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Volumn 58, Issue 1, 2011, Pages 148-156

Optimal detection of functional connectivity from high-dimensional EEG synchrony data

Author keywords

Electroencephalography; Multiple comparison; Optimal discovery procedure; Phase locking values; Positive false discovery rate; Synchrony; Visual search

Indexed keywords

ARTICLE; CONTROLLED STUDY; ELECTROENCEPHALOGRAPHY PHASE SYNCHRONIZATION; INTERMETHOD COMPARISON; MATHEMATICAL ANALYSIS; NERVE CELL NETWORK; OPTIMAL DISCOVERY PROCEDURE; PRIORITY JOURNAL; SENSITIVITY AND SPECIFICITY; SIMULATION; VALIDITY;

EID: 79960629533     PISSN: 10538119     EISSN: 10959572     Source Type: Journal    
DOI: 10.1016/j.neuroimage.2011.05.082     Document Type: Article
Times cited : (7)

References (49)
  • 1
    • 78650033592 scopus 로고    scopus 로고
    • A phase synchrony measure for quantifying dynamic functional integration in the brain
    • Aviyente S., Bernat E.M., Evans W.S., Sponheim S.R. A phase synchrony measure for quantifying dynamic functional integration in the brain. Human Brain Mapping 2011, 32(1):80-93.
    • (2011) Human Brain Mapping , vol.32 , Issue.1 , pp. 80-93
    • Aviyente, S.1    Bernat, E.M.2    Evans, W.S.3    Sponheim, S.R.4
  • 2
    • 0001677717 scopus 로고
    • Controlling the false discovery rate: a practical and powerful approach to multiple testing
    • Benjamini Y., Hochberg Y. Controlling the false discovery rate: a practical and powerful approach to multiple testing. Journal of the Royal Statistical Society Series B 1995, 57(1):289-300.
    • (1995) Journal of the Royal Statistical Society Series B , vol.57 , Issue.1 , pp. 289-300
    • Benjamini, Y.1    Hochberg, Y.2
  • 3
    • 33746197428 scopus 로고    scopus 로고
    • Adaptive linear step-up procedures that control the false discovery rate
    • (September)
    • Benjamini Y., Krieger A.M., Yekutieli D. Adaptive linear step-up procedures that control the false discovery rate. Biometrika 2006, 93(3):491-507. (September).
    • (2006) Biometrika , vol.93 , Issue.3 , pp. 491-507
    • Benjamini, Y.1    Krieger, A.M.2    Yekutieli, D.3
  • 4
    • 25844469428 scopus 로고    scopus 로고
    • Phase synchrony analysis of EEG during music perception reveals changes in functional connectivity due to musical expertise
    • Bhattacharya J., Petsche H. Phase synchrony analysis of EEG during music perception reveals changes in functional connectivity due to musical expertise. Signal Processing 2005, 85(11):2161-2177.
    • (2005) Signal Processing , vol.85 , Issue.11 , pp. 2161-2177
    • Bhattacharya, J.1    Petsche, H.2
  • 5
    • 34147113263 scopus 로고    scopus 로고
    • Top-down versus bottom-up control of attention in the pr tal and posterior parietal cortices
    • Buschman T.J., Miller E.K. Top-down versus bottom-up control of attention in the pr tal and posterior parietal cortices. Science 2007, 315(5820):1860-1862.
    • (2007) Science , vol.315 , Issue.5820 , pp. 1860-1862
    • Buschman, T.J.1    Miller, E.K.2
  • 6
    • 77957565867 scopus 로고    scopus 로고
    • Emergent complex neural dynamics
    • Chialvo D.R. Emergent complex neural dynamics. Nature Physics 2010, 6:744-750.
    • (2010) Nature Physics , vol.6 , pp. 744-750
    • Chialvo, D.R.1
  • 7
    • 55149102004 scopus 로고    scopus 로고
    • False discovery rate revisited: FDR and topological inference using gaussian random fields
    • Chumbley J.R., Friston K.J. False discovery rate revisited: FDR and topological inference using gaussian random fields. NeuroImage 2009, 44(1):62-70.
    • (2009) NeuroImage , vol.44 , Issue.1 , pp. 62-70
    • Chumbley, J.R.1    Friston, K.J.2
  • 9
    • 70349976267 scopus 로고    scopus 로고
    • A comparative study of synchrony measures for the early diagnosis of Alzheimer's disease based on EEG
    • Dauwels J., Vialatte F., Musha T., Cichocki A. A comparative study of synchrony measures for the early diagnosis of Alzheimer's disease based on EEG. NeuroImage 2010, 49(1):668-693.
    • (2010) NeuroImage , vol.49 , Issue.1 , pp. 668-693
    • Dauwels, J.1    Vialatte, F.2    Musha, T.3    Cichocki, A.4
  • 10
    • 1242338933 scopus 로고    scopus 로고
    • Evaluation of different measures of functional connectivity using a neural mass model
    • David O., Cosmelli D., Friston K.J. Evaluation of different measures of functional connectivity using a neural mass model. NeuroImage 2004, 21(2):659-673.
    • (2004) NeuroImage , vol.21 , Issue.2 , pp. 659-673
    • David, O.1    Cosmelli, D.2    Friston, K.J.3
  • 11
    • 78649656025 scopus 로고    scopus 로고
    • Instantaneous and causal connectivity in resting state brain networks derived from functional MRI data
    • Deshpande G., Santhanam P., Hu X. Instantaneous and causal connectivity in resting state brain networks derived from functional MRI data. NeuroImage 2011, 54(2):1043-1052.
    • (2011) NeuroImage , vol.54 , Issue.2 , pp. 1043-1052
    • Deshpande, G.1    Santhanam, P.2    Hu, X.3
  • 12
    • 38849206207 scopus 로고    scopus 로고
    • Large-scale gamma-band phase synchronization and selective attention
    • Doesburg S.M., Roggeveen A.B., Kitajo K., Ward L.M. Large-scale gamma-band phase synchronization and selective attention. Cerebral Cortex 2008, 18(2):386-396.
    • (2008) Cerebral Cortex , vol.18 , Issue.2 , pp. 386-396
    • Doesburg, S.M.1    Roggeveen, A.B.2    Kitajo, K.3    Ward, L.M.4
  • 13
    • 0035992248 scopus 로고    scopus 로고
    • Empirical bayes methods and false discovery rates for microarrays
    • Efron B., Tibshirani R. Empirical bayes methods and false discovery rates for microarrays. Genetic Epidemiology 2002, 23(1):70-76.
    • (2002) Genetic Epidemiology , vol.23 , Issue.1 , pp. 70-76
    • Efron, B.1    Tibshirani, R.2
  • 14
    • 0141535103 scopus 로고    scopus 로고
    • Structural (operational) synchrony of EEG alpha activity during an auditory memory task
    • Fingelkurts A., Fingelkurts A., Krause C., Kaplan A., Borisov S., Sams M. Structural (operational) synchrony of EEG alpha activity during an auditory memory task. NeuroImage 2003, 20(1):529-542.
    • (2003) NeuroImage , vol.20 , Issue.1 , pp. 529-542
    • Fingelkurts, A.1    Fingelkurts, A.2    Krause, C.3    Kaplan, A.4    Borisov, S.5    Sams, M.6
  • 15
    • 0036334830 scopus 로고    scopus 로고
    • Thresholding of statistical maps in functional neuroimaging using the false discovery rate
    • Genovese C.R., Lazar N.A., Nichols T. Thresholding of statistical maps in functional neuroimaging using the false discovery rate. NeuroImage 2002, 15(4):870-878.
    • (2002) NeuroImage , vol.15 , Issue.4 , pp. 870-878
    • Genovese, C.R.1    Lazar, N.A.2    Nichols, T.3
  • 16
    • 0347626247 scopus 로고    scopus 로고
    • Validating cluster size inference: random field and permutation methods
    • Hayasaka S., Nichols T. Validating cluster size inference: random field and permutation methods. NeuroImage 2003, 20:2343-2356.
    • (2003) NeuroImage , vol.20 , pp. 2343-2356
    • Hayasaka, S.1    Nichols, T.2
  • 17
    • 13444269137 scopus 로고    scopus 로고
    • New concepts of multiple tests and their use for evaluating high-dimensional EEG data
    • Hemmelmann C., Horn M., Ssse T., Vollandt R., Weiss S. New concepts of multiple tests and their use for evaluating high-dimensional EEG data. Journal of Neuroscience Methods 2005, 142(2):209-217.
    • (2005) Journal of Neuroscience Methods , vol.142 , Issue.2 , pp. 209-217
    • Hemmelmann, C.1    Horn, M.2    Ssse, T.3    Vollandt, R.4    Weiss, S.5
  • 18
    • 79960628282 scopus 로고
    • Statistical issues in functional brain mapping. Ph.D. thesis, University of Glasgow.
    • Holmes, A., 1994. Statistical issues in functional brain mapping. Ph.D. thesis, University of Glasgow.
    • (1994)
    • Holmes, A.1
  • 19
    • 2942558563 scopus 로고    scopus 로고
    • Statistical parametric mapping for event-related potentials i: generic considerations
    • Kiebel S., Friston K. Statistical parametric mapping for event-related potentials i: generic considerations. NeuroImage 2004, 22(2):492-502.
    • (2004) NeuroImage , vol.22 , Issue.2 , pp. 492-502
    • Kiebel, S.1    Friston, K.2
  • 21
    • 12344338555 scopus 로고    scopus 로고
    • Applications of random field theory to electrophysiology
    • Kilner J., Kiebel S., Friston K. Applications of random field theory to electrophysiology. Neuroscience Letters 2005, 374:174-178.
    • (2005) Neuroscience Letters , vol.374 , pp. 174-178
    • Kilner, J.1    Kiebel, S.2    Friston, K.3
  • 22
    • 79051471492 scopus 로고    scopus 로고
    • Effects of Parkinson's disease on brain-wave phase synchronisation and cross-modulation
    • Kitajo K., Doesburg M., Yamanaka K., Nozaki, Ward L.M., Yamamoto Y. Effects of Parkinson's disease on brain-wave phase synchronisation and cross-modulation. EPL (Europhysics Letters) 2010, 89(4):48001.
    • (2010) EPL (Europhysics Letters) , vol.89 , Issue.4 , pp. 48001
    • Kitajo, K.1    Doesburg, M.2    Yamanaka, K.3    Nozaki, W.L.M.4    Yamamoto, Y.5
  • 23
    • 78951481799 scopus 로고    scopus 로고
    • A comparison of methods for assessing alpha phase resetting in electrophysiology, with application to intracerebral EEG in visual areas
    • Krieg J., Fonseca A.T.-D., Martínez-Montes E., Marquis P., Liégeois-Chauvel C., Bénar C.-G. A comparison of methods for assessing alpha phase resetting in electrophysiology, with application to intracerebral EEG in visual areas. NeuroImage 2011, 55(1):67-86.
    • (2011) NeuroImage , vol.55 , Issue.1 , pp. 67-86
    • Krieg, J.1    Fonseca, A.T.-D.2    Martínez-Montes, E.3    Marquis, P.4    Liégeois-Chauvel, C.5    Bénar, C.-G.6
  • 26
    • 12844278151 scopus 로고    scopus 로고
    • Auditory event-related responses are generated independently of ongoing brain activity
    • Makinen V., Tiitinen H., May P. Auditory event-related responses are generated independently of ongoing brain activity. NeuroImage 2005, 24(4):961-968.
    • (2005) NeuroImage , vol.24 , Issue.4 , pp. 961-968
    • Makinen, V.1    Tiitinen, H.2    May, P.3
  • 28
    • 68249088749 scopus 로고    scopus 로고
    • Optimal sufficient statistics for parametric and non-parametric multiple simultaneous hypothesis testing
    • Oba S., Ishii S. Optimal sufficient statistics for parametric and non-parametric multiple simultaneous hypothesis testing. International Journal of Biostatistics 2009, 5(1).
    • (2009) International Journal of Biostatistics , vol.5 , Issue.1
    • Oba, S.1    Ishii, S.2
  • 29
    • 67651033271 scopus 로고    scopus 로고
    • Greater frontal-parietal synchrony at low gamma-band frequencies for inefficient than efficient visual search in human EEG
    • Phillips S., Takeda Y. Greater frontal-parietal synchrony at low gamma-band frequencies for inefficient than efficient visual search in human EEG. International Journal of Psychophysiology 2009, 73(3):350-354.
    • (2009) International Journal of Psychophysiology , vol.73 , Issue.3 , pp. 350-354
    • Phillips, S.1    Takeda, Y.2
  • 30
    • 0031079260 scopus 로고    scopus 로고
    • Combining spatial extent and peak intensity to test for activations in functional imaging
    • Poline J., Worsley K., Evans A., Friston K. Combining spatial extent and peak intensity to test for activations in functional imaging. NeuroImage 1997, 5(2):83-96.
    • (1997) NeuroImage , vol.5 , Issue.2 , pp. 83-96
    • Poline, J.1    Worsley, K.2    Evans, A.3    Friston, K.4
  • 31
    • 77954386365 scopus 로고    scopus 로고
    • The relationship between structural and functional connectivity: graph theoretical analysis of an EEG neural mass model
    • Ponten S., Daffertshofer A., Hillebrand A., Stam C. The relationship between structural and functional connectivity: graph theoretical analysis of an EEG neural mass model. NeuroImage 2010, 52(3):985-994.
    • (2010) NeuroImage , vol.52 , Issue.3 , pp. 985-994
    • Ponten, S.1    Daffertshofer, A.2    Hillebrand, A.3    Stam, C.4
  • 32
    • 85035246836 scopus 로고    scopus 로고
    • Performance of different synchronization measures in real data: a case study on electroencephalographic signals
    • Quian Quiroga R., Kraskov A., Kreuz T., Grassberger P. Performance of different synchronization measures in real data: a case study on electroencephalographic signals. Physical Review E 2002, 65(4):041903.
    • (2002) Physical Review E , vol.65 , Issue.4 , pp. 041903
    • Quian Quiroga, R.1    Kraskov, A.2    Kreuz, T.3    Grassberger, P.4
  • 33
    • 0033827911 scopus 로고    scopus 로고
    • Functional organization of different brain areas during convergent and divergent thinking: an EEG investigation
    • Razoumnikova O.M. Functional organization of different brain areas during convergent and divergent thinking: an EEG investigation. Cognitive Brain Research 2000, 10(1-2):11-18.
    • (2000) Cognitive Brain Research , vol.10 , Issue.1-2 , pp. 11-18
    • Razoumnikova, O.M.1
  • 37
    • 33749318251 scopus 로고    scopus 로고
    • Exploring the false discovery rate in multichannel NIRS
    • Singh A.K., Dan I. Exploring the false discovery rate in multichannel NIRS. NeuroImage 2006, 33(2):542-549.
    • (2006) NeuroImage , vol.33 , Issue.2 , pp. 542-549
    • Singh, A.K.1    Dan, I.2
  • 38
    • 75249084288 scopus 로고    scopus 로고
    • Hierarchical control of false discovery rate for phase locking measures of EEG synchrony
    • Singh A.K., Phillips S. Hierarchical control of false discovery rate for phase locking measures of EEG synchrony. NeuroImage 2010, 50(1):40-47.
    • (2010) NeuroImage , vol.50 , Issue.1 , pp. 40-47
    • Singh, A.K.1    Phillips, S.2
  • 40
    • 0345822598 scopus 로고    scopus 로고
    • The positive false discovery rate: a bayesian interpretation and the q-value
    • Storey J.D. The positive false discovery rate: a bayesian interpretation and the q-value. The Annals of Statistics 2003, 31(6):2013-2035.
    • (2003) The Annals of Statistics , vol.31 , Issue.6 , pp. 2013-2035
    • Storey, J.D.1
  • 41
    • 33746869921 scopus 로고    scopus 로고
    • The optimal discovery procedure: a new approach to simultaneous significance testing
    • (Available at)
    • Storey J.D. The optimal discovery procedure: a new approach to simultaneous significance testing. UW Biostatistics Working Paper Series, Working Paper 259 2005, (Available at). http://www.bepress.com/uwbiostat/paper259/.
    • (2005) UW Biostatistics Working Paper Series, Working Paper 259
    • Storey, J.D.1
  • 43
    • 34147123145 scopus 로고    scopus 로고
    • The optimal discovery procedure for large-scale significance testing, with applications to comparative microarray experiments
    • Storey J.D., Dai J.Y., Leek J.T. The optimal discovery procedure for large-scale significance testing, with applications to comparative microarray experiments. Biostatistics 2007, 8(2):414-432.
    • (2007) Biostatistics , vol.8 , Issue.2 , pp. 414-432
    • Storey, J.D.1    Dai, J.Y.2    Leek, J.T.3
  • 44
    • 34548797247 scopus 로고    scopus 로고
    • A novel approach to the detection of synchronisation in EEG based on empirical mode decomposition
    • Sweeney-Reed C., Nasuto S. A novel approach to the detection of synchronisation in EEG based on empirical mode decomposition. Journal of Computational Neuroscience 2007, 23:79-111.
    • (2007) Journal of Computational Neuroscience , vol.23 , pp. 79-111
    • Sweeney-Reed, C.1    Nasuto, S.2
  • 45
    • 55549112544 scopus 로고    scopus 로고
    • Intelligence and EEG phase reset: a two compartmental model of phase shift and lock
    • Thatcher R., North D., Biver C. Intelligence and EEG phase reset: a two compartmental model of phase shift and lock. NeuroImage 2008, 42(4):1639-1653.
    • (2008) NeuroImage , vol.42 , Issue.4 , pp. 1639-1653
    • Thatcher, R.1    North, D.2    Biver, C.3
  • 46
    • 0032915076 scopus 로고    scopus 로고
    • Synchronization between temporal and parietal cortex during multimodal object processing in man
    • von Stein A., Rappelsberger P., Sarnthein J., Petsche H. Synchronization between temporal and parietal cortex during multimodal object processing in man. Cerebral Cortex 1999, 9(2):137-150.
    • (1999) Cerebral Cortex , vol.9 , Issue.2 , pp. 137-150
    • von Stein, A.1    Rappelsberger, P.2    Sarnthein, J.3    Petsche, H.4
  • 47
    • 0034009590 scopus 로고    scopus 로고
    • Long-range EEG synchronization during word encoding correlates with successful memory performance
    • Weiss S., Rappelsberger P. Long-range EEG synchronization during word encoding correlates with successful memory performance. Cognitive Brain Research 2000, 9(3):299-312.
    • (2000) Cognitive Brain Research , vol.9 , Issue.3 , pp. 299-312
    • Weiss, S.1    Rappelsberger, P.2
  • 49
    • 42349100063 scopus 로고    scopus 로고
    • Hierarchical false discovery rate controlling methodology
    • Yekutieli D. Hierarchical false discovery rate controlling methodology. Journal of the American Statistical Association 2008, 103(481):309-316.
    • (2008) Journal of the American Statistical Association , vol.103 , Issue.481 , pp. 309-316
    • Yekutieli, D.1


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