Volume conduction effects in brain network inference from electroencephalographic recordings using phase lag index

Journal of Neuroscience Methods

Volumn 207, Issue 2, 2012, Pages 189-199

  Peraza, Luis R ^a   Asghar, Aziz U R ^a,b   Green, Gary ^a   Halliday, David M ^a  

^a UNIVERSITY OF YORK   (United Kingdom)

^b UNIVERSITY OF HULL   (United Kingdom)

Author keywords

Brain networks; Coherence; Electroencephalography; Phase lag index; Volume conduction

Indexed keywords

ARTICLE; BRAIN NETWORK INFERENCE; BRAIN SIZE; CEREBROSPINAL FLUID; ELECTRODE; ELECTROENCEPHALOGRAPHY; HISTOGRAM; NAMED INVENTORIES, QUESTIONNAIRES AND RATING SCALES; NERVE CELL NETWORK; NERVE CONDUCTION; NEUROSCIENCE; PHASE LAG INDEX; PRIORITY JOURNAL; SCALP; SKULL; VOLUME CONDUCTOR;

BRAIN; ELECTROENCEPHALOGRAPHY; HUMANS; MODELS, ANATOMIC; NERVE NET; TIME FACTORS;

EID: 84860817562     PISSN: 01650270     EISSN: 1872678X     Source Type: Journal    
DOI: 10.1016/j.jneumeth.2012.04.007     Document Type: Article

References (33)

1. Bassett D.S., Bullmore E.D. Small-world brain networks. Neuroscientist 2006, 12(6):512-523.
2. De Vico Fallani F., Astolfi L., Cincotti F., Mattia D., La Rocca D., Maksuti E., et al. Evaluation of the brain network organization from EEG signals: a preliminary evidence in stroke patient. Anat Rec 2009, 292:2023-2031.
3. Granger C.W.J. Investigating causal relations by econometric models and cross-spectral methods. Econometrica 1969, 37(3):424-438.
4. Guevara R., Perez Velazquez J.L., Nenadovic V., Wennberg R., Senjanovic G., Dominguez L.G. Phase synchronization measurements using electroencephalographic recordings. What can we really say about neuronal synchrony?. Neuroinformatics 2005, 05:301-314.
5. Halliday D.M., Conway B.A., Farmer S.F., Rosenberg J.R. Using electroencephalography to study functional coupling between cortical and electromyograms during voluntary contractions in humans. Neurosci Lett 1998, 241:5-8.
6. Halliday D.M., Roserberg J.R., Amjad A.M., Breeze P., Conway B.A., Farmer S.F. A framework for the analysis of mixed time series/point process data-theory and applications to the study of physiological tremor, single motor unit discharges and electromyograms. Prog Biophys Mol Biol 1995, 64(2/3):273-278.
7. Hayes M.H. Statistical digital signal processing and modelling 1996, John Wiley & Sons, 194.
8. He Y., Chen Z.J., Evans A.C. Small-world anatomical networks in the human brain revealed by cortical thickness from MRI. Cereb Cortex 2007, 17(10):2407-2419.
9. Micheloyannis S., Vourkas M., Tsirka V., Karakonstantali E., Kanatsouli K., Stam C.J. The influence of ageing on complex brain networks: a graph theoretical analysis. Hum Brain Mapp 2009, 30(1):200-208.
10. Milo R., Shen-Orr S., Itzkovitz S., Kashtan N., Chklovskii D., Alon U. Network motifs: simple building blocks of complex networks. Science 2002, 298:824-827.
11. Mormann F., Lehnertz K., David P., Elger C.E. Mean phase coherence as a measure for phase synchronization and its application to the EEG of epilepsy patients. Physica D 2000, 144(3-4):358-369.
12. Newman M.E.J. Networks an introduction 2010, Oxf. Univ. Press, 185.
13. Nichols T.E., Holmes A.P. Nonparametric permutation tests for functional neuroimaging: a primer with examples. Hum Brain Mapp 2002, 15(1):1-25.
14. Nolte G., Bai O., Wheaton L., Mari Z., Vorbach S., Hallet M. Identifying true brain interaction from EEG data using the imaginary part of coherency. Clin Neurophysiol 2004, 115:2292-2307.
15. Nunez P.L., Silberstein R.B., Shi Z., Carpenter M.R., Srinivasan R., Tucker D.M., et al. EEG coherency II: experimental comparisons of multiple measures. Clin Neurophysiol 1999, 110:469-486.
16. Nunez P.L., Srinivasan R., Westdorp A.F., Wijesinghe R.S., Tucker D.M., Silberstein R.B., et al. EEG coherency I: statistics, reference electrode, volume conduction, Laplacians, cortical imaging, and interpretation at multiple scales. Electroencephalogr Clin Neurol 1997, 103:499-515.
17. Nunez P.L., Srinivasan R. Electric fields of the brain-the neurophysics of EEG (2nd ed.) 2006, Oxf. Univ. Press, 256.
18. Quiroga R.Q., Kraskov A., Kreuz T., Grassberger P. Performance of different synchronization measures in real data: a case study on electroencephalographic signals. Phys Rev E 2002, 65(4):041903.
19. Rosenberg J.R., Amjad A.M., Breeze P., Brillinger D.R., Halliday D.M. The Fourier approach to the identification of functional coupling between neuronal spike trains. Prog Biophys Mol Biol 1989, 53:1-31.
20. Rubinov M., Sporns O. Complex network measures of brain connectivity: uses and interpretations. Neuroimage 2009, 52(3):1059-1069.
21. Sameshima K., Baccalá L.A. Using partial directed coherence to describe neuronal ensemble interactions. J Neurosci Methods 1999, 94(1):93-103.
22. Scannell J.W., Blakemore C., Young M.P. Analysis of connectivity in the cat cerebral cortex. J Neurosci 1995, 15:1463-1483.
23. Schoffelen J.M., Gross J. Source connectivity analysis with MEG and EEG. Hum Brain Mapp 2009, 30:1857-1865.
24. Sporns O., Zwi J.D. The small world of the cerebral cortex. Neuroinformatics 2004, 2:145-162.
25. Sporns O., Honey C.J. Small worlds inside big brains. Proc Nat Acad Sci USA 2006, 103(51):19219-19220.
26. Stam C.J., Dijk B.W.V. Synchronization likelihood: an unbiased measure of generalized synchronization in multivariate data sets. Physica D 2002, 163:236-251.
27. Stam C.J., Nolte G., Daffertshofer A. Phase lag index: assessment of functional connectivity from multi channel EEG and MEG with diminished bias from common sources. Hum Brain Mapp 2007, 28(11):1178-1193.
28. Tass P., Rosenblum M.G., Weule J., Kurths J., Pikovsky A., Volkmann J., et al. Detection of n:m phase locking from noisy data: application to magnetoencephalography. Phys Rev Lett 1998, 81:3291-3294.
29. Vinck M., Oostenveld R., van Wingerden M., Battaglia F., Pennartz C.M.A. An improved index of phase-synchronization for electrophysiological data in the presence of volume-conduction, noise and sample-size bias. Neuroimage 2011, 55:1548-1565.
30. Watts D.J., Strogatz S.H. Collective dynamics of " small world" networks. Nature 1998, 393:440-442.
31. Wheaton L.A., Nolte G., Bohlhalter S., Fridman E., Hallet M. Synchronization of parietal and premotor areas during preparation and execution of praxis hand movements. Clin Neurophysiol 2005, 116:1382-1390.
32. Young M.P. Objective analysis of the topological organization of the primate cortical visual system. Nature 1992, 358:152-155.
33. Zhang Z., Zhang J. A big world inside small-world networks. Plos One 2009, 4(5).