메뉴 건너뛰기




Volumn 7, Issue DEC, 2013, Pages

Gamma band activity associated with BCI performance: Simultaneous MEG/EEG study

Author keywords

BCI illiteracy; EEG; Gamma activity; MEG; Motor imagery BCI; Performance prediction

Indexed keywords

ADULT; ARTICLE; BRAIN COMPUTER INTERFACE; ELECTROENCEPHALOGRAM; FEMALE; GAMMA RHYTHM; HUMAN; HUMAN EXPERIMENT; IMAGERY; MAGNETOENCEPHALOGRAPHY; MALE; MOTOR IMAGERY; NORMAL HUMAN; PREFRONTAL CORTEX; RESTING STATE NETWORK;

EID: 84889787693     PISSN: 16625161     EISSN: None     Source Type: Journal    
DOI: 10.3389/fnhum.2013.00848     Document Type: Article
Times cited : (76)

References (78)
  • 1
    • 84889773983 scopus 로고    scopus 로고
    • High theta and low alpha powers may be indicative of BCI-Illiteracy in motor imagery
    • doi: 10.1371/journal.pone.0080886
    • Ahn, M., Cho, H., Ahn, S., and Jun, S. C. (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
    • Ahn, M.1    Cho, H.2    Ahn, S.3    Jun, S.C.4
  • 2
    • 82655189479 scopus 로고    scopus 로고
    • Feasibility of approaches combining sensor and source features in brain-computer interface
    • doi: 10.1016/j.jneumeth.2011.11.002
    • Ahn, M., Hong, J. H., and Jun, S. C. (2012). Feasibility of approaches combining sensor and source features in brain-computer interface. J. Neurosci. Methods 204, 168-178. doi: 10.1016/j.jneumeth.2011.11.002.
    • (2012) J. Neurosci. Methods , vol.204 , pp. 168-178
    • Ahn, M.1    Hong, J.H.2    Jun, S.C.3
  • 3
    • 0032891992 scopus 로고    scopus 로고
    • Increased gamma-range activity in human sensorimotor cortex during performance of visuomotor tasks
    • doi: 10.1016/S1388-2457(98)00064-9
    • Aoki, F., Fetz, E. E., Shupe, L., Lettich, E., and Ojemann, G. A. (1999). Increased gamma-range activity in human sensorimotor cortex during performance of visuomotor tasks. Clin. Neurophysiol. 110, 524-537. doi: 10.1016/S1388-2457(98)00064-9.
    • (1999) Clin. Neurophysiol , vol.110 , pp. 524-537
    • Aoki, F.1    Fetz, E.E.2    Shupe, L.3    Lettich, E.4    Ojemann, G.A.5
  • 4
    • 62349123791 scopus 로고    scopus 로고
    • Differential representation of arm movement direction in relation to cortical anatomy and function
    • doi: 10.1088/1741-2560/6/1/016006
    • Ball, T., Schulze-Bonhage, A., Aertsen, A., and Mehring, C. (2009). Differential representation of arm movement direction in relation to cortical anatomy and function. J. Neural Eng. 6, 016006. doi: 10.1088/1741-2560/6/1/016006.
    • (2009) J. Neural Eng , vol.6 , pp. 016006
    • Ball, T.1    Schulze-Bonhage, A.2    Aertsen, A.3    Mehring, C.4
  • 5
    • 34247266129 scopus 로고    scopus 로고
    • A survey of signal processing algorithms in brain-computer interfaces based on electrical brain signals
    • doi: 10.1088/1741-2560/4/2/R03
    • Bashashati, A., Fatourechi, M., Ward, R. K., and Birch, G. E. (2007). A survey of signal processing algorithms in brain-computer interfaces based on electrical brain signals.J. Neural Eng. 4, R32-R57. doi: 10.1088/1741-2560/4/2/R03.
    • (2007) J. Neural Eng , vol.4
    • Bashashati, A.1    Fatourechi, M.2    Ward, R.K.3    Birch, G.E.4
  • 6
    • 70350716303 scopus 로고    scopus 로고
    • Spatial detection of multiple movement intentions from SAM-filtered single-trial MEG signals
    • doi: 10.1016/j.clinph.2009.08.017
    • Battapady, H., Lin, P., Holroyd, T., Hallett, M., Chen, X., Fei, D.-Y., et al. (2009). Spatial detection of multiple movement intentions from SAM-filtered single-trial MEG signals. Clin. Neurophysiol. 120, 1978-1987. doi: 10.1016/j.clinph.2009.08.017.
    • (2009) Clin. Neurophysiol , vol.120 , pp. 1978-1987
    • Battapady, H.1    Lin, P.2    Holroyd, T.3    Hallett, M.4    Chen, X.5    Fei, D.-Y.6
  • 7
    • 79960213254 scopus 로고    scopus 로고
    • Oscillations in the prefrontal cortex: A gateway to memory and attention
    • doi: 10.1016/j.conb.2011.01.004
    • Benchenane, K., Tiesinga, P. H., and Battaglia, F. P. (2011). Oscillations in the prefrontal cortex: a gateway to memory and attention. Curr. Opin. Neurobiol. 21, 475-485. doi: 10.1016/j.conb.2011.01.004.
    • (2011) Curr. Opin. Neurobiol , vol.21 , pp. 475-485
    • Benchenane, K.1    Tiesinga, P.H.2    Battaglia, F.P.3
  • 8
    • 0001677717 scopus 로고
    • Controlling the false discovery rate: A practical and powerful approach to multiple testing
    • doi: 10.2307/2346101
    • Benjamini, Y., and Hochberg, Y. (1995). Controlling the false discovery rate: a practical and powerful approach to multiple testing. J. R. Statistical Soc. B (Methodological) 57, 289-300. doi: 10.2307/2346101.
    • (1995) J.R. Statistical Soc. B (Methodological) , vol.57 , pp. 289-300
    • Benjamini, Y.1    Hochberg, Y.2
  • 9
    • 77954539966 scopus 로고    scopus 로고
    • Which physiological components are more suitable for visual ERP based brain-computer interface? A preliminary MEG/EEG study
    • doi: 10.1007/s10548-010-0143-0
    • Bianchi, L., Sami, S., Hillebrand, A., Fawcett, I. P., Quitadamo, L. R., and Seri, S. (2010). Which physiological components are more suitable for visual ERP based brain-computer interface? A preliminary MEG/EEG study. Brain Topogr. 23, 180-185. doi: 10.1007/s10548-010-0143-0.
    • (2010) Brain Topogr , vol.23 , pp. 180-185
    • Bianchi, L.1    Sami, S.2    Hillebrand, A.3    Fawcett, I.P.4    Quitadamo, L.R.5    Seri, S.6
  • 10
    • 33746470900 scopus 로고    scopus 로고
    • The Berlin brain-computer interface: EEG-based communication without subject training
    • doi: 10.1109/TNSRE.2006.875557
    • Blankertz, B., Dornhege, G., Krauledat, M., Muller, K., Kunzmann, V., Losch, F., et al. (2006). The Berlin brain-computer interface: EEG-based communication without subject training. IEEE Trans. Neural. Syst. Rehabil. Eng. 14, 147-152. doi: 10.1109/TNSRE.2006.875557.
    • (2006) IEEE Trans. Neural. Syst. Rehabil. Eng , vol.14 , pp. 147-152
    • Blankertz, B.1    Dornhege, G.2    Krauledat, M.3    Muller, K.4    Kunzmann, V.5    Losch, F.6
  • 11
    • 44449127606 scopus 로고    scopus 로고
    • The Berlin brain-computer interface: Accurate performance from first-session in BCI-naive subjects
    • doi: 10.1109/TBME.2008.923152
    • Blankertz, B., Losch, F., Krauledat, M., Dornhege, G., Curio, G., and Muller, K.-R. (2008a). The Berlin brain-computer interface: accurate performance from first-session in BCI-naive subjects. IEEE Trans. Biomed. Eng. 55, 2452-2462. doi: 10.1109/TBME.2008.923152.
    • (2008) IEEE Trans. Biomed. Eng , vol.55 , pp. 2452-2462
    • Blankertz, B.1    Losch, F.2    Krauledat, M.3    Dornhege, G.4    Curio, G.5    Muller, K.-R.6
  • 13
    • 77952887332 scopus 로고    scopus 로고
    • Neurophysiological predictor of SMR-based BCI performance
    • doi: 10.1016/j.neuroimage.2010.03.022
    • Blankertz, B., Sannelli, C., Halder, S., Hammer, E. M., Kübler, A., Müller, K.-R., et al. (2010). Neurophysiological predictor of SMR-based BCI performance. Neuroimage51, 1303-1309. doi: 10.1016/j.neuroimage.2010.03.022.
    • (2010) Neuroimage , vol.51 , pp. 1303-1309
    • Blankertz, B.1    Sannelli, C.2    Halder, S.3    Hammer, E.M.4    Kübler, A.5    Müller, K.-R.6
  • 14
    • 67651051843 scopus 로고    scopus 로고
    • Decoding center-out hand velocity from MEG signals during visuomotor adaptation
    • doi: 10.1016/j.neuroimage.2009.06.023
    • Bradberry, T. J., Rong, F., and Contreras-Vidal, J. L. (2009). Decoding center-out hand velocity from MEG signals during visuomotor adaptation. Neuroimage 47, 1691-1700. doi: 10.1016/j.neuroimage.2009.06.023.
    • (2009) Neuroimage , vol.47 , pp. 1691-1700
    • Bradberry, T.J.1    Rong, F.2    Contreras-Vidal, J.L.3
  • 15
    • 41249093155 scopus 로고    scopus 로고
    • Think to move: A neuromagnetic brain-computer interface (BCI) system for chronic stroke
    • doi: 10.1161/STROKEAHA.107.505313
    • Buch, E., Weber, C., Cohen, L. G., Braun, C., Dimyan, M. A., Ard, T., et al. (2008). Think to move: a neuromagnetic brain-computer interface (BCI) system for chronic stroke. Stroke 39, 910-917. doi: 10.1161/STROKEAHA.107.505313.
    • (2008) Stroke , vol.39 , pp. 910-917
    • Buch, E.1    Weber, C.2    Cohen, L.G.3    Braun, C.4    Dimyan, M.A.5    Ard, T.6
  • 16
    • 77952884366 scopus 로고    scopus 로고
    • Is the locus of control of reinforcement a predictor of brain-computer interface performance?
    • in, (Austria: Verlag der Technischen Universität Graz)
    • Burde, W., and Blankertz, B. (2006). "Is the locus of control of reinforcement a predictor of brain-computer interface performance?" in Proceedings of the 3rd International Brain-Computer Interface Workshop and Training Course (Austria: Verlag der Technischen Universität Graz), 76-77.
    • (2006) Proceedings of the 3rd International Brain-Computer Interface Workshop and Training Course , pp. 76-77
    • Burde, W.1    Blankertz, B.2
  • 17
    • 84873890826 scopus 로고    scopus 로고
    • MEG source localization of spatially extended generators of epileptic activity: Comparing entropic and hierarchical Bayesian approaches
    • doi: 10.1371/journal.pone.0055969
    • Chowdhury, R. A., Lina, J. M., Kobayashi, E., and Grova, C. (2013). MEG source localization of spatially extended generators of epileptic activity: comparing entropic and hierarchical Bayesian approaches. PLoS ONE 8:e55969. doi: 10.1371/journal.pone.0055969.
    • (2013) PLoS ONE , vol.8
    • Chowdhury, R.A.1    Lina, J.M.2    Kobayashi, E.3    Grova, C.4
  • 19
    • 1242283941 scopus 로고    scopus 로고
    • EEGLAB: An open source toolbox for analysis of single-trial EEG dynamics including independent component analysis
    • doi: 10.1016/j.jneumeth.2003.10.009
    • Delorme, A., and Makeig, S. (2004). EEGLAB: an open source toolbox for analysis of single-trial EEG dynamics including independent component analysis. J. Neurosci. Methods 134, 9-21. doi: 10.1016/j.jneumeth.2003.10.009.
    • (2004) J. Neurosci. Methods , vol.134 , pp. 9-21
    • Delorme, A.1    Makeig, S.2
  • 20
    • 0032421125 scopus 로고    scopus 로고
    • The functional significance of absolute power with respect to event-related desynchronization
    • doi: 10.1023/A:1022206622348
    • Doppelmayr, M. M., Klimesch, W., Pachinger, T., and Ripper, B. (1998). The functional significance of absolute power with respect to event-related desynchronization. Brain Topogr. 11, 133-140. doi: 10.1023/A:1022206622348.
    • (1998) Brain Topogr , vol.11 , pp. 133-140
    • Doppelmayr, M.M.1    Klimesch, W.2    Pachinger, T.3    Ripper, B.4
  • 22
    • 34250876405 scopus 로고    scopus 로고
    • The gamma cycle
    • doi: 10.1016/j.tins.2007.05.005
    • Fries, P., Nikolić, D., and Singer, W. (2007). The gamma cycle. Trends Neurosci. 30, 309-316. doi: 10.1016/j.tins.2007.05.005.
    • (2007) Trends Neurosci , vol.30 , pp. 309-316
    • Fries, P.1    Nikolić, D.2    Singer, W.3
  • 23
    • 0036334830 scopus 로고    scopus 로고
    • Thresholding of statistical maps in functional neuroimaging using the false discovery rate
    • doi: 10.1006/nimg.2001.1037
    • Genovese, C. R., Lazar, N. A., and Nichols, T. (2002). Thresholding of statistical maps in functional neuroimaging using the false discovery rate. Neuroimage 15, 870-878. doi: 10.1006/nimg.2001.1037.
    • (2002) Neuroimage , vol.15 , pp. 870-878
    • Genovese, C.R.1    Lazar, N.A.2    Nichols, T.3
  • 24
    • 84863852960 scopus 로고    scopus 로고
    • High gamma-power predicts performance in sensorimotor-rhythm brain-computer interfaces
    • doi: 10.1088/1741-2560/9/4/046001
    • Grosse-Wentrup, M., and 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
  • 25
    • 79955010362 scopus 로고    scopus 로고
    • Causal influence of gamma oscillations on the sensorimotor rhythm
    • doi: 10.1016/j.neuroimage.2010.04.265
    • Grosse-Wentrup, M., Schölkopf, B., and Hill, J. (2011). Causal influence of gamma oscillations on the sensorimotor rhythm. Neuroimage 56, 837-842. doi: 10.1016/j.neuroimage.2010.04.265.
    • (2011) Neuroimage , vol.56 , pp. 837-842
    • Grosse-Wentrup, M.1    Schölkopf, B.2    Hill, J.3
  • 26
    • 84860909618 scopus 로고    scopus 로고
    • State-of-the-art in BCI research: BCI Award 2010
    • in, ed. R. Fazel (InTech). Available at, (Accessed April 15, 2013)
    • Guger, C., Bin, G., Gao, X., Guo, J., Hong, B., and Liu, T. (2011). "State-of-the-art in BCI research: BCI Award 2010, " in Recent Advances in Brain-Computer Interface Systems, ed. R. Fazel (InTech). Available at:http://www.intechopen.com/books/howtoreference/recent-advances-in-brain-computer-interface-systems/state-of-the-art-in-bci-research-bci-award-2010(Accessed April 15, 2013).
    • (2011) Recent Advances in Brain-Computer Interface Systems
    • Guger, C.1    Bin, G.2    Gao, X.3    Guo, J.4    Hong, B.5    Liu, T.6
  • 27
    • 0041853790 scopus 로고    scopus 로고
    • How many people are able to operate an EEG-based brain-computer interface (BCI)?
    • doi: 10.1109/TNSRE.2003.814481
    • Guger, C., Edlinger, G., Harkam, W., Niedermayer, I., and 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
  • 28
    • 79952737488 scopus 로고    scopus 로고
    • Neural mechanisms of brain-computer interface control
    • doi: 10.1016/j.neuroimage.2011.01.021
    • Halder, S., Agorastos, D., Veit, R., Hammer, E. M., Lee, S., Varkuti, B., 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    Agorastos, D.2    Veit, R.3    Hammer, E.M.4    Lee, S.5    Varkuti, B.6
  • 29
    • 80054095232 scopus 로고    scopus 로고
    • Reading the mind's eye: Online detection of visuo-spatial working memory and visual imagery in the inferior temporal lobe
    • doi: 10.1016/j.neuroimage.2011.07.087
    • Hamamé, C. M., Vidal, J. R., Ossandón, T., Jerbi, K., Dalal, S. S., Minotti, L., et al. (2012). Reading the mind's eye: online detection of visuo-spatial working memory and visual imagery in the inferior temporal lobe. Neuroimage 59, 872-879. doi: 10.1016/j.neuroimage.2011.07.087.
    • (2012) Neuroimage , vol.59 , pp. 872-879
    • Hamamé, C.M.1    Vidal, J.R.2    Ossandón, T.3    Jerbi, K.4    Dalal, S.S.5    Minotti, L.6
  • 30
    • 84155171148 scopus 로고    scopus 로고
    • Psychological predictors of SMR-BCI performance
    • doi: 10.1016/j.biopsycho.2011.09.006
    • Hammer, E. M., Halder, S., Blankertz, B., Sannelli, C., Dickhaus, T., Kleih, S., 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    Halder, S.2    Blankertz, B.3    Sannelli, C.4    Dickhaus, T.5    Kleih, S.6
  • 32
    • 84896690329 scopus 로고    scopus 로고
    • Localization of coherent sources by simultaneous MEG and EEG beamformer
    • doi: 10.1007/s11517-013-1092-z
    • Hong, J. H., Ahn, M., Kim, K., and Jun, S. C. (2013). Localization of coherent sources by simultaneous MEG and EEG beamformer. Med. Biol. Eng. Comput. 51, 1121-1135. doi: 10.1007/s11517-013-1092-z.
    • (2013) Med. Biol. Eng. Comput , vol.51 , pp. 1121-1135
    • Hong, J.H.1    Ahn, M.2    Kim, K.3    Jun, S.C.4
  • 33
    • 84855600674 scopus 로고    scopus 로고
    • Scanning reduction strategy in MEG/EEG beamformer source imaging
    • doi: 10.1155/2012/528469
    • Hong, J. H., and Jun, S. C. (2012). Scanning reduction strategy in MEG/EEG beamformer source imaging. J. Appl. Math. 2012, 528469. doi: 10.1155/2012/528469.
    • (2012) J. Appl. Math , vol.2012 , pp. 528469
    • Hong, J.H.1    Jun, S.C.2
  • 34
    • 61849111201 scopus 로고    scopus 로고
    • Neurofeedback-based motor imagery training for brain-computer interface (BCI)
    • doi: 10.1016/j.jneumeth.2009.01.015
    • Hwang, H.-J., Kwon, K., and Im, C.-H. (2009). Neurofeedback-based motor imagery training for brain-computer interface (BCI). J. Neurosci. Methods 179, 150-156. doi: 10.1016/j.jneumeth.2009.01.015.
    • (2009) J. Neurosci. Methods , vol.179 , pp. 150-156
    • Hwang, H.-J.1    Kwon, K.2    Im, C.-H.3
  • 35
    • 34250807958 scopus 로고    scopus 로고
    • Human gamma-frequency oscillations associated with attention and memory
    • doi: 10.1016/j.tins.2007.05.001
    • Jensen, O., Kaiser, J., and Lachaux, J.-P. (2007). Human gamma-frequency oscillations associated with attention and memory. Trends Neurosci. 30, 317-324. doi: 10.1016/j.tins.2007.05.001.
    • (2007) Trends Neurosci , vol.30 , pp. 317-324
    • Jensen, O.1    Kaiser, J.2    Lachaux, J.-P.3
  • 36
    • 67650070860 scopus 로고    scopus 로고
    • Watching brain TV and playing brain ball exploring novel BCI strategies using real-time analysis of human intracranial data
    • doi: 10.1016/S0074-7742(09)86012-1
    • Jerbi, K., Freyermuth, S., Minotti, L., Kahane, P., Berthoz, A., and Lachaux, J.-P. (2009). Watching brain TV and playing brain ball exploring novel BCI strategies using real-time analysis of human intracranial data. Int. Rev. Neurobiol. 86, 159-168. doi: 10.1016/S0074-7742(09)86012-1.
    • (2009) Int. Rev. Neurobiol , vol.86 , pp. 159-168
    • Jerbi, K.1    Freyermuth, S.2    Minotti, L.3    Kahane, P.4    Berthoz, A.5    Lachaux, J.-P.6
  • 37
    • 79952736071 scopus 로고    scopus 로고
    • Inferring hand movement kinematics from MEG, EEG and intracranial EEG: From brain-machine interfaces to motor rehabilitation
    • doi: 10.1016/j.irbm.2010.12.004
    • Jerbi, K., Vidal, J. R., Mattout, J., Maby, E., Lecaignard, F., Ossandon, T., et al. (2011). Inferring hand movement kinematics from MEG, EEG and intracranial EEG: from brain-machine interfaces to motor rehabilitation. IRBM 32, 8-18. doi: 10.1016/j.irbm.2010.12.004.
    • (2011) IRBM , vol.32 , pp. 8-18
    • Jerbi, K.1    Vidal, J.R.2    Mattout, J.3    Maby, E.4    Lecaignard, F.5    Ossandon, T.6
  • 39
    • 0033248345 scopus 로고    scopus 로고
    • Interindividual differences in alpha and theta power reflect memory performance
    • doi: 10.1016/S0160-2896(99)00027-6
    • Klimesch, W., Vogt, F., and Doppelmayr, M. (1999). Interindividual differences in alpha and theta power reflect memory performance. Intelligence 27, 347-362. doi: 10.1016/S0160-2896(99)00027-6.
    • (1999) Intelligence , vol.27 , pp. 347-362
    • Klimesch, W.1    Vogt, F.2    Doppelmayr, M.3
  • 40
    • 84855598293 scopus 로고    scopus 로고
    • Beamformer for simultaneous magnetoencephalography and electroencephalography analysis
    • doi: 10.1063/1.3360184
    • Ko, S., and Jun, S. C. (2010). Beamformer for simultaneous magnetoencephalography and electroencephalography analysis. J. Appl. Phys. 107, 09B315. doi: 10.1063/1.3360184.
    • (2010) J. Appl. Phys , vol.107
    • Ko, S.1    Jun, S.C.2
  • 41
    • 79954484840 scopus 로고    scopus 로고
    • Manipulating attention via mindfulness induction improves P300-based brain-computer interface performance
    • doi: 10.1088/1741-2560/8/2/025019
    • Lakey, C. E., Berry, D. R., and Sellers, E. W. (2011). Manipulating attention via mindfulness induction improves P300-based brain-computer interface performance.J. Neural Eng. 8, 025019. doi: 10.1088/1741-2560/8/2/025019.
    • (2011) J. Neural Eng , vol.8 , pp. 025019
    • Lakey, C.E.1    Berry, D.R.2    Sellers, E.W.3
  • 43
    • 37249035683 scopus 로고    scopus 로고
    • Brain-computer communication: Motivation, aim, and impact of exploring a virtual apartment
    • doi: 10.1109/TNSRE.2007.906956
    • Leeb, R., Lee, F., Keinrath, C., Scherer, R., Bischof, H., and Pfurtscheller, G. (2007). Brain-computer communication: motivation, aim, and impact of exploring a virtual apartment. IEEE Trans. Neural. Syst. Rehabil. Eng. 15, 473-482. doi: 10.1109/TNSRE.2007.906956.
    • (2007) IEEE Trans. Neural. Syst. Rehabil. Eng , vol.15 , pp. 473-482
    • Leeb, R.1    Lee, F.2    Keinrath, C.3    Scherer, R.4    Bischof, H.5    Pfurtscheller, G.6
  • 44
    • 6344249527 scopus 로고    scopus 로고
    • A brain-computer interface using electrocorticographic signals in humans
    • doi: 10.1088/1741-2560/1/2/001
    • Leuthardt, E. C., Schalk, G., Wolpaw, J. R., Ojemann, J. G., and Moran, D. W. (2004). A brain-computer interface using electrocorticographic signals in humans. J. Neural Eng. 1, 63-71. doi: 10.1088/1741-2560/1/2/001.
    • (2004) J. Neural Eng , vol.1 , pp. 63-71
    • Leuthardt, E.C.1    Schalk, G.2    Wolpaw, J.R.3    Ojemann, J.G.4    Moran, D.W.5
  • 45
    • 13244269914 scopus 로고    scopus 로고
    • Transient attention enhances perceptual performance and FMRI response in human visual cortex
    • doi: 10.1016/j.neuron.2004.12.039
    • Liu, T., Pestilli, F., and Carrasco, M. (2005). Transient attention enhances perceptual performance and FMRI response in human visual cortex. Neuron 45, 469-477. doi: 10.1016/j.neuron.2004.12.039.
    • (2005) Neuron , vol.45 , pp. 469-477
    • Liu, T.1    Pestilli, F.2    Carrasco, M.3
  • 46
    • 77958599423 scopus 로고    scopus 로고
    • Decoding hand movement velocity from electroencephalogram signals during a drawing task
    • doi: 10.1186/1475-925X-9-64
    • Lv, J., Li, Y., and Gu, Z. (2010). Decoding hand movement velocity from electroencephalogram signals during a drawing task. BioMed Eng. OnLine 9, 1-21. doi: 10.1186/1475-925X-9-64.
    • (2010) BioMed Eng. OnLine , vol.9 , pp. 1-21
    • Lv, J.1    Li, Y.2    Gu, Z.3
  • 47
    • 33751221954 scopus 로고    scopus 로고
    • Electro-encephalogram based brain-computer interface: Improved performance by mental practice and concentration skills
    • doi: 10.1007/s11517-006-0111-8
    • Mahmoudi, B., and Erfanian, A. (2006). Electro-encephalogram based brain-computer interface: improved performance by mental practice and concentration skills. Med. Biol. Eng. Comput. 44, 959-969. doi: 10.1007/s11517-006-0111-8.
    • (2006) Med. Biol. Eng. Comput , vol.44 , pp. 959-969
    • Mahmoudi, B.1    Erfanian, A.2
  • 48
    • 28644446432 scopus 로고    scopus 로고
    • Comparing information about arm movement direction in single channels of local and epicortical field potentials from monkey and human motor cortex
    • doi: 10.1016/j.jphysparis.2005.09.016
    • Mehring, C., Nawrot, M. P., de Oliveira, S. C., Vaadia, E., Schulze-Bonhage, A., Aertsen, A., et al. (2004). Comparing information about arm movement direction in single channels of local and epicortical field potentials from monkey and human motor cortex. J. Physiol. Paris 98, 498-506. doi: 10.1016/j.jphysparis.2005.09.016.
    • (2004) J. Physiol. Paris , vol.98 , pp. 498-506
    • Mehring, C.1    Nawrot, M.P.2    de Oliveira, S.C.3    Vaadia, E.4    Schulze-Bonhage, A.5    Aertsen, A.6
  • 49
    • 34250360319 scopus 로고    scopus 로고
    • An MEG-based brain-computer interface (BCI)
    • doi: 10.1016/j.neuroimage.2007.03.019
    • Mellinger, J., Schalk, G., Braun, C., Preissl, H., Rosenstiel, W., Birbaumer, N., et al. (2007). An MEG-based brain-computer interface (BCI). Neuroimage 36, 581-593. doi: 10.1016/j.neuroimage.2007.03.019.
    • (2007) Neuroimage , vol.36 , pp. 581-593
    • Mellinger, J.1    Schalk, G.2    Braun, C.3    Preissl, H.4    Rosenstiel, W.5    Birbaumer, N.6
  • 50
    • 66249088002 scopus 로고    scopus 로고
    • Resting GABA concentration predicts peak gamma frequency and fMRI amplitude in response to visual stimulation in humans
    • doi: 10.1073/pnas.0900728106
    • Muthukumaraswamy, S. D., Edden, R. A. E., Jones, D. K., Swettenham, J. B., and Singh, K. D. (2009). Resting GABA concentration predicts peak gamma frequency and fMRI amplitude in response to visual stimulation in humans. PNAS 106, 8356-8361. doi: 10.1073/pnas.0900728106.
    • (2009) PNAS , vol.106 , pp. 8356-8361
    • Muthukumaraswamy, S.D.1    Edden, R.A.E.2    Jones, D.K.3    Swettenham, J.B.4    Singh, K.D.5
  • 51
    • 73749084149 scopus 로고    scopus 로고
    • Visual gamma oscillations and evoked responses: Variability, repeatability and structural MRI correlates
    • doi: 10.1016/j.neuroimage.2009.11.045
    • Muthukumaraswamy, S. D., Singh, K. D., Swettenham, J. B., and Jones, D. K. (2010). Visual gamma oscillations and evoked responses: variability, repeatability and structural MRI correlates. NeuroImage 49, 3349-3357. doi: 10.1016/j.neuroimage.2009.11.045.
    • (2010) NeuroImage , vol.49 , pp. 3349-3357
    • Muthukumaraswamy, S.D.1    Singh, K.D.2    Swettenham, J.B.3    Jones, D.K.4
  • 52
    • 84867774180 scopus 로고    scopus 로고
    • The influence of psychological state and motivation on brain-computer interface performance in patients with amyotrophic lateral sclerosis-a longitudinal study
    • doi: 10.3389/fnins.2010.00055
    • Nijboer, F., Birbaumer, N., and Kübler, A. (2010). The influence of psychological state and motivation on brain-computer interface performance in patients with amyotrophic lateral sclerosis-a longitudinal study. Front. Neurosci. 4. doi: 10.3389/fnins.2010.00055.
    • (2010) Front. Neurosci , vol.4
    • Nijboer, F.1    Birbaumer, N.2    Kübler, A.3
  • 53
    • 84870811391 scopus 로고    scopus 로고
    • Decoding of velocities and positions of 3D arm movement from EEG
    • doi: 10.1109/EMBC.2012.6347460
    • Ofner, P., and Müller-Putz, G. R. (2012). Decoding of velocities and positions of 3D arm movement from EEG. Conf. Proc. IEEE Eng. Med. Biol. Soc. 2012, 6406-6409. doi: 10.1109/EMBC.2012.6347460.
    • (2012) Conf. Proc. IEEE Eng. Med. Biol. Soc , vol.2012 , pp. 6406-6409
    • Ofner, P.1    Müller-Putz, G.R.2
  • 54
    • 84872015646 scopus 로고    scopus 로고
    • A motor imagery based brain-computer interface for stroke rehabilitation
    • doi: 10.3233/978-1-61499-121-2-319
    • Ortner, R., Irimia, D.-C., Scharinger, J., and Guger, C. (2012). A motor imagery based brain-computer interface for stroke rehabilitation. Stud. Health Technol. Inform. 181, 319-323. doi: 10.3233/978-1-61499-121-2-319.
    • (2012) Stud. Health Technol. Inform , vol.181 , pp. 319-323
    • Ortner, R.1    Irimia, D.-C.2    Scharinger, J.3    Guger, C.4
  • 55
    • 84885614676 scopus 로고    scopus 로고
    • Evaluation of feature extraction methods for EEG-based brain-computer interfaces in terms of robustness to slight changes in electrode locations
    • doi: 10.1007/s11517-012-1026-1
    • Park, S.-A., Hwang, H.-J., Lim, J.-H., Choi, J.-H., Jung, H.-K., and Im, C.-H. (2013). Evaluation of feature extraction methods for EEG-based brain-computer interfaces in terms of robustness to slight changes in electrode locations. Med. Biol. Eng. Comput.51, 571-579. doi: 10.1007/s11517-012-1026-1.
    • (2013) Med. Biol. Eng. Comput , vol.51 , pp. 571-579
    • Park, S.-A.1    Hwang, H.-J.2    Lim, J.-H.3    Choi, J.-H.4    Jung, H.-K.5    Im, C.-H.6
  • 56
    • 0035235932 scopus 로고    scopus 로고
    • Attention and performance
    • doi: 10.1146/annurev.psych.52.1.629
    • Pashler, H., Johnston, J. C., and Ruthruff, E. (2001). Attention and performance. Annu. Rev. Psychol. 52, 629-651. doi: 10.1146/annurev.psych.52.1.629.
    • (2001) Annu. Rev. Psychol , vol.52 , pp. 629-651
    • Pashler, H.1    Johnston, J.C.2    Ruthruff, E.3
  • 58
    • 0032829330 scopus 로고    scopus 로고
    • Event-related EEG/MEG synchronization and desynchronization: Basic principles
    • doi: 10.1016/S1388-2457(99)00141-8
    • Pfurtscheller, G., and Lopes da Silva, F. H. (1999). Event-related EEG/MEG synchronization and desynchronization: basic principles. Clin. Neurophysiol. 110, 1842-1857. doi: 10.1016/S1388-2457(99)00141-8.
    • (1999) Clin. Neurophysiol , vol.110 , pp. 1842-1857
    • Pfurtscheller, G.1    Lopes da Silva, F.H.2
  • 59
    • 80054115960 scopus 로고    scopus 로고
    • Decoding natural grasp types from human ECoG
    • doi: 10.1016/j.neuroimage.2011.06.084
    • Pistohl, T., Schulze-Bonhage, A., Aertsen, A., Mehring, C., and Ball, T. (2012). Decoding natural grasp types from human ECoG. Neuroimage 59, 248-260. doi: 10.1016/j.neuroimage.2011.06.084.
    • (2012) Neuroimage , vol.59 , pp. 248-260
    • Pistohl, T.1    Schulze-Bonhage, A.2    Aertsen, A.3    Mehring, C.4    Ball, T.5
  • 60
    • 0034470472 scopus 로고    scopus 로고
    • Optimal spatial filtering of single trial EEG during imagined hand movement
    • doi: 10.1109/86.895946
    • Ramoser, H., Muller-Gerking, J., and Pfurtscheller, G. (2000). Optimal spatial filtering of single trial EEG during imagined hand movement. IEEE Trans. Rehabil. Eng. 8, 441-446. doi: 10.1109/86.895946.
    • (2000) IEEE Trans. Rehabil. Eng , vol.8 , pp. 441-446
    • Ramoser, H.1    Muller-Gerking, J.2    Pfurtscheller, G.3
  • 61
    • 25644461152 scopus 로고    scopus 로고
    • Encoding of movement direction in different frequency ranges of motor cortical local field potentials
    • doi: 10.1523/JNEUROSCI.0816-05.2005
    • Rickert, J., de Oliveira, S. C., Vaadia, E., Aertsen, A., Rotter, S., and Mehring, C. (2005). Encoding of movement direction in different frequency ranges of motor cortical local field potentials. J. Neurosci. 25, 8815-8824. doi: 10.1523/JNEUROSCI.0816-05.2005.
    • (2005) J. Neurosci , vol.25 , pp. 8815-8824
    • Rickert, J.1    de Oliveira, S.C.2    Vaadia, E.3    Aertsen, A.4    Rotter, S.5    Mehring, C.6
  • 62
    • 84880852769 scopus 로고    scopus 로고
    • EEG-based classification of fast and slow hand movements using wavelet-CSP algorithm
    • doi: 10.1109/TBME.2013.2248153
    • Robinson, N., Vinod, A. P., Ang, K., Tee, K., and Guan, C. (2013). EEG-based classification of fast and slow hand movements using wavelet-CSP algorithm. IEEE Trans. Biomed. Eng. 60, 2123-2132. doi: 10.1109/TBME.2013.2248153.
    • (2013) IEEE Trans. Biomed. Eng , vol.60 , pp. 2123-2132
    • Robinson, N.1    Vinod, A.P.2    Ang, K.3    Tee, K.4    Guan, C.5
  • 63
    • 0029622344 scopus 로고
    • Reactivity of magnetic parieto-occipital alpha rhythm during visual imagery
    • doi: 10.1016/0013-4694(95)00155-7
    • Salenius, S., Kajola, M., Thompson, W. L., Kosslyn, S., and Hari, R. (1995). Reactivity of magnetic parieto-occipital alpha rhythm during visual imagery. Electroencephalogr. Clin. Neurophysiol. 95, 453-462. doi: 10.1016/0013-4694(95)00155-7.
    • (1995) Electroencephalogr. Clin. Neurophysiol , vol.95 , pp. 453-462
    • Salenius, S.1    Kajola, M.2    Thompson, W.L.3    Kosslyn, S.4    Hari, R.5
  • 64
    • 36549008781 scopus 로고    scopus 로고
    • Decoding two-dimensional movement trajectories using electrocorticographic signals in humans
    • doi: 10.1088/1741-2560/4/3/012
    • Schalk, G., Kubánek, J., Miller, K. J., Anderson, N. R., Leuthardt, E. C., Ojemann, J. G., et al. (2007). Decoding two-dimensional movement trajectories using electrocorticographic signals in humans. J. Neural Eng. 4, 264-275. doi: 10.1088/1741-2560/4/3/012.
    • (2007) J. Neural Eng , vol.4 , pp. 264-275
    • Schalk, G.1    Kubánek, J.2    Miller, K.J.3    Anderson, N.R.4    Leuthardt, E.C.5    Ojemann, J.G.6
  • 66
    • 79959272357 scopus 로고    scopus 로고
    • rtMEG: A real-time software interface for magnetoencephalography
    • doi: 10.1155/2011/327953
    • Sudre, G., Parkkonen, L., Bock, E., Baillet, S., Wang, W., and Weber, D. J. (2011). rtMEG: a real-time software interface for magnetoencephalography. Comput. Intell. Neurosci. 2011, 327953. doi: 10.1155/2011/327953.
    • (2011) Comput. Intell. Neurosci , vol.2011 , pp. 327953
    • Sudre, G.1    Parkkonen, L.2    Bock, E.3    Baillet, S.4    Wang, W.5    Weber, D.J.6
  • 67
    • 84883003429 scopus 로고    scopus 로고
    • Linear decoding of 2D hand movements for target selection tasks using a non-invasive BCI system
    • in, (Orlando: 2013 IEEE International)
    • Ubeda, A., Ianez, E., Hortal, E., and Azorin, J. M. (2013). "Linear decoding of 2D hand movements for target selection tasks using a non-invasive BCI system, " in Systems Conference (SysCon), (Orlando: 2013 IEEE International) 778-782.
    • (2013) Systems Conference (SysCon) , pp. 778-782
    • Ubeda, A.1    Ianez, E.2    Hortal, E.3    Azorin, J.M.4
  • 68
    • 84890867605 scopus 로고    scopus 로고
    • Neural synchrony in cortical networks: History, concept and current status
    • doi: 10.3389/neuro.07.017.2009
    • Uhlhaas, P. J., Pipa, G., Lima, B., Melloni, L., Neuenschwander, S., Nikolić, D., et al. (2009). Neural synchrony in cortical networks: history, concept and current status. Front. Integr. Neurosci. 3:17. doi: 10.3389/neuro.07.017.2009.
    • (2009) Front. Integr. Neurosci , vol.3 , pp. 17
    • Uhlhaas, P.J.1    Pipa, G.2    Lima, B.3    Melloni, L.4    Neuenschwander, S.5    Nikolić, D.6
  • 69
    • 0031869550 scopus 로고    scopus 로고
    • High-frequency components in the alpha band and memory performance
    • doi: 10.1097/00004691-199803000-00011
    • Vogt, F., Klimesch, W., and Doppelmayr, M. (1998). High-frequency components in the alpha band and memory performance. J. Clin. Neurophysiol. 15, 167-172. doi: 10.1097/00004691-199803000-00011.
    • (1998) J. Clin. Neurophysiol , vol.15 , pp. 167-172
    • Vogt, F.1    Klimesch, W.2    Doppelmayr, M.3
  • 71
    • 71149116172 scopus 로고    scopus 로고
    • A review on directional information in neural signals for brain-machine interfaces
    • doi: 10.1016/j.jphysparis.2009.08.007
    • Waldert, S., Pistohl, T., Braun, C., Ball, T., Aertsen, A., and Mehring, C. (2009). A review on directional information in neural signals for brain-machine interfaces. J. Physiol. Paris 103, 244-254. doi: 10.1016/j.jphysparis.2009.08.007.
    • (2009) J. Physiol. Paris , vol.103 , pp. 244-254
    • Waldert, S.1    Pistohl, T.2    Braun, C.3    Ball, T.4    Aertsen, A.5    Mehring, C.6
  • 72
    • 38549159364 scopus 로고    scopus 로고
    • Hand movement direction decoded from MEG and EEG
    • doi: 10.1523/JNEUROSCI.5171-07.2008
    • Waldert, S., Preissl, H., Demandt, E., Braun, C., Birbaumer, N., Aertsen, A., et al. (2008). Hand movement direction decoded from MEG and EEG. J. Neurosci. 28, 1000-1008. doi: 10.1523/JNEUROSCI.5171-07.2008.
    • (2008) J. Neurosci , vol.28 , pp. 1000-1008
    • Waldert, S.1    Preissl, H.2    Demandt, E.3    Braun, C.4    Birbaumer, N.5    Aertsen, A.6
  • 73
    • 78049491468 scopus 로고    scopus 로고
    • Decoding and cortical source localization for intended movement direction with MEG
    • doi: 10.1152/jn.00239.2010
    • Wang, W., Sudre, G. P., Xu, Y., Kass, R. E., Collinger, J. L., Degenhart, A. D., et al. (2010). Decoding and cortical source localization for intended movement direction with MEG. J. Neurophysiol. 104, 2451-2461. doi: 10.1152/jn.00239.2010.
    • (2010) J. Neurophysiol , vol.104 , pp. 2451-2461
    • Wang, W.1    Sudre, G.P.2    Xu, Y.3    Kass, R.E.4    Collinger, J.L.5    Degenhart, A.D.6
  • 74
    • 84933671108 scopus 로고    scopus 로고
    • Control beliefs can predict the ability to up-regulate sensorimotor rhythm during neurofeedback training
    • doi: 10.3389/fnhum.2013.00478
    • Witte, M., Kober, S. E., Ninaus, M., Neuper, C., and Wood, G. (2013). Control beliefs can predict the ability to up-regulate sensorimotor rhythm during neurofeedback training. Front. Hum. Neurosci. 7:478. doi: 10.3389/fnhum.2013.00478.
    • (2013) Front. Hum. Neurosci , vol.7 , pp. 478
    • Witte, M.1    Kober, S.E.2    Ninaus, M.3    Neuper, C.4    Wood, G.5
  • 75
    • 0036271135 scopus 로고    scopus 로고
    • Brain-computer interfaces for communication and control
    • doi: 10.1016/S1388-2457(02)00057-3
    • Wolpaw, J. R., Birbaumer, N., McFarland, D. J., Pfurtscheller, G., and Vaughan, T. M. (2002). Brain-computer interfaces for communication and control. Clin. Neurophysiol. 113, 767-791. doi: 10.1016/S1388-2457(02)00057-3.
    • (2002) Clin. Neurophysiol , vol.113 , pp. 767-791
    • Wolpaw, J.R.1    Birbaumer, N.2    McFarland, D.J.3    Pfurtscheller, G.4    Vaughan, T.M.5
  • 76
    • 34250856329 scopus 로고    scopus 로고
    • Modulation of neuronal interactions through neuronal synchronization
    • doi: 10.1126/science.1139597
    • Womelsdorf, T., Schoffelen, J.-M., Oostenveld, R., Singer, W., Desimone, R., Engel, A. K., et al. (2007). Modulation of neuronal interactions through neuronal synchronization. Science 316, 1609-1612. doi: 10.1126/science.1139597.
    • (2007) Science , vol.316 , pp. 1609-1612
    • Womelsdorf, T.1    Schoffelen, J.-M.2    Oostenveld, R.3    Singer, W.4    Desimone, R.5    Engel, A.K.6
  • 77
    • 84865380186 scopus 로고    scopus 로고
    • Recording and analysis techniques for high-frequency oscillations
    • doi: 10.1016/j.pneurobio.2012.02.006
    • Worrell, G. A., Jerbi, K., Kobayashi, K., Lina, J. M., Zelmann, R., and Le Van Quyen, M. (2012). Recording and analysis techniques for high-frequency oscillations. Prog. Neurobiol. 98, 265-278. doi: 10.1016/j.pneurobio.2012.02.006.
    • (2012) Prog. Neurobiol , vol.98 , pp. 265-278
    • Worrell, G.A.1    Jerbi, K.2    Kobayashi, K.3    Lina, J.M.4    Zelmann, R.5    Le Van Quyen, M.6
  • 78
    • 79958708797 scopus 로고    scopus 로고
    • Clustering linear discriminant analysis for MEG-based brain computer interfaces
    • doi: 10.1109/TNSRE.2011.2116125
    • Zhang, J., Sudre, G., Li, X., Wang, W., Weber, D. J., and Bagic, A. (2011). Clustering linear discriminant analysis for MEG-based brain computer interfaces. IEEE Trans. Neural Syst. Rehabil. Eng. 19, 221-231. doi: 10.1109/TNSRE.2011.2116125.
    • (2011) IEEE Trans. Neural Syst. Rehabil. Eng , vol.19 , pp. 221-231
    • Zhang, J.1    Sudre, G.2    Li, X.3    Wang, W.4    Weber, D.J.5    Bagic, A.6


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.