Functional Connectivity Analysis in Magnetoencephalography

International Review of Neurobiology

Volumn 68, Issue , 2005, Pages 173-195

  Schnitzler, Alfons ^a   Gross, Joachim ^a  

^a HEINRICH HEINE UNIVERSITY   (Germany)

Author keywords

[No Author keywords available]

Indexed keywords

BRAIN; BRAIN MAPPING; CORTICAL SYNCHRONIZATION; ELECTROMYOGRAPHY; EVOKED RESPONSE; HISTOLOGY; HUMAN; INNERVATION; MAGNETOENCEPHALOGRAPHY; METHODOLOGY; MOVEMENT (PHYSIOLOGY); NERVE CELL NETWORK; NERVE TRACT; PHYSIOLOGY; REVIEW; SKELETAL MUSCLE;

BRAIN; BRAIN MAPPING; CORTICAL SYNCHRONIZATION; ELECTROMYOGRAPHY; EVOKED POTENTIALS; HUMANS; MAGNETOENCEPHALOGRAPHY; MOVEMENT; MUSCLE, SKELETAL; NERVE NET; NEURAL PATHWAYS;

EID: 33644866118     PISSN: 00747742     EISSN: None     Source Type: Book Series    
DOI: 10.1016/S0074-7742(05)68007-5     Document Type: Review

References (92)

1. Andrew C., and Pfurtscheller G. Event-related coherence as a tool for studying dynamic interaction of brain regions. Electroencephalogr. Clin. Neurophysiol. 98 2 (1996) 144-148
2. Baccala L.A., and Sameshima K. Partial directed coherence: A new concept in neural structure determination. Biol. Cybern. 84 6 (2001) 463-474
3. Baker M.R., and Baker S.N. The effect of diazepam on motor cortical oscillations and corticomuscular coherence studied in man. J. Physiol. 546 Pt 3 (2003) 931-942
4. Baker S.N., Olivier E., et al. Coherent oscillations in monkey motor cortex and hand muscle EMG show task-dependent modulation. J. Physiol. (Lond) 501 Pt 1 (1997) 225-241
5. Barnes G.R., Hillebrand A., et al. Realistic spatial sampling for MEG beamformer images. Hum. Brain. Mapp. 23 2 (2004) 120-127
6. Beal M.J. Variational alogrithms for approximate bayesian inference (2003), University College, London Thesis.
7. Bezruchko B., Ponomarenko V., et al. Characterizing direction of coupling from experimental observations. Chaos 13 1 (2003) 179-184
8. Brovelli A., Ding M., et al. Beta oscillations in a large-scale sensorimotor cortical network: Directional influences revealed by Granger causality. Proc. Natl. Acad. Sci. USA 101 26 (2004) 9849-9854
9. Brown P. Cortical drives to human muscle: The Piper and related rhythms. Prog. Neurobiol. 60 1 (2000) 97-108
10. Brown P., and Marsden C.D. What do the basal ganglia do?. Lancet 351 9118 (1998) 1801-1804
11. Buchel C., and Friston K.J. Modulation of connectivity in visual pathways by attention: Cortical interactions evaluated with structural equation modeling and fMRI. Cereb. Cortex. 7 8 (1997) 768-778
12. Cassidy M.J., and Penny W.D. Bayesian nonstationary autoregressive models for biomedical signal analysis. IEEE Trans Biomed. Eng. 49 10 (2002) 1142-1152
13. Conway B.A., Halliday D.M., et al. Synchronization between motor cortex and spinal motoneuronal pool during the performance of a maintained motor task in man. J. Physiol. (Lond) 489 Pt 3 (1995) 917-924
14. Dahlhaus R. Graphical interaction models for multivariate time series. Metrika 51 (2000) 157-172
15. Dahlhaus R., Eichler M., et al. Identification of synaptic connections in neural ensembles by graphical models. J. Neurosci. Methods 77 1 (1997) 93-107
16. Dale A., Halgren E., et al. Spatiotemporal cortical activation patterns during semantic processing of novel and repeated words as revealed by combined fMRI and MEG. Neuron 26 (2000) 55-67
17. David O., Garnero L., et al. Estimation of neural dynamics from MEG/EEG cortical current density maps: Application to the reconstruction of large-scale cortical synchrony. IEEE Trans. Biomed. Eng. 49 9 (2002) 975-987
18. Ding M., Bressler S.L., et al. Short-window spectral analysis of cortical event-related potentials by adaptive multivariate autoregressive modeling: Data preprocessing, model validation, and variability assessment. Biol. Cybern. 83 1 (2000) 35-45
19. Eckhorn R., Bauer R., et al. Coherent oscillations: A mechanism for feature linking in the visual cortex? Multiple electrode and correlation analysis in the cat. Biol. Cybern. 60 (1988) 121-130
20. Efron B. Bootstrap methods: Another look at the jackknife. Ann. Statist. 7 (1979) 1-26
21. Eichler M., Dahlhaus R., et al. Partial correlation analysis for the identification of synaptic connections. Biol. Cybern. 89 4 (2003) 289-302
22. Engel A.K., Fries P., et al. Dynamic predictions: Oscillations and synchrony in top-down processing. Nat. Rev. Neurosci. 2 10 (2001) 704-716
23. Engel A.K., Konig P., et al. Stimulus-dependent neuronal oscillations in cat visual cortex: Inter- columnar interaction as determined by cross-correlation analysis. Eur. J. Neurosci. 2 7 (1990) 588-606
24. Engel A.K., Kreiter A.K., et al. Synchronization of oscillatory neuronal responses between striate and extrastriate visual cortical areas of the cat. Proc. Natl. Acad. Sci. USA 88 14 (1991) 6048-6052
25. Farmer S.F., Bremner F.D., et al. The frequency content of common synaptic inputs to motoneurones studied during voluntary isometric contraction in man. J. Physiol. (Lond) 470 (1993) 127-155
26. Felleman D.J., and Van Essen D.C. Distributed hierarchical processing in the primate cerebral cortex. Cereb. Cortex 1 1 (1991) 1-47
27. Friston K.J., and Buchel C. Attentional modulation of effective connectivity from V2 to V5/MT in humans. Proc. Natl. Acad. Sci. USA 97 13 (2000) 7591-7596
28. Friston K.J., Harrison L., et al. Dynamic causal modeling. Neuroimage 19 4 (2003) 1273-1302
29. Friston K.J., Jezzard P., et al. Analysis of functional MRI time series. Hum. Brain. Mapp. 1 (1994) 153-171
30. Gray C.M., Engel A.K., et al. Stimulus-dependent neuronal oscillations in cat visual cortex: Receptive field properties and feature dependence. Eur. J. Neurosci. 2 7 (1990) 607-619
31. Gray C.M., Engel A.K., et al. Synchronization of oscillatory neuronal responses in cat striate cortex: Temporal properties. Vis. Neurosci. 8 4 (1992) 337-347
32. Gray C.M., König P., et al. Oscillatory responses in cat visual cortex exhibit inter-columnar synchronization which reflects global stimulus properties. Nature 338 6213 (1989) 334-337
33. Gross J., Kujala J., et al. Dynamic imaging of coherent sources: Studying neural interactions in the human brain. Proc. Natl. Acad. Sci. USA 98 2 (2001) 694-699
34. Gross J., Schmitz F., et al. Modulation of long-range neural synchrony reflects temporal limitations of visual attention in humans. Proc. Natl. Acad. Sci. USA 101 35 (2004) 13050-13055
35. Gross J., Tass P., et al. Cortico-muscular synchronization during isometric muscle contraction in humans as revealed by magnetoencephalography. J. Physiol. (Lond) 527 3 (2000) 623-631
36. Gross J., Timmermann L., et al. The neural basis of intermittent motor control in humans. Proc. Natl. Acad. Sci. USA 99 4 (2002) 2299-2302
37. Gross J., Timmermann L., et al. Properties of MEG tomographic maps obtained with spatial filtering. Neuroimage 19 4 (2003) 1329-1336
38. Halliday D.M., Conway B.A., et al. Using electroencephalography to study functional coupling between cortical activity and electromyograms during voluntary contractions in humans. Neurosci. Lett. 241 1 (1998) 5-8
39. Halliday D.M., Rosenberg J.R., et al. A framework for the analysis of mixed time series/point process data-theory and application to the study of physiological tremor, single motor unit discharges and electromyograms. Prog. Biophys. Mol. Biol. 64 2-3 (1995) 237-278
40. Hari R. Renaissance of human brain rhythms: From description to functional significance. Electroencephalogr. Clin. Neurophysiol. Suppl. 49 (1999) 325-328
41. Harrison L., Penny W.D., et al. Multivariate autoregressive modeling of fMRI time series. Neuroimage 19 4 (2003) 1477-1491
42. Hoechstetter K., Bornfleth H., et al. BESA source coherence: A new method to study cortical oscillatory coupling. Brain Topogr. 16 4 (2004) 233-238
43. Hubel D.H., and Wiesel T.N. Receptive fields, binocular interaction and functional architecture in the cat's visual cortex. J. Physiol. 160 (1962) 106-154
44. Ioannides A.A., Bolton J.P.R., et al. Continuous probabilistic solutions to the biomagnetic inverse problem. Inverse. Problems 6 (1990) 523-542
45. Jensen O., and Vanni S. A new method to identify multiple sources of oscillatory activity from magnetoencephalographic data. Neuroimage 15 3 (2002) 568-574
46. Kakuda N., Nagaoka M., et al. Common modulation of motor unit pairs during slow wrist movements in man. J. Physiol. 520 (1999) 929-940
47. Lachaux J.P., Rodriguez E., et al. Measuring phase synchrony in brain signals. Hum. Brain Mapp. 8 4 (1999) 194-208
48. Le Van Quyen M., Foucher J., et al. Comparison of Hilbert transform and wavelet methods for the analysis of neuronal synchrony. J. Neurosci. Methods. 111 2 (2001) 83-98
49. Logothetis N.K. MR imaging in the non-human primate: Studies of function and of dynamic connectivity. Curr. Opin. Neurobiol. 13 5 (2003) 630-642
50. Mechelli A., Price C.J., et al. A dynamic causal modeling study on category effects: Bottom-up or top-down mediation?. J. Cogn. Neurosci. 15 7 (2003) 925-934
51. Mima T., Steger J., et al. Electroencephalographic measurement of motor cortex control of muscle activity in humans. Clin. Neurophysiol. 111 2 (2000) 326-337
52. Mitra P.P., and Pesaran B. Analysis of dynamic brain imaging data. Biophys. J. 76 2 (1999) 691-708
53. Moller E., Schack B., et al. Instantaneous multivariate EEG coherence analysis by means of adaptive high-dimensional autoregressive models. J. Neurosci. Methods 105 2 (2001) 143-158
54. Murthy V.N., and Fetz E.E. Coherent 25- to 35-Hz oscillations in the sensorimotor cortex of awake behaving monkeys. Proc. Natl. Acad. Sci. USA 89 12 (1992) 5670-5674
55. Nichols T.E., and Holmes A.P. Nonparametric permutation tests for functional neuroimaging: A primer with examples. Hum. Brain. Mapp. 15 1 (2002) 1-25
56. Pfurtscheller G., and Andrew C. Event-Related changes of band power and coherence: Methodology and interpretation. J. Clin. Neurophysiol. 16 6 (1999) 512-519
57. Piper H. Über den willkürlichen Muskeltetanus. Pflügers Gesamte Physiologie Menschen Tiere 119 (1907) 301-338
58. Pohja M., and Salenius S. Modulation of cortex-muscle oscillatory interaction by ischaemia-induced deafferentation. Neuroreport 14 3 (2003) 321-324
59. Pollok B., Gross J., et al. The cerebral oscillatory network of voluntary tremor. J. Physiol. 554 (2004) 871-878
60. Riddle C.N., Baker M.R., et al. The effect of carbamazepine on human corticomuscular coherence. Neuroimage 22 1 (2004) 333-340
61. Robinson S.E., and Vrba J. Functional neuroimaging by synthetic aperture magnetometry (SAM). In: Yoshimoto T., Kotani M., Kuriki S., Karibe H., and Nakasato B. (Eds). "Recent Advances in Biomagnetism" (1997), Tohoku University Press, Sendai 302-305
62. Rodriguez E., George N., et al. Perception's shadow: Long-distance synchronization of human brain activity. Nature 397 6718 (1999) 430-433
63. Rosenblum M.G., Cimponeriu L., et al. Identification of coupling direction: Application to cardiorespiratory interaction. Phys. Rev. E Stat. Nonlin. Soft. Matter. Phys. 65 4 Pt 1 (2002) 041909
64. Rosenblum M.G., and Kurths J. Analysing Synchronization Phenomena from Bivariate Data by Means of the Hilbert Transform. In: Kantz H., Kurths J., and Mayer-Kress G. (Eds). "Nonlinear Analysis of Physiological Data" (1998) 91-99 Berlin.
65. Rosenblum M.G., and Pikovsky A.S. Detecting direction of coupling in interacting oscillators. Phys. Rev. E Stat. Phys. Plasmas. Fluids. Relat. Interdiscip. Topics 64 4-2 (2001) 1-4
66. Rosenblum M.G., Pikovsky A.S., et al. Phase synchronization of chaotic oscillators. Physical Review Letters 76 11 (1996) 1804-1807
67. Salenius S., Avikainen S., et al. Defective cortical drive to muscle in Parkinson's disease and its improvement with levodopa. Brain 125 Pt 3 (2002) 491-500
68. Salenius S., Portin K., et al. Cortical control of human motoneuron firing during isometric contraction. J. Neurophysiol. 77 6 (1997) 3401-3405
69. Salenius S., Salmelin R., et al. Human cortical 40 Hz rhythm is closely related to EMG rhythmicity. Neurosci. Lett. 213 2 (1996) 75-78
70. Sameshima K., and Baccala L.A. Using partial directed coherence to describe neuronal ensemble interactions. J. Neurosci. Methods 94 1 (1999) 93-103
71. Sanes J.N., and Donoghue J.P. Oscillations in local field potentials of the primate motor cortex during voluntary movement. Proc. Natl. Acad. Sci. USA 90 10 (1993) 4470-4474
72. Sekihara K., Nagarajan S.S., et al. Performance of an MEG adaptive-beamformer technique in the presence of correlated neural activities: Effects on signal intensity and time-course estimates. IEEE Trans. Biomed. Eng. 49 12 Pt 2 (2002) 1534-1546
73. Sekihara K., Nagarajan S.S., et al. Application of an MEG eigenspace beamformer to reconstructing spatio-temporal activities of neural sources. Hum. Brain. Mapp. 15 4 (2002) 199-215
74. Singer W. Synchronization of cortical activity and its putative role in information processing and learning. Annu. Rev. Physiol. 55 (1993) 349-374
75. Singer W. Neuronal synchrony: A versatile code for the definition of relations?. Neuron 24 1 (1999) 49-65 111-125.
76. Singh K.D., Barnes G.R., et al. Group imaging of task-related changes in cortical synchronisation using nonparametric permutation testing. Neuroimage 19 4 (2003) 1589-1601
77. Singh K.D., Barnes G.R., et al. Task-related changes in cortical synchronization are spatially coincident with the hemodynamic response. Neuroimage 16 1 (2002) 103-114
78. Sudmeyer M., Pollok B., et al. Postural tremor in Wilson's disease: A magnetoencephalographic study. Mov. Disord. 19 12 (2004) 1476-1482
79. Tass P., Rosenblum M.G., et al. Detection of n:m phase locking from noisy data: Application to magnetoencephalography. Phys. Rev. Lett. 81 15 (1998) 3291-3294
80. Tass P.A., Fieseler T., et al. Synchronization tomography: A method for three-dimensional localization of phase synchronized neuronal populations in the human brain using magnetoencephalography. Phys. Rev. Lett. 90 8 (2003) 088101-1-088101-4.
81. Thomson D.J. Spectrum estimation and harmonic analysis. Proc. IEEE 70 9 (1982) 1055-1096
82. Timmermann L., Gross J., et al. The cerebral oscillatory network of parkinsonian resting tremor. Brain 126 Pt 1 (2003) 199-212
83. Timmermann L., Gross J., et al. Cortical origin of mini-asterixis in hepatic encephalopathy. Neurology 58 2 (2002) 295-298
84. Vallbo A.B., and Wessberg J. Organization of motor output in slow finger movements in man. J. Physiol. (Lond) 469 (1993) 673-691
85. Varela F., Lachaux J.P., et al. The brainweb: Phase synchronization and large-scale integration. Nat. Rev. Neurosci. 2 4 (2001) 229-239
86. Veen B.V., Drongelen W.V., et al. Localization of brain electrical activity via linearly constrained minimum variance spatial filtering. IEEE Trans. Biomed. Eng. 44 9 (1997) 867-880
87. Volkmann J., Joliot M., et al. Central motor loop oscillations in parkinsonian resting tremor revealed by magnetoencephalography. Neurology 46 5 (1996) 1359-1370
88. von der Malsburg C., and Schneider W. A neural cocktail-party processor. Biol. Cybern. 54 1 (1986) 29-40
89. Welch P.D. The use of fast Fourier transform for the estimation of power spectra: A method based on time averaging over short, modified periodograms. IEEE Trans. Audio Electroacout. AU-15 (1967) 70-73
90. Wessberg J., and Kakuda N. Single motor unit activity in relation to pulsatile motor output in human finger movements. J. Physiol. (Lond) 517 Pt 1 (1999) 273-285
91. Wessberg J., and Vallbo A.B. Coding of pulsatile motor output by human muscle afferents during slow finger movements. J. Physiol. (Lond) 485 Pt 1 (1995) 271-282
92. Wessberg J., and Vallbo A.B. Pulsatile motor output in human finger movements is not dependent on the stretch reflex. J. Physiol. (Lond) 493 Pt 3 (1996) 895-908