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Volumn 59, Issue 7, 2012, Pages 1943-1950

Statistically reliable and fast direct estimation of phase-amplitude cross-frequency coupling

Author keywords

Confidence level; electrocorticogram (ECoG); neuronal oscillations; phase amplitude coupling (PAC)

Indexed keywords

ANIMAL BRAIN; CONFIDENCE LEVELS; CONFIDENCE LIMIT; CROSSFREQUENCY COUPLINGS (CFC); DATA LENGTH; ELECTROCORTICOGRAM; ESTIMATION METHODS; HIGH SPECIFICITY; NEURONAL OSCILLATIONS; PHASEAMPLITUDE COUPLINGS (PAC); SENSITIVITY PERFORMANCE; VISUAL TASKS;

EID: 84862735457     PISSN: 00189294     EISSN: 15582531     Source Type: Journal    
DOI: 10.1109/TBME.2012.2194783     Document Type: Article
Times cited : (17)

References (40)
  • 1
    • 79960966716 scopus 로고    scopus 로고
    • It's about time
    • Jan. doi: 10.3389/fnhum.2011.00002
    • M. X. Cohen, "It's about time," Frontiers Human Neurosci., vol. 5, 16 pp., Jan. 2011, doi: 10.3389/fnhum.2011.00002.
    • (2011) Frontiers Human Neurosci. , vol.5 , pp. 16
    • Cohen, M.X.1
  • 2
    • 79958044630 scopus 로고    scopus 로고
    • Cracking the code of oscillatory activity
    • May doi:10.1371/journal.pbio.1001064
    • P. G. Schyns, G. Thut, and J. Gross, "Cracking the code of oscillatory activity," PLoS Biol., vol. 9, no. 5, e1001064, 8 pp., May 2011, doi:10.1371/journal.pbio.1001064.
    • (2011) PLoS Biol. , vol.9 , Issue.5
    • Schyns, P.G.1    Thut, G.2    Gross, J.3
  • 3
    • 34250782627 scopus 로고    scopus 로고
    • Cross-frequency coupling between neuronal oscillations
    • Jul.
    • O. Jensen and L. L. Colgin, "Cross-frequency coupling between neuronal oscillations," Trends Cognitive Sci., vol. 11, no. 7, pp. 267-269, Jul. 2007.
    • (2007) Trends Cognitive Sci. , vol.11 , Issue.7 , pp. 267-269
    • Jensen, O.1    Colgin, L.L.2
  • 4
    • 77958196627 scopus 로고    scopus 로고
    • The functional role of cross-frequency coupling
    • Nov.
    • R. T. Canolty and R. T. Knight, "The functional role of cross-frequency coupling," Trends Cognitive Sci., vol. 14, no. 11, pp. 506-515, Nov. 2010.
    • (2010) Trends Cognitive Sci. , vol.14 , Issue.11 , pp. 506-515
    • Canolty, R.T.1    Knight, R.T.2
  • 5
    • 80053178464 scopus 로고    scopus 로고
    • A critical note on the definition of phase-amplitude cross-frequency coupling
    • Aug.
    • T. E. Özkurt and A. Schnitzler, "A critical note on the definition of phase-amplitude cross-frequency coupling," J. Neurosci. Methods, vol. 201, pp. 438-443, Aug. 2011.
    • (2011) J. Neurosci. Methods , vol.201 , pp. 438-443
    • Özkurt, T.E.1    Schnitzler, A.2
  • 6
    • 61449178746 scopus 로고    scopus 로고
    • Cross-frequency coupling of brain oscillations indicates the success in visual motion discrimination
    • Apr.
    • B. Händel and T. Haarmeier, "Cross-frequency coupling of brain oscillations indicates the success in visual motion discrimination," NeuroImage, vol. 45, no. 3, pp. 1040-1046, Apr. 2009.
    • (2009) NeuroImage , vol.45 , Issue.3 , pp. 1040-1046
    • Händel, B.1    Haarmeier, T.2
  • 7
    • 66049130331 scopus 로고    scopus 로고
    • Good vibrations: Cross-frequency coupling in the human nucleus accumbens during reward processing
    • May
    • M. X. Cohen, N. Axmacher, D. Lenartz, C. E. Elger, V. Sturm, and T. E. Schlaepfer, "Good vibrations: Cross-frequency coupling in the human nucleus accumbens during reward processing," J. Cognit. Neurosci., vol. 21, no. 5, pp. 875-889, May 2009.
    • (2009) J. Cognit. Neurosci. , vol.21 , Issue.5 , pp. 875-889
    • Cohen, M.X.1    Axmacher, N.2    Lenartz, D.3    Elger, C.E.4    Sturm, V.5    Schlaepfer, T.E.6
  • 8
    • 79953011852 scopus 로고    scopus 로고
    • Shifts in gamma phase-amplitude coupling frequency from theta to alpha over posterior cortex during visual tasks
    • Jan. doi: 10.3389/fnhum.2010.00191
    • B. Voytek, R. T. Canolty, A. Shestyuk, N. E. Crone, J. Parvizi, and R. T. Knight, "Shifts in gamma phase-amplitude coupling frequency from theta to alpha over posterior cortex during visual tasks," Frontiers Human Neurosci., vol. 4, 9 pp., Jan. 2010, doi: 10.3389/fnhum.2010.00191.
    • (2010) Frontiers Human Neurosci. , vol.4 , pp. 9
    • Voytek, B.1    Canolty, R.T.2    Shestyuk, A.3    Crone, N.E.4    Parvizi, J.5    Knight, R.T.6
  • 9
    • 77649259491 scopus 로고    scopus 로고
    • Cross-frequency coupling supports multi-item working memory in the human hippocampus
    • Feb.
    • N. Axmacher, M. M. Henseler, O. Jensen, I. Weinreich, C. E. Elger, and J. Fell, "Cross-frequency coupling supports multi-item working memory in the human hippocampus," Proc. Natl. Acad. Sci. U.S.A., vol. 107, no. 7, pp. 3228-3233, Feb. 2010.
    • (2010) Proc. Natl. Acad. Sci. U.S.A. , vol.107 , Issue.7 , pp. 3228-3233
    • Axmacher, N.1    Henseler, M.M.2    Jensen, O.3    Weinreich, I.4    Elger, C.E.5    Fell, J.6
  • 10
  • 11
    • 79956107413 scopus 로고    scopus 로고
    • High frequency oscillations in the subthalamic nucleus: A neurophysiological marker of the motor state in Parkinson's disease
    • Jun.
    • T. E. Özkurt, M. Butz, M. Homburger, S. Elben, J. Vesper, L. Wojtecki, and A. Schnitzler, "High frequency oscillations in the subthalamic nucleus: A neurophysiological marker of the motor state in Parkinson's disease,"Exp. Neurol., vol. 229, no. 2, pp. 324-331, Jun. 2011.
    • (2011) Exp. Neurol. , vol.229 , Issue.2 , pp. 324-331
    • Özkurt, T.E.1    Butz, M.2    Homburger, M.3    Elben, S.4    Vesper, J.5    Wojtecki, L.6    Schnitzler, A.7
  • 18
    • 77950187269 scopus 로고    scopus 로고
    • Powers of modified Bessel functions of the first kind
    • Jun.
    • Á. Baricz, "Powers of modified Bessel functions of the first kind," Appl. Math. Lett., vol. 23, no. 6, pp. 722-724, Jun. 2010.
    • (2010) Appl. Math. Lett. , vol.23 , Issue.6 , pp. 722-724
    • Baricz, Á.1
  • 19
    • 84941871856 scopus 로고
    • The Kolmogrov-Smirnov test for goodness of fit
    • F. J. Massey, "The Kolmogrov-Smirnov test for goodness of fit," J. Amer. Stat. Assoc., vol. 46, no. 253, pp. 68-78, 1951.
    • (1951) J. Amer. Stat. Assoc. , vol.46 , Issue.253 , pp. 68-78
    • Massey, F.J.1
  • 20
    • 41949090822 scopus 로고    scopus 로고
    • Sharp edge artifacts and spurious coupling in EEG frequency comodulation measures
    • May.
    • M. Kramer, A. B. L. Tort, and N. J. Kopell, "Sharp edge artifacts and spurious coupling in EEG frequency comodulation measures," J. Neurosci. Methods, vol. 170, no. 2, pp. 352-357, May. 2008.
    • (2008) J. Neurosci. Methods , vol.170 , Issue.2 , pp. 352-357
    • Kramer, M.1    Tort, A.B.L.2    Kopell, N.J.3
  • 21
    • 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
    • A. Delorme and S. Makeig, "EEGLAB: An open source toolbox for analysis of single-trial EEG dynamics including independent component analysis,"J. Neurosci. Methods, vol. 134, no. 1, pp. 9-21, 2004. (Pubitemid 38224183)
    • (2004) Journal of Neuroscience Methods , vol.134 , Issue.1 , pp. 9-21
    • Delorme, A.1    Makeig, S.2
  • 24
    • 3042523540 scopus 로고    scopus 로고
    • Neuronal oscillations in cortical networks
    • G. Buzsáki and A. Draguhn, "Neuronal oscillations in cortical networks,"Science, vol. 304, no. 5679, pp. 1926-1929, 2004.
    • (2004) Science , vol.304 , Issue.5679 , pp. 1926-1929
    • Buzsáki, G.1    Draguhn, A.2
  • 26
    • 0000501589 scopus 로고
    • Fractional Brownian motions, fractional noise and applications
    • B. B. Mandelbrot and J. W. Van Ness, "Fractional Brownian motions, fractional noise and applications," SIAM Rev., vol. 10, no. 4, pp. 422-437, 1968.
    • (1968) SIAM Rev. , vol.10 , Issue.4 , pp. 422-437
    • Mandelbrot, B.B.1    Van Ness, J.W.2
  • 27
    • 79960631457 scopus 로고    scopus 로고
    • Multidimensional recording (MDR) and data sharing: An ecological open research and educational platform for neuroscience
    • Jul. doi:10.1371/journal.pone.0022561
    • Y. Nagasaka, K. Shimoda, and N. Fujii, "Multidimensional recording (MDR) and data sharing: An ecological open research and educational platform for neuroscience," PLoS One, vol. 6, no. 7, e22561, 17 pp., Jul. 2011, doi:10.1371/journal.pone.0022561.
    • (2011) PLoS One , vol.6 , Issue.7
    • Nagasaka, Y.1    Shimoda, K.2    Fujii, N.3
  • 28
    • 58049215503 scopus 로고    scopus 로고
    • Gamma power is phase-locked to posterior alpha activity
    • Jan. doi:10.1371/journal.pone.0003990
    • D. Osipova, D. Hermes, and O. Jensen, "Gamma power is phase-locked to posterior alpha activity," PloS One, vol. 3, no. 12, e3990, 7 pp., Jan. 2008, doi:10.1371/journal.pone.0003990.
    • (2008) PloS One , vol.3 , Issue.12
    • Osipova, D.1    Hermes, D.2    Jensen, O.3
  • 29
    • 38749108173 scopus 로고    scopus 로고
    • Assessing transient cross-frequency coupling in EEG data
    • Mar.
    • M. X. Cohen, "Assessing transient cross-frequency coupling in EEG data,"J. Neurosci. Methods, vol. 168, no. 2, pp. 494-499, Mar. 2008.
    • (2008) J. Neurosci. Methods , vol.168 , Issue.2 , pp. 494-499
    • Cohen, M.X.1
  • 30
    • 58149503666 scopus 로고    scopus 로고
    • Dynamic cross-frequency couplings of local field potential oscillations in rat striatum and hippocampus during performance of a T-maze task
    • Dec.
    • A. B. L. Tort, M. A. Kramer, C. Thorn, D. J. Gibson, Y. Kubota, A. M. Graybiel, and N. J. Kopell, "Dynamic cross-frequency couplings of local field potential oscillations in rat striatum and hippocampus during performance of a T-maze task," Proc. Natl. Acad. Sci. U.S.A., vol. 105, no. 51, pp. 20517-20522, Dec. 2008.
    • (2008) Proc. Natl. Acad. Sci. U.S.A. , vol.105 , Issue.51 , pp. 20517-20522
    • Tort, A.B.L.1    Kramer, M.A.2    Thorn, C.3    Gibson, D.J.4    Kubota, Y.5    Graybiel, A.M.6    Kopell, N.J.7
  • 31
    • 0014523113 scopus 로고
    • Estimation of the coherence spectrum and its confidence interval using the fast Fourier transform
    • Jun.
    • V. Benignus, "Estimation of the coherence spectrum and its confidence interval using the fast Fourier transform," IEEE Trans. Audio Electroacoust., vol. 17, no. 2, pp. 145-150, Jun. 1969.
    • (1969) IEEE Trans. Audio Electroacoust. , vol.17 , Issue.2 , pp. 145-150
    • Benignus, V.1
  • 32
    • 0029421567 scopus 로고
    • A framework for the analysis ofmixed time series/point process data-theory and application to the study of physiological tremor, single motor unit discharges and electromyograms
    • D. M. Halliday, J. R. Rosenburg, A. M. Amjad, P. Breeze, B. A. Conway, and S. F. Farmer, "A framework for the analysis ofmixed time series/point process data-theory and application to the study of physiological tremor, single motor unit discharges and electromyograms," Prog. Biophys. Mol. Biol., vol. 64, pp. 237-278, 1995.
    • (1995) Prog. Biophys. Mol. Biol. , vol.64 , pp. 237-278
    • Halliday, D.M.1    Rosenburg, J.R.2    Amjad, A.M.3    Breeze, P.4    Conway, B.A.5    Farmer, S.F.6
  • 34
    • 33751508139 scopus 로고    scopus 로고
    • Beta oscillatory activity in the subthalamic nucleus and its relation to dopaminergic response in Parkinson's disease
    • DOI 10.1152/jn.00697.2006
    • M. Weinberger, N. Mahant, W. D. Hutchison, A. M. Lozano, E. Moro, M. Hodaie, A. E. Lang, and J. O. Dostrovsky, "Beta oscillatory activity in the subthalamic nucleus and its relation to dopaminergic response in Parkinson's disease," J. Neurophysiol., vol. 96, no. 6, pp. 3248-3256, Dec. 2006. (Pubitemid 44837869)
    • (2006) Journal of Neurophysiology , vol.96 , Issue.6 , pp. 3248-3256
    • Weinberger, M.1    Mahant, N.2    Hutchison, W.D.3    Lozano, A.M.4    Moro, E.5    Hodaie, M.6    Lang, A.E.7    Dostrovsky, J.O.8
  • 35
    • 79952051172 scopus 로고    scopus 로고
    • Distinct oscillatory STN-cortical loops revealed by simultaneous MEG and local field potential recordings in patients with Parkinson's disease
    • Apr.
    • J. Hirschmann, T. E. Özkurt, M. Butz, M. Homburger, S. Elben, C. J. Hartmann, J. Vesper, L. Wojtecki, and A. Schnitzler, "Distinct oscillatory STN-cortical loops revealed by simultaneous MEG and local field potential recordings in patients with Parkinson's disease," Neuroimage, vol. 55, no. 3, pp. 1159-1168, Apr. 2011.
    • (2011) Neuroimage , vol.55 , Issue.3 , pp. 1159-1168
    • Hirschmann, J.1    Özkurt, T.E.2    Butz, M.3    Homburger, M.4    Elben, S.5    Hartmann, C.J.6    Vesper, J.7    Wojtecki, L.8    Schnitzler, A.9
  • 36
    • 23944484420 scopus 로고    scopus 로고
    • An oscillatory hierarchy controlling neuronal excitability and stimulus processing in the auditory cortex
    • DOI 10.1152/jn.00263.2005
    • P. Lakatos, A. S. Shah, K. H. Knuth, I. Ulbert, G. Karmos, and C. E. Schroeder, "An oscillatory hierarchy controlling neuronal excitability and stimulus processing in the auditory cortex," J. Neurophysiol., vol. 94, pp. 1904-1911, 2005. (Pubitemid 41192862)
    • (2005) Journal of Neurophysiology , vol.94 , Issue.3 , pp. 1904-1911
    • Lakatos, P.1    Shah, A.S.2    Knuth, K.H.3    Ulbert, I.4    Karmos, G.5    Schroeder, C.E.6
  • 37
    • 77955940351 scopus 로고    scopus 로고
    • Measuring phase-amplitude coupling between neuronal oscillations of different frequencies
    • A. B. L. Tort, R. Komorowski, H. Eichenbaum, and N. Kopell, "Measuring phase-amplitude coupling between neuronal oscillations of different frequencies," J. Neurophysiol., vol. 104, no. 2, pp. 1195-1210, 2010.
    • (2010) J. Neurophysiol. , vol.104 , Issue.2 , pp. 1195-1210
    • Tort, A.B.L.1    Komorowski, R.2    Eichenbaum, H.3    Kopell, N.4
  • 38
    • 0036238798 scopus 로고    scopus 로고
    • Detection and description of non-linear interdependence in normal multichannel human EEG data
    • DOI 10.1016/S1388-2457(02)00051-2, PII S1388245702000512
    • M. Breakspear and J. R. Terry, "Detection and description of non-linear interdependence in normal multichannel human EEG data," Clin. Neurophysiol., vol. 113, pp. 735-753, 2002. (Pubitemid 34439277)
    • (2002) Clinical Neurophysiology , vol.113 , Issue.5 , pp. 735-753
    • Breakspear, M.1    Terry, J.R.2
  • 39
    • 67449110748 scopus 로고    scopus 로고
    • The phase of ongoing EEG oscillations predicts visual perception
    • N. A. Busch, J. Dubois, and R. Vanrullen, "The phase of ongoing EEG oscillations predicts visual perception," Trends Cognitive Sci., vol. 29, no. 24, pp. 7869-7876, 2009.
    • (2009) Trends Cognitive Sci. , vol.29 , Issue.24 , pp. 7869-7876
    • Busch, N.A.1    Dubois, J.2    Vanrullen, R.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.