메뉴 건너뛰기




Volumn 10, Issue 6, 2013, Pages

Prediction of SSVEP-based BCI performance by the resting-state EEG network

Author keywords

[No Author keywords available]

Indexed keywords

CANONICAL CORRELATION ANALYSIS; CHARACTERISTIC PATH LENGTHS; CLASSIFICATION ACCURACY; CLUSTERING COEFFICIENT; FUNCTIONAL CONNECTIVITY; PREDICTION PERFORMANCE; RESTING-STATE FUNCTIONAL CONNECTIVITIES; STEADY-STATE VISUAL EVOKED POTENTIALS;

EID: 84888992908     PISSN: 17412560     EISSN: 17412552     Source Type: Journal    
DOI: 10.1088/1741-2560/10/6/066017     Document Type: Article
Times cited : (61)

References (42)
  • 2
    • 77950859778 scopus 로고    scopus 로고
    • Steady-state visually evoked potentials: Focus on essential paradigms and future perspectives
    • 10.1016/j.pneurobio.2009.11.005 0301-0082
    • Vialatte F B, Maurice M, Dauwels J and Cichocki A 2010 Steady-state visually evoked potentials: focus on essential paradigms and future perspectives Prog. Neurobiol. 90 418-38
    • (2010) Prog. Neurobiol. , vol.90 , pp. 418-438
    • Vialatte, F.B.1    Maurice, M.2    Dauwels, J.3    Cichocki, A.4
  • 3
    • 84857573849 scopus 로고    scopus 로고
    • Brain computer interfaces, a review
    • 10.3390/s120201211 0746-9462
    • Nicolas-Alonso L F and Gomez-Gil J 2012 Brain computer interfaces, a review Sensors 12 1211-79
    • (2012) Sensors , vol.12 , pp. 1211-1279
    • Nicolas-Alonso, L.F.1    Gomez-Gil, J.2
  • 4
    • 84875853575 scopus 로고    scopus 로고
    • A novel hybrid BCI speller based on the incorporation of SSVEP into the P300 paradigm
    • 10.1088/1741-2560/10/2/026012 1741-2552 026012
    • Yin E et al 2013 A novel hybrid BCI speller based on the incorporation of SSVEP into the P300 paradigm J. Neural Eng. 10 026012
    • (2013) J. Neural Eng. , vol.10 , Issue.2
    • Yin, E.1
  • 5
    • 84875854610 scopus 로고    scopus 로고
    • A hybrid BCI speller paradigm combining P300 potential and the SSVEP blocking feature
    • 10.1088/1741-2560/10/2/026001 1741-2552 026001
    • Xu M et al 2013 A hybrid BCI speller paradigm combining P300 potential and the SSVEP blocking feature J. Neural Eng. 10 026001
    • (2013) J. Neural Eng. , vol.10 , Issue.2
    • Xu, M.1
  • 6
    • 80054066148 scopus 로고    scopus 로고
    • Altered functional-structural coupling of large-scale brain networks in idiopathic generalized epilepsy
    • 10.1093/brain/awr223
    • Zhang Z et al 2011 Altered functional-structural coupling of large-scale brain networks in idiopathic generalized epilepsy Brain 134 2912-28
    • (2011) Brain , vol.134 , pp. 2912-2928
    • Zhang, Z.1
  • 7
    • 78649653305 scopus 로고    scopus 로고
    • Abnormal cortical networks in mild cognitive impairment and Alzheimer's disease
    • 10.1371/journal.pcbi.1001006
    • Yao Z et al 2010 Abnormal cortical networks in mild cognitive impairment and Alzheimer's disease PLoS Comput. Biol. 6 e1001006
    • (2010) PLoS Comput. Biol. , vol.6 , pp. 1001006
    • Yao, Z.1
  • 8
    • 67049097328 scopus 로고    scopus 로고
    • Efficiency of functional brain networks and intellectual performance
    • 10.1523/JNEUROSCI.1443-09.2009
    • van den Heuvel M P, Stam C J, Kahn R S and Hulshoff Pol H E 2009 Efficiency of functional brain networks and intellectual performance J. Neurosci. 29 7619-24
    • (2009) J. Neurosci. , vol.29 , pp. 7619-7624
    • Van Den Heuvel, M.P.1    Stam, C.J.2    Kahn, R.S.3    Hulshoff Pol, H.E.4
  • 9
    • 67049115651 scopus 로고    scopus 로고
    • Brain anatomical network and intelligence
    • 10.1371/journal.pcbi.1000395
    • Li Y et al 2009 Brain anatomical network and intelligence PLoS Comput. Biol. 5 e1000395
    • (2009) PLoS Comput. Biol. , vol.5 , pp. 1000395
    • Li, Y.1
  • 10
  • 11
    • 84856218722 scopus 로고    scopus 로고
    • Interindividual reaction time variability is related to resting-state network topology: An electroencephalogram study
    • 10.1016/j.neuroscience.2011.11.048
    • Zhou G et al 2012 Interindividual reaction time variability is related to resting-state network topology: an electroencephalogram study Neuroscience 202 276-82
    • (2012) Neuroscience , vol.202 , pp. 276-282
    • Zhou, G.1
  • 12
    • 78951478093 scopus 로고    scopus 로고
    • Cognition is related to resting-state small-world network topology: An magnetoencephalographic study
    • 10.1016/j.neuroscience.2010.11.039
    • Douw L et al 2011 Cognition is related to resting-state small-world network topology: an magnetoencephalographic study Neuroscience 175 169-77
    • (2011) Neuroscience , vol.175 , pp. 169-177
    • Douw, L.1
  • 13
    • 34547660093 scopus 로고    scopus 로고
    • Functional connectivity of frontal cortex in healthy and adhd children reflected in EEG coherence
    • DOI 10.1093/cercor/bhl089
    • Murias M, Swanson J M and Srinivasan R 2007 Functional connectivity of frontal cortex in healthy and ADHD children reflected in EEG coherence Cereb. Cortex 17 1788-99 (Pubitemid 47216497)
    • (2007) Cerebral Cortex , vol.17 , Issue.8 , pp. 1788-1799
    • Murias, M.1    Swanson, J.M.2    Srinivasan, R.3
  • 14
    • 4344628515 scopus 로고    scopus 로고
    • Relationship between resting alpha activity and the ERPs obtained during a highly demanding selective attention task
    • DOI 10.1016/j.ijpsycho.2004.05.008, PII S0167876004000832
    • Ramos-Loyo J, Gonzalez-Garrido A A, Amicus C and Guevara M A 2004 Relationship between resting alpha activity and the ERPs obtained during a highly demanding selective attention task Int. J. Psychophysiol. 54 251-62 (Pubitemid 39141210)
    • (2004) International Journal of Psychophysiology , vol.54 , Issue.3 , pp. 251-262
    • Ramos-Loyo, J.1    Gonzalez-Garrido, A.A.2    Amezcua, C.3    Guevara, M.A.4
  • 15
    • 84883151862 scopus 로고    scopus 로고
    • Differentiating closed-loop cortical intention from rest: Building an asynchronous electrocorticographic BCI
    • 10.1088/1741-2560/10/4/046001 1741-2552 046001
    • Williams J J, Rouse A G, Thongpang S, Williams J C and Moran D W 2013 Differentiating closed-loop cortical intention from rest: building an asynchronous electrocorticographic BCI J. Neural Eng. 10 046001
    • (2013) J. Neural Eng. , vol.10 , Issue.4
    • Williams, J.J.1    Rouse, A.G.2    Thongpang, S.3    Williams, J.C.4    Moran, D.W.5
  • 17
    • 77952887332 scopus 로고    scopus 로고
    • Neurophysiological predictor of SMR-based BCI performance
    • 10.1016/j.neuroimage.2010.03.022
    • Blankertz B et al 2010 Neurophysiological predictor of SMR-based BCI performance Neuroimage 51 1303-9
    • (2010) Neuroimage , vol.51 , pp. 1303-1309
    • Blankertz, B.1
  • 18
    • 0035191062 scopus 로고    scopus 로고
    • A method to standardize a reference of scalp EEG recordings to a point at infinity
    • DOI 10.1088/0967-3334/22/4/305, PII S0967333401241070
    • Yao D 2001 A method to standardize a reference of scalp EEG recordings to a point at infinity Physiol. Meas. 22 693-711 (Pubitemid 33104656)
    • (2001) Physiological Measurement , vol.22 , Issue.4 , pp. 693-711
    • Yao, D.1
  • 19
    • 33644959864 scopus 로고    scopus 로고
    • Steady-state visual evoked potentials: Distributed local sources and wave-like dynamics are sensitive to flicker frequency
    • 10.1007/s10548-006-0267-4 0896-0267
    • Srinivasan R, Bibi F A and Nunez P L 2006 Steady-state visual evoked potentials: distributed local sources and wave-like dynamics are sensitive to flicker frequency Brain Topogr. 18 167-87
    • (2006) Brain Topogr. , vol.18 , pp. 167-187
    • Srinivasan, R.1    Bibi, F.A.2    Nunez, P.L.3
  • 20
    • 34249320522 scopus 로고    scopus 로고
    • Frequency recognition based on canonical correlation analysis for SSVEP-based BCIs
    • 10.1109/TBME.2006.889197 0018-9294
    • Lin Z, Zhang C, Wu W and Gao X 2006 Frequency recognition based on canonical correlation analysis for SSVEP-based BCIs IEEE Trans. Biomed. Eng. 54 1172-6
    • (2006) IEEE Trans. Biomed. Eng. , vol.54 , pp. 1172-1176
    • Lin, Z.1    Zhang, C.2    Wu, W.3    Gao, X.4
  • 21
    • 84863262502 scopus 로고    scopus 로고
    • Multiple frequencies sequential coding for SSVEP-based brain-computer interface
    • 10.1371/journal.pone.0029519
    • Zhang Y et al 2012 Multiple frequencies sequential coding for SSVEP-based brain-computer interface PLoS One 7 e29519
    • (2012) PLoS One , vol.7 , pp. 29519
    • Zhang, Y.1
  • 22
    • 79954544077 scopus 로고    scopus 로고
    • A cell-phone-based brain-computer interface for communication in daily life
    • 10.1088/1741-2560/8/2/025018 1741-2552 025018
    • Wang Y T, Wang Y and Jung T P 2011 A cell-phone-based brain-computer interface for communication in daily life J. Neural Eng. 8 025018
    • (2011) J. Neural Eng. , vol.8 , Issue.2
    • Wang, Y.T.1    Wang, Y.2    Jung, T.P.3
  • 23
    • 70349773464 scopus 로고    scopus 로고
    • An online multi-channel SSVEP-based brain-computer interface using a canonical correlation analysis method
    • 10.1088/1741-2560/6/4/046002 1741-2552 046002
    • Bin G, Gao X, Yan Z, Hong B and Gao S 2009 An online multi-channel SSVEP-based brain-computer interface using a canonical correlation analysis method J. Neural Eng. 6 046002
    • (2009) J. Neural Eng. , vol.6 , Issue.4
    • Bin, G.1    Gao, X.2    Yan, Z.3    Hong, B.4    Gao, S.5
  • 24
    • 77954385460 scopus 로고    scopus 로고
    • Complex network measures of brain connectivity: Uses and interpretations
    • 10.1016/j.neuroimage.2009.10.003
    • Rubinov M and Sporns O 2010 Complex network measures of brain connectivity: uses and interpretations Neuroimage 52 1059-69
    • (2010) Neuroimage , vol.52 , pp. 1059-1069
    • Rubinov, M.1    Sporns, O.2
  • 26
    • 0032482432 scopus 로고    scopus 로고
    • Collective dynamics of 'small-world' networks
    • DOI 10.1038/30918
    • Watts D J and Strogatz S H 1998 Collective dynamics of 'small-world' networks Nature 393 440-2 (Pubitemid 28292183)
    • (1998) Nature , vol.393 , Issue.6684 , pp. 440-442
    • Watts, D.J.1    Strogatz, S.H.2
  • 27
    • 0038718854 scopus 로고    scopus 로고
    • The structure and function of complex networks
    • 10.1137/S003614450342480
    • Newman M E J 2003 The structure and function of complex networks SIAM Rev. 45 167-256
    • (2003) SIAM Rev. , vol.45 , pp. 167-256
    • Newman, M.E.J.1
  • 28
    • 84883646846 scopus 로고    scopus 로고
    • SSVEP response is related to functional brain network topology entrained by the flickering stimulus
    • 10.1371/journal.pone.0072654
    • Zhang Y, Xu P, Huang Y, Cheng K and Yao D 2013 SSVEP response is related to functional brain network topology entrained by the flickering stimulus PLoS One 8 e72654
    • (2013) PLoS One , vol.8 , pp. 72654
    • Zhang, Y.1    Xu, P.2    Huang, Y.3    Cheng, K.4    Yao, D.5
  • 29
    • 34250842660 scopus 로고    scopus 로고
    • FMRI responses in medial frontal cortex that depend on the temporal frequency of visual input
    • DOI 10.1007/s00221-007-0886-3
    • Srinivasan R, Fornari E, Knyazeva M G, Meuli R and Maeder P 2007 fMRI responses in medial frontal cortex that depend on the temporal frequency of visual input Exp. Brain Res. 180 677-91 (Pubitemid 46988110)
    • (2007) Experimental Brain Research , vol.180 , Issue.4 , pp. 677-691
    • Srinivasan, R.1    Fornari, E.2    Knyazeva, M.G.3    Meuli, R.4    Maeder, P.5
  • 32
    • 35148879706 scopus 로고    scopus 로고
    • Graph theoretical analysis of complex networks in the brain
    • 10.1186/1753-4631-1-3
    • Stam C J and Reijneveld J C 2007 Graph theoretical analysis of complex networks in the brain Nonlinear Biomed. Phys. 1 3
    • (2007) Nonlinear Biomed. Phys. , vol.1 , pp. 3
    • Stam, C.J.1    Reijneveld, J.C.2
  • 33
    • 77953534952 scopus 로고    scopus 로고
    • Rest-stimulus interaction in the brain: A review
    • 10.1016/j.tins.2010.02.006 0166-2236
    • Northoff G, Qin P and Nakao T 2010 Rest-stimulus interaction in the brain: a review Trends Neurosci. 33 277-84
    • (2010) Trends Neurosci. , vol.33 , pp. 277-284
    • Northoff, G.1    Qin, P.2    Nakao, T.3
  • 35
    • 0027326289 scopus 로고
    • High resolution EEG
    • Gevins A 1993 High resolution EEG Brain Topogr. 5 321-5 (Pubitemid 23256567)
    • (1993) Brain Topography , vol.5 , Issue.4 , pp. 321-325
    • Gevins, A.1
  • 36
    • 33947515477 scopus 로고    scopus 로고
    • Multiple channel detection of steady-state visual evoked potentials for brain-computer interfaces
    • DOI 10.1109/TBME.2006.889160, 20
    • Friman O, Volosyak I and Graser A 2007 Multiple channel detection of steady-state visual evoked potentials for brain-computer interfaces IEEE Trans. Biomed. Eng. 54 742-50 (Pubitemid 46469933)
    • (2007) IEEE Transactions on Biomedical Engineering , vol.54 , Issue.4 , pp. 742-750
    • Friman, O.1    Volosyak, I.2    Graser, A.3
  • 37
    • 77949888960 scopus 로고    scopus 로고
    • BCI demographics: How many (and what kinds of) people can use an SSVEP BCI?
    • 10.1109/TNSRE.2009.2039495 1534-4320
    • Allison B et al 2010 BCI demographics: how many (and what kinds of) people can use an SSVEP BCI? IEEE Trans. Neural Syst. Rehabil. Eng. 18 107-16
    • (2010) IEEE Trans. Neural Syst. Rehabil. Eng. , vol.18 , pp. 107-116
    • Allison, B.1
  • 38
    • 44149098266 scopus 로고    scopus 로고
    • EEG default mode network in the human brain: Spectral regional field powers
    • 10.1016/j.neuroimage.2007.12.064
    • Chen A C, Feng W, Zhao H, Yin Y and Wang P 2008 EEG default mode network in the human brain: spectral regional field powers Neuroimage 41 561-74
    • (2008) Neuroimage , vol.41 , pp. 561-574
    • Chen, A.C.1    Feng, W.2    Zhao, H.3    Yin, Y.4    Wang, P.5
  • 39
    • 36549088727 scopus 로고    scopus 로고
    • EEG differences between eyes-closed and eyes-open resting conditions
    • DOI 10.1016/j.clinph.2007.07.028, PII S1388245707004002
    • Barry R J, Clarke A R, Johnstone S J, Magee C A and Rushby J A 2007 EEG differences between eyes-closed and eyes-open resting conditions Clin. Neurophysiol. 118 2765-73 (Pubitemid 350180601)
    • (2007) Clinical Neurophysiology , vol.118 , Issue.12 , pp. 2765-2773
    • Barry, R.J.1    Clarke, A.R.2    Johnstone, S.J.3    Magee, C.A.4    Rushby, J.A.5
  • 40
    • 34247262571 scopus 로고    scopus 로고
    • The use of standardized infinity reference in EEG coherency studies
    • DOI 10.1016/j.neuroimage.2007.02.034, PII S105381190700122X
    • Marzetti L, Nolte G, Perrucci M G, Romani G L and Del Gratta C 2007 The use of standardized infinity reference in EEG coherency studies Neuroimage 36 48-63 (Pubitemid 46617950)
    • (2007) NeuroImage , vol.36 , Issue.1 , pp. 48-63
    • Marzetti, L.1    Nolte, G.2    Perrucci, M.G.3    Romani, G.L.4    Del Gratta, C.5
  • 41
    • 84865238786 scopus 로고    scopus 로고
    • Coherence, phase differences, phase shift, and phase lock in EEG/ERP analyses
    • 10.1080/87565641.2011.619241
    • Thatcher R W 2012 Coherence, phase differences, phase shift, and phase lock in EEG/ERP analyses Dev. Neuropsychol. 37 476-96
    • (2012) Dev. Neuropsychol. , vol.37 , pp. 476-496
    • Thatcher, R.W.1
  • 42
    • 78049317662 scopus 로고    scopus 로고
    • A comparative study of different references for EEG default mode network: The use of the infinity reference
    • 10.1016/j.clinph.2010.03.056 1388-2457
    • Qin Y, Xu P and Yao D 2010 A comparative study of different references for EEG default mode network: the use of the infinity reference Clin. Neurophysiol. 121 1981-91
    • (2010) Clin. Neurophysiol. , vol.121 , pp. 1981-1991
    • Qin, Y.1    Xu, P.2    Yao, D.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.