek IA, Roberts SJ (1998) Stochastic complexity measures for physiological signal analysis. IEEE Trans Biomed Eng 45:1186–1191. doi:10.1109/10.709563
    • (1998) IEEE Trans Biomed Eng , vol.45 , pp. 1186-1191
    • Rezek, I.A.1    Roberts, S.J.2
  • 28
    • 2942531263 scopus 로고    scopus 로고
    • Hemispheric asymmetry in supplementary motor area connectivity during unilateral finger movements
    • PID: 15193615
    • Rogers BP, Carew JD, Meyerand ME (2004) Hemispheric asymmetry in supplementary motor area connectivity during unilateral finger movements. Neuroimage 22:855–859. doi:10.1016/j.neuroimage.2004.02.027
    • (2004) Neuroimage , vol.22 , pp. 855-859
    • Rogers, B.P.1    Carew, J.D.2    Meyerand, M.E.3
  • 29
    • 77954534870 scopus 로고    scopus 로고
    • Towards a cure for BCI illiteracy
    • PID: 19946737
    • Vidaurre C, Blankertz B (2010) Towards a cure for BCI illiteracy. Brain Topogr 23:194–198. doi:10.1007/s10548-009-0121-6
    • (2010) Brain Topogr , vol.23 , pp. 194-198
    • Vidaurre, C.1    Blankertz, B.2
  • 30
    • 79952167211 scopus 로고    scopus 로고
    • Toward unsupervised adaptation of LDA for brain-computer interfaces
    • COI: 1:STN:280:DC%2BC3M3htFaisA%3D%3D, PID: 21095857
    • Vidaurre C, Kawanabe M, von Bunau P, Blankertz B, Müller K-R (2011) Toward unsupervised adaptation of LDA for brain-computer interfaces. IEEE Trans Biomed Eng 58:587–597. doi:10.1109/TBME.2010.2093133
    • (2011) IEEE Trans Biomed Eng , vol.58 , pp. 587-597
    • Vidaurre, C.1    Kawanabe, M.2    von Bunau, P.3    Blankertz, B.4    Müller, K.-R.5
  • 31
    • 84880168723 scopus 로고    scopus 로고
    • Using a motor imagery questionnaire to estimate the performance of a brain-computer interface based on object oriented motor imagery
    • PID: 23535455
    • Vuckovic A, Osuagwu BA (2013) Using a motor imagery questionnaire to estimate the performance of a brain-computer interface based on object oriented motor imagery. Clin Neurophysiol 124:1586–1595. doi:10.1016/j.clinph.2013.02.016
    • (2013) Clin Neurophysiol , vol.124 , pp. 1586-1595
    • Vuckovic, A.1    Osuagwu, B.A.2
  • 32
    • 33746460404 scopus 로고    scopus 로고
    • A practical VEP-based brain-computer interface
    • COI: 1:CAS:528:DC%2BD28XmtFKlur8%3D, PID: 16792302
    • Wang Y, Wang R, Gao X, Hong B, Gao S (2006) A practical VEP-based brain-computer interface. IEEE Trans Neural Syst Rehabil Eng 14:234–239. doi:10.1109/TNSRE.2006.875576
    • (2006) IEEE Trans Neural Syst Rehabil Eng , vol.14 , pp. 234-239
    • Wang, Y.1    Wang, R.2    Gao, X.3    Hong, B.4    Gao, S.5
  • 33
    • 11144248238 scopus 로고    scopus 로고
    • Control of a two-dimensional movement signal by a noninvasive brain-computer interface in humans
    • COI: 1:CAS:528:DC%2BD2MXjtVSmtA%3D%3D, PID: 15585584
    • Wolpaw JR, McFarland DJ (2004) Control of a two-dimensional movement signal by a noninvasive brain-computer interface in humans. Proc Natl Acad Sci U S A 101:17849–17854. doi:10.1073/pnas.0403504101
    • (2004) Proc Natl Acad Sci U S A , vol.101 , pp. 17849-17854
    • Wolpaw, J.R.1    McFarland, D.J.2
  • 35
    • 84875963186 scopus 로고    scopus 로고
    • Improved wavelet entropy calculation with window functions and its preliminary application to study intracranial pressure
    • PID: 23566389
    • Xu P, Hu X, Yao D (2013a) Improved wavelet entropy calculation with window functions and its preliminary application to study intracranial pressure. Comput Biol Med 43:425–433. doi:10.1016/j.compbiomed.2013.01.022
    • (2013) Comput Biol Med , vol.43 , pp. 425-433
    • Xu, P.1    Hu, X.2    Yao, D.3
  • 36
    • 84883275278 scopus 로고    scopus 로고
    • Cortical network properties revealed by SSVEP in anesthetized rats
    • PID: 23970104
    • Xu P et al (2013b) Cortical network properties revealed by SSVEP in anesthetized rats. Sci Rep 3:2496. doi:10.1038/srep02496
    • (2013) Sci Rep , vol.3 , pp. 2496
    • Xu, P.1
  • 37
    • 84897985419 scopus 로고    scopus 로고
    • Using particle swarm to select frequency band and time interval for feature extraction of EEG based BCI
    • Xu P, Liu T, Zhang R, Zhang Y, Yao D (2014) Using particle swarm to select frequency band and time interval for feature extraction of EEG based BCI. Biomed Signal Process Control 10:289–295. doi:10.1016/j.bspc.2013.08.012
    • (2014) Biomed Signal Process Control , vol.10 , pp. 289-295
    • Xu, P.1    Liu, T.2    Zhang, R.3    Zhang, Y.4    Yao, D.5
  • 38
    • 84884165951 scopus 로고    scopus 로고
    • Z-score linear discriminant analysis for EEG based brain-computer interfaces
    • COI: 1:CAS:528:DC%2BC3sXhsFSqs7bE, PID: 24058565
    • Zhang R, Xu P, Guo L, Zhang Y, Li P, Yao D (2013) Z-score linear discriminant analysis for EEG based brain-computer interfaces. PLoS One 8:e74433. doi:10.1371/journal.pone.0074433
    • (2013) PLoS One , vol.8 , pp. 74433
    • Zhang, R.1    Xu, P.2    Guo, L.3    Zhang, Y.4    Li, P.5    Yao, D.6


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