메뉴 건너뛰기




Volumn 61, Issue 3, 2014, Pages 680-693

Measuring time-varying information flow in scalp EEG signals: Orthogonalized partial directed coherence

Author keywords

Brain networks; connectivity analysis; directed coherence; EEG; multivariate autoregressive modeling; volume conduction

Indexed keywords

BRAIN NETWORKS; CONNECTIVITY ANALYSIS; DIRECTED COHERENCES; MULTIVARIATE AUTOREGRESSIVE MODELS; VOLUME CONDUCTION;

EID: 84896819384     PISSN: 00189294     EISSN: 15582531     Source Type: Journal    
DOI: 10.1109/TBME.2013.2286394     Document Type: Article
Times cited : (79)

References (52)
  • 2
    • 84860355940 scopus 로고    scopus 로고
    • Analyzing functional brain connectivity by means of commute times: A new approach and its application to track event-related dynamics
    • May
    • S. I. Dimitriadis, N. A. Laskaris, A. Tzelepi, and G. Economou, "Analyzing functional brain connectivity by means of commute times: A new approach and its application to track event-related dynamics, " IEEE Trans. Biomed. Eng., vol. 59, no. 5, pp. 1302-1309, May 2012.
    • (2012) IEEE Trans. Biomed. Eng. , vol.59 , Issue.5 , pp. 1302-1309
    • Dimitriadis, S.I.1    Laskaris, N.A.2    Tzelepi, A.3    Economou, G.4
  • 3
    • 77954646035 scopus 로고    scopus 로고
    • Modeling sparse connectivity between underlying brain sources for EEG/MEG
    • Aug.
    • S. Haufe, R. Tomioka, G. Nolte, K.-R. Müller, and M. Kawanabe, "Modeling sparse connectivity between underlying brain sources for EEG/MEG, " IEEE Trans. Biomed. Eng., vol. 57, no. 8, pp. 1954-1963, Aug. 2010.
    • (2010) IEEE Trans. Biomed. Eng. , vol.57 , Issue.8 , pp. 1954-1963
    • Haufe, S.1    Tomioka, R.2    Nolte, G.3    Müller, K.-R.4    Kawanabe, M.5
  • 4
    • 79959562090 scopus 로고    scopus 로고
    • Electrophysiological imaging of brain activity and connectivity- Challenges and opportunities
    • Jul.
    • H. Bin, Y. Lin, C. Wilke, and Y. Han, "Electrophysiological imaging of brain activity and connectivity-Challenges and opportunities, " IEEE Trans. Biomed. Eng., vol. 58, no. 7, pp. 1918-1931, Jul. 2011.
    • (2011) IEEE Trans. Biomed. Eng. , vol.58 , Issue.7 , pp. 1918-1931
    • Bin, H.1    Lin, Y.2    Wilke, C.3    Han, Y.4
  • 5
    • 84862289308 scopus 로고    scopus 로고
    • Measuring connectivity in linear mul-tivariate processes: Definitions, interpretation, and practical analysis
    • art ID 140513 doi: 10.1155/2012/140513
    • L. Faes, S. Erla, and G. Nollo, "Measuring connectivity in linear mul-tivariate processes: Definitions, interpretation, and practical analysis, " Comput. Math. Methods Med., vol. 2012, art ID 140513, 18 pp., 2012. doi: 10.1155/2012/140513.
    • (2012) Comput. Math. Methods Med. , vol.2012 , pp. 18
    • Faes, L.1    Erla, S.2    Nollo, G.3
  • 6
    • 78649326725 scopus 로고    scopus 로고
    • Extended causal modeling to assess partial directed coherence in multiple time series with significant instantaneous interactions
    • Jan. 11
    • L. Faes and G. Nollo, "Extended causal modeling to assess partial directed coherence in multiple time series with significant instantaneous interactions, " Biol. Cybern., vol. 103, pp. 387-400, Jan. 11, 2010.
    • (2010) Biol. Cybern. , vol.103 , pp. 387-400
    • Faes, L.1    Nollo, G.2
  • 7
    • 0037473234 scopus 로고    scopus 로고
    • The use of time-variant EEG Granger causality for inspecting directed interdependencies of neural assemblies
    • DOI 10.1016/S0165-0270(02)00366-7
    • W. Hesse, E. Möller, M. Arnold, and B. Schack, "The use of time-variant EEG granger causality for inspecting directed interdependencies of neural assemblies, " J. Neurosci. Methods, vol. 124, pp. 27-44, 2003. (Pubitemid 36315806)
    • (2003) Journal of Neuroscience Methods , vol.124 , Issue.1 , pp. 27-44
    • Hesse, W.1    Moller, E.2    Arnold, M.3    Schack, B.4
  • 8
    • 84862948880 scopus 로고    scopus 로고
    • Cross validation for selection of cortical interaction models from scalp EEG or MEG
    • Feb.
    • B. L. P. Cheung, R. Nowak, L. Hyong Chol, W. Drongelen, and B. D. Veen, "Cross validation for selection of cortical interaction models from scalp EEG or MEG, " IEEE Trans. Biomed. Eng., vol. 59, no. 2, pp. 504-514, Feb. 2012.
    • (2012) IEEE Trans. Biomed. Eng. , vol.59 , Issue.2 , pp. 504-514
    • Cheung, B.L.P.1    Nowak, R.2    Hyong Chol, L.3    Drongelen, W.4    Veen, B.D.5
  • 9
    • 80055043903 scopus 로고    scopus 로고
    • Assessing directed interactions from neurophysiological signals-an overview
    • K. Lehnertz, "Assessing directed interactions from neurophysiological signals-an overview, " Physiol. Meas., vol. 32, pp. 1715-1724, 2011.
    • (2011) Physiol. Meas. , vol.32 , pp. 1715-1724
    • Lehnertz, K.1
  • 10
    • 77956079564 scopus 로고    scopus 로고
    • Nonlinear connectivity by granger causality
    • D. Marinazzo, W. Liao, H. Chen, and S. Stramaglia, "Nonlinear connectivity by granger causality, " Neuroimage., vol. 58, pp. 330-338, 2010.
    • (2010) Neuroimage. , vol.58 , pp. 330-338
    • Marinazzo, D.1    Liao, W.2    Chen, H.3    Stramaglia, S.4
  • 13
    • 0000351727 scopus 로고
    • Investigating causal relations by econometric models and cross-spectral methods
    • C. W. J. Granger, "Investigating causal relations by econometric models and cross-spectral methods, " Econometrica, vol. 37, pp. 424-438, 1969.
    • (1969) Econometrica , vol.37 , pp. 424-438
    • Granger, C.W.J.1
  • 14
    • 84894912254 scopus 로고
    • Measurement of linear dependence and feedback between multiple time series
    • J. Geweke, "Measurement of linear dependence and feedback between multiple time series, " J. Am. Stat. Assoc., vol. 77, pp. 304-313, 1982.
    • (1982) J. Am. Stat. Assoc. , vol.77 , pp. 304-313
    • Geweke, J.1
  • 15
    • 0035377249 scopus 로고    scopus 로고
    • Partial directed coherence: A new concept in neural structure determination
    • L. A. Baccalá and K. Sameshima, "Partial directed coherence: A new concept inneural structure determination, " Biol. Cybern., vol. 84, pp. 463-474, 2001. (Pubitemid 33605196)
    • (2001) Biological Cybernetics , vol.84 , Issue.6 , pp. 463-474
    • Baccala, L.A.1    Sameshima, K.2
  • 16
    • 0025987253 scopus 로고
    • A new method of the description of the information flow in the brain structures
    • M. Kaminski and K. Blinowska, "A new method of the description of the information flow in the brain structures, " Biol. Cybern., vol. 65, pp. 203-210, 1991.
    • (1991) Biol. Cybern. , vol.65 , pp. 203-210
    • Kaminski, M.1    Blinowska, K.2
  • 19
    • 0037563249 scopus 로고    scopus 로고
    • Determination of information flow direction among brain structures by a modified directed transfer function (dDTF) method
    • DOI 10.1016/S0165-0270(03)00052-9
    • A. Korzeniewska, M. Manczak, M. Kaminski, K. J. Blinowska, and S. Kasicki, "Determination of information flow direction among brain structures by a modified directed transfer function (dDTF) method, " J. Neurosci. Methods, vol. 125, pp. 195-207, 2003. (Pubitemid 36579348)
    • (2003) Journal of Neuroscience Methods , vol.125 , Issue.1-2 , pp. 195-207
    • Korzeniewska, A.1    Manczak, M.2    Kaminski, M.3    Blinowska, K.J.4    Kasicki, S.5
  • 20
    • 25844517315 scopus 로고    scopus 로고
    • Comparison of linear signal processing techniques to infer directed interactions in multivariate neural systems
    • DOI 10.1016/j.sigpro.2005.07.011, PII S0165168405002069, Neuronal Coordination in the Brain: A Signal Processing Perspective
    • M. Winterhalder, B. Schelter, W. Hesse, K. Schwab, L. Leistritz, D. Klan, R. Bauer, J. Timmer, and H. Witte, "Comparison of linear signal processing techniques to infer directed interactions in multivariate neural systems, " Signal Process., vol. 85, pp. 2137-2160, 2005. (Pubitemid 41394311)
    • (2005) Signal Processing , vol.85 , Issue.11 , pp. 2137-2160
    • Winterhalder, M.1    Schelter, B.2    Hesse, W.3    Schwab, K.4    Leistritz, L.5    Klan, D.6    Bauer, R.7    Timmer, J.8    Witte, H.9
  • 24
    • 79551536290 scopus 로고    scopus 로고
    • Spectral estimation of nonstationary EEG using particle filtering with application to event-related desynchronization (ERD)
    • Feb.
    • T. Chee-Ming, S. H. Salleh, Z. Z. Zainuddin, and A. Bahar, "Spectral estimation of nonstationary EEG using particle filtering with application to event-related desynchronization (ERD), " IEEE Trans. Biomed. Eng., vol. 58, no. 2, pp. 321-331, Feb. 2011.
    • (2011) IEEE Trans. Biomed. Eng. , vol.58 , Issue.2 , pp. 321-331
    • Chee-Ming, T.1    Salleh, S.H.2    Zainuddin, Z.Z.3    Bahar, A.4
  • 25
    • 4444355027 scopus 로고    scopus 로고
    • Identifying true brain interaction from EEG data using the imaginary part of coherency
    • DOI 10.1016/j.clinph.2004.04.029, PII S1388245704001993
    • G. Nolte, O. Bai, L. Wheaton, Z. Mari, S. Vorbach, and M. Hallett, "Identifying true brain interaction from EEG data using the imaginary part of coherency, " Clin. Neurophysiol., vol. 115, pp. 2292-2307, 2004. (Pubitemid 39200796)
    • (2004) Clinical Neurophysiology , vol.115 , Issue.10 , pp. 2292-2307
    • Nolte, G.1    Bai, O.2    Wheaton, L.3    Mari, Z.4    Vorbach, S.5    Hallett, M.6
  • 26
    • 84859985677 scopus 로고    scopus 로고
    • Doctoral dissertation, Dept. Signal Process., Tampere Univ. Technol.
    • G. Gomez-Herrero, "Brain connectivity analysis with EEG, " Doctoral dissertation, Dept. Signal Process., Tampere Univ. Technol., 2010.
    • (2010) Brain Connectivity Analysis with EEG
    • Gomez-Herrero, G.1
  • 28
    • 77952139989 scopus 로고    scopus 로고
    • Neuronal synchrony reveals working memory networks and predicts individual memory capacity
    • Apr. 20
    • J. M. Palva, S. Monto, S. Kulashekhar, and S. Palva, "Neuronal synchrony reveals working memory networks and predicts individual memory capacity, " Proc. Natl. Acad. Sci. USA, vol. 107, pp. 7580-7585, Apr. 20, 2010.
    • (2010) Proc. Natl. Acad. Sci. USA , vol.107 , pp. 7580-7585
    • Palva, J.M.1    Monto, S.2    Kulashekhar, S.3    Palva, S.4
  • 29
    • 84861574104 scopus 로고    scopus 로고
    • Large-scale cortical correlation structure of spontaneous oscillatory activity
    • J. F. Hipp, D. J. Hawellek, M. Corbetta, M. Siegel, and A. K. Engel, "Large-scale cortical correlation structure of spontaneous oscillatory activity, " Nat. Neurosci., vol. 15, pp. 884-890, 2012.
    • (2012) Nat. Neurosci. , vol.15 , pp. 884-890
    • Hipp, J.F.1    Hawellek, D.J.2    Corbetta, M.3    Siegel, M.4    Engel, A.K.5
  • 30
    • 33745123380 scopus 로고    scopus 로고
    • Tutorial on multivariate autore-gressive modelling
    • H. Hytti, R. Takalo, and H. Ihalainen, "Tutorial on multivariate autore-gressive modelling, " J. Clin. Monit. Comput., vol. 20, pp. 101-108, 2006.
    • (2006) J. Clin. Monit. Comput. , vol.20 , pp. 101-108
    • Hytti, H.1    Takalo, R.2    Ihalainen, H.3
  • 31
    • 0002537923 scopus 로고    scopus 로고
    • Estimation of parameters and eigenmodes of multivariate autoregressive models
    • DOI 10.1145/382043.382304
    • A. Neumaier andT.Schneider, "Estimation of parameters and eigenmodes of multivariate autoregressive models, " ACM Trans. Math. Softw., vol. 27, pp. 27-57, 2001. (Pubitemid 33609114)
    • (2001) ACM Transactions on Mathematical Software , vol.27 , Issue.1 , pp. 27-57
    • Neumaier, A.1    Schneider, T.2
  • 32
    • 0001748304 scopus 로고
    • A comparison of the Akaike and Schwarz criteria for selecting model order
    • A. B. Koehler and E. S. Murphree, "A comparison of the Akaike and Schwarz criteria for selecting model order, " Appl. Statist., vol. 37, pp. 187-195, 1988.
    • (1988) Appl. Statist. , vol.37 , pp. 187-195
    • Koehler, A.B.1    Murphree, E.S.2
  • 34
    • 77953060650 scopus 로고
    • Linearly independent, orthogonal, and uncorrelated variables
    • May 01
    • J. L. Rodgers, W. A. Nicewander, and L. Toothaker, "Linearly independent, orthogonal, and uncorrelated variables, " Am. Statist., vol. 38, pp. 133-134, May 01, 1984.
    • (1984) Am. Statist. , vol.38 , pp. 133-134
    • Rodgers, J.L.1    Nicewander, W.A.2    Toothaker, L.3
  • 35
    • 84857321474 scopus 로고    scopus 로고
    • Phase synchrony in the early preterm EEG: Development of methods for estimating synchrony in both oscillations and events
    • A. Tokariev, K. Palmu, A. Lano, M. Metsäranta, and S. Vanhatalo, "Phase synchrony in the early preterm EEG: Development of methods for estimating synchrony in both oscillations and events, " Neuroimage, vol. 60, pp. 1562-1573, 2012.
    • (2012) Neuroimage , vol.60 , pp. 1562-1573
    • Tokariev, A.1    Palmu, K.2    Lano, A.3    Metsäranta, M.4    Vanhatalo, S.5
  • 36
    • 84869006567 scopus 로고    scopus 로고
    • Orthogonalized partial directed coherence for functional connectivity analysis of newborn EEG
    • T. Huang, Z. Zeng, C. Li, and C. Leung, Eds. Berlin, Germany: Springer
    • A. Omidvarnia, G. Azemi, B. Boashash, J. O. Toole, P. Colditz, and S. Vanhatalo, "Orthogonalized partial directed coherence for functional connectivity analysis of newborn EEG, " in Neural Information Processing, vol. 7664, T. Huang, Z. Zeng, C. Li, and C. Leung, Eds. Berlin, Germany: Springer, 2012, pp. 683-691.
    • (2012) Neural Information Processing , vol.7664 , pp. 683-691
    • Omidvarnia, A.1    Azemi, G.2    Boashash, B.3    Toole, J.O.4    Colditz, P.5    Vanhatalo, S.6
  • 37
    • 80052663726 scopus 로고    scopus 로고
    • The default mode network in healthy aging and Alzheimer's disease
    • art. ID 535816 doi:10.4061/2011/535816
    • K. Mevel, G. Chetelat, F. Eustache, and B. Desgranges, "The default mode network in healthy aging and Alzheimer's disease, " Int. J. Alzheimers Dis., vol. 2011, art. ID 535816, 9 pp., 2011. doi:10.4061/2011/535816.
    • (2011) Int. J. Alzheimers Dis. , vol.2011 , pp. 9
    • Mevel, K.1    Chetelat, G.2    Eustache, F.3    Desgranges, B.4
  • 38
    • 84857836926 scopus 로고    scopus 로고
    • Preterm EEG: A multimodal neurophysiological protocol
    • doi: 10.3791/3774
    • S. Stjerna, J. Voipio, M. Metsäranta, K. Kaila, and S. Vanhatalo, "Preterm EEG: A multimodal neurophysiological protocol, " J. Vis. Exp., vol. 18, no. 60, 2012. doi: 10.3791/3774.
    • (2012) J. Vis. Exp. , vol.18 , Issue.60
    • Stjerna, S.1    Voipio, J.2    Metsäranta, M.3    Kaila, K.4    Vanhatalo, S.5
  • 39
    • 1242283941 scopus 로고    scopus 로고
    • EEGLAB: An open source toolbox for analysis of single-trial EEG dynamics
    • A. Delorme and S. Makeig, "EEGLAB: An open source toolbox for analysis of single-trial EEG dynamics, " J. Neurosci. Methods, vol. 134, pp. 9-21, 2004.
    • (2004) J. Neurosci. Methods , vol.134 , pp. 9-21
    • Delorme, A.1    Makeig, S.2
  • 40
    • 19444386379 scopus 로고    scopus 로고
    • Early neural correlates of conscious somatosensory perception
    • DOI 10.1523/JNEUROSCI.0141-05.2005
    • S. Palva, K. Linkenkaer-Hansen, R. Näätänen, and J. M. Palva, "Early neural correlates of conscious somatosensory perception, " J. Neurosci., vol. 25, pp. 5248-5258, May 25, 2005. (Pubitemid 40726977)
    • (2005) Journal of Neuroscience , vol.25 , Issue.21 , pp. 5248-5258
    • Palva, S.1    Linkenkaer-Hansen, K.2    Naatanen, R.3    Palva, J.M.4
  • 41
    • 0005943476 scopus 로고    scopus 로고
    • Dual extended kalman filter methods
    • Hoboken, NJ, USA: Wiley
    • E. A. Wan and A. T. Nelson, "Dual extended kalman filter methods, " in Kalman Filtering and Neural Networks. Hoboken, NJ, USA: Wiley, 2002, pp. 123-173.
    • (2002) Kalman Filtering and Neural Networks , pp. 123-173
    • Wan, E.A.1    Nelson, A.T.2
  • 43
    • 78751703809 scopus 로고    scopus 로고
    • EConnec-tome: A MATLAB toolbox for mapping and imaging of brain functional connectivity
    • B. He, Y. Dai, L. Astolfi, F. Babiloni, H. Yuan, and L. Yang, "eConnec-tome: A MATLAB toolbox for mapping and imaging of brain functional connectivity, " J. Neurosci. Methods, vol. 195, pp. 261-269, 2011.
    • (2011) J. Neurosci. Methods , vol.195 , pp. 261-269
    • He, B.1    Dai, Y.2    Astolfi, L.3    Babiloni, F.4    Yuan, H.5    Yang, L.6
  • 44
    • 77954646647 scopus 로고    scopus 로고
    • Testing frequency-domain causality in multivariate time series
    • Aug.
    • L. Faes, A. Porta, and G. Nollo, "Testing frequency-domain causality in multivariate time series, " IEEE Trans. Biomed. Eng., vol. 57, no. 8, pp. 1897-1906, Aug. 2010.
    • (2010) IEEE Trans. Biomed. Eng. , vol.57 , Issue.8 , pp. 1897-1906
    • Faes, L.1    Porta, A.2    Nollo, G.3
  • 45
    • 36849080400 scopus 로고    scopus 로고
    • Connectivity inference between neural structures via partial directed coherence
    • Dec. 01
    • D. Yasumasa Takahashi, L. Antonio Baccal, and K. Sameshima, "Connectivity inference between neural structures via partial directed coherence, " J. Appl. Statist., vol. 34, pp. 1259-1273, Dec. 01, 2007.
    • (2007) J. Appl. Statist. , vol.34 , pp. 1259-1273
    • Yasumasa Takahashi, D.1    Antonio Baccal, L.2    Sameshima, K.3
  • 46
    • 84867314481 scopus 로고    scopus 로고
    • A critical assessment of connectivity measures for EEG data: A simulation study
    • Jan. 1
    • S. Haufe, V. V. Nikulin, K.-R. Müller, and G. Nolte, "A critical assessment of connectivity measures for EEG data: A simulation study, " Neuroimage, vol. 64, pp. 120-133, Jan. 1, 2013.
    • (2013) Neuroimage , vol.64 , pp. 120-133
    • Haufe, S.1    Nikulin, V.V.2    Müller, K.-R.3    Nolte, G.4
  • 47
    • 79960101364 scopus 로고    scopus 로고
    • Functional connectivity analysis ofsteady-state visual evoked potentials
    • Z. Yan and X.Gao, "Functional connectivity analysis ofsteady-state visual evoked potentials, " Neurosci. Lett., vol. 499, pp. 199-203, 2011.
    • (2011) Neurosci. Lett. , vol.499 , pp. 199-203
    • Yan, Z.1    Gao, X.2
  • 48
    • 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
    • R. Srinivasan, E. Fornari, M. Knyazeva, R. Meuli, and P. Maeder, "fMRI responses in medial frontal cortex that depend on the temporal frequency of visual input, " Exp. Brain Res., vol. 180, pp. 677-691, 2007. (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
  • 49
    • 0033989757 scopus 로고    scopus 로고
    • Steady-state visual evoked potentials and travelling waves
    • DOI 10.1016/S1388-2457(99)00194-7, PII S1388245799001947
    • G. R. Burkitt, R. B. Silberstein, P. J. Cadusch, and A. W. Wood, "Steady-state visual evoked potentials and travelling waves, " Clin. Neurophysiol., vol. 111, pp. 246-258, 2000. (Pubitemid 30009438)
    • (2000) Clinical Neurophysiology , vol.111 , Issue.2 , pp. 246-258
    • Burkitt, G.R.1    Silberstein, R.B.2    Cadusch, P.J.3    Wood, A.W.4
  • 50
    • 79960247525 scopus 로고    scopus 로고
    • Implications of white matter correlates of EEG standing and traveling waves
    • P. L. Nunez, "Implications of white matter correlates of EEG standing and traveling waves, " Neuroimage, vol. 57, pp. 1293-1299, 2010.
    • (2010) Neuroimage , vol.57 , pp. 1293-1299
    • Nunez, P.L.1
  • 51
    • 77954355545 scopus 로고    scopus 로고
    • Effect of hypothermia on amplitude-integrated electroencephalogram in infants with asphyxia
    • M. Thoresen, L. Hellström-Westas, X. Liu, and L. S. de Vries, "Effect of hypothermia on amplitude-integrated electroencephalogram in infants with asphyxia, " Pediatrics, vol. 126, pp. 131-139, 2010.
    • (2010) Pediatrics , vol.126 , pp. 131-139
    • Thoresen, M.1    Hellstrom-Westas, L.2    Liu, X.3    De Vries, L.S.4


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.