The relationship between MEG and fMRI

NeuroImage

Volumn 102, Issue P1, 2014, Pages 80-91

  Hall, Emma L ^a   Robson, Siân E ^a   Morris, Peter G ^a   Brookes, Matthew J ^a  

^a UNIVERSITY OF NOTTINGHAM   (United Kingdom)

Author keywords

BOLD; FMRI; MEG; Neural oscillations; Resting state

Indexed keywords

4 AMINOBUTYRIC ACID; NEUROTRANSMITTER;

BETA RHYTHM; BOLD SIGNAL; BRAIN FUNCTION; ELECTROENCEPHALOGRAPHY; FUNCTIONAL MAGNETIC RESONANCE IMAGING; HUMAN; IMAGE ANALYSIS; IMAGE QUALITY; MAGNETIC FIELD; MAGNETOENCEPHALOGRAPHY; NERVE CELL NETWORK; NEUROCHEMISTRY; NEUROIMAGING; NEUROTRANSMISSION; NON INVASIVE MEASUREMENT; NONHUMAN; NUCLEAR MAGNETIC RESONANCE SPECTROSCOPY; OPTICAL RESOLUTION; REVIEW; SIGNAL DETECTION; SIGNAL NOISE RATIO; BRAIN; NUCLEAR MAGNETIC RESONANCE IMAGING; PHYSIOLOGY;

BRAIN; HUMANS; MAGNETIC RESONANCE IMAGING; MAGNETOENCEPHALOGRAPHY; NERVE NET; NEUROIMAGING;

EID: 84908374615     PISSN: 10538119     EISSN: 10959572     Source Type: Journal    
DOI: 10.1016/j.neuroimage.2013.11.005     Document Type: Review

References (113)

1. Adjamian P., Barnes G.R., Hillebrand A., Holliday I.E., Singh K.D., Furlong P.L., Harrington E., Barclay C.W., Route P.J.G. Co-registration of magnetoencephalography with magnetic resonance imaging using bite-bar-based fiducials and surface-matching. Clin. Neurophysiol. 2004, 115:691-698.
2. Ahlfors S.P., Simpson G.V. Geometrical interpretation of fMRI-guided MEG/EEG inverse estimates. NeuroImage 2004, 22:323-332.
3. Ahonen A.I., Hamalainen M.S., Kajola M.J., Knuutila J.E.T., Laine P.P., Lounasmaa O.V., Parkkonen L.T., Simola J.T., Tesche C.D. 122-channel squid instrument for investigating the magnetic signals from the human brain. Phys. Scr. 1993, 198-205. 10.1088/0031-8949/1993/T49A/033.
4. Attwell D., Laughlin S.B. An energy budget for signaling in the grey matter of the brain. J. Cereb. Blood Flow Metab. 2001, 21:1133-1145.
5. Babiloni F., Mattia D., Babiloni C., Astolfi L., Salinari S., Basilisco A., Rossini P.M., Marciani M.G., Cincotti F. Multimodal integration of EEG, MEG and fMRI data for the solution of the neuroimage puzzle. Magn. Reson. Imaging 2004, 22:1471-1476.
6. Bandettini P.A., Wong E.C. A hypercapnia-based normalization method for improved spatial localization of human brain activation with fMRI. NMR Biomed. 1997, 10:197-203.
7. Beckmann C.F., DeLuca M., Devlin J.T., Smith S.M. Investigations into resting-state connectivity using independent component analysis. Phil. Trans. R. Soc. B 2005, 360:1001-1013.
8. Belliveau J.W., Kennedy D.N., McKinstry R.C., Buchbinder B.R., Weisskoff R.M., Cohen M.S., Vevea J.M., Brady T.J., Rosen B.R. Functional mapping of the human visual-cortex by magnetic-resonance-imaging. Science 1991, 254:716-719.
9. Birn R.M., Diamond J.B., Smith M.A., Bandettini P.A. Separating respiratory-variation-related fluctuations from neuronal-activity-related fluctuations in fMRI. NeuroImage 2006, 31:1536-1548.
10. Biswal B., Zerrin Yetkin F., Haughton V.M., Hyde J.S. Functional connectivity in the motor cortex of resting human brain using echo-planar mri. Magn. Reson. Med. 1995, 34:537-541.
11. Brookes M.J., Gibson A.M., Hall S.D., Furlong P.L., Barnes G.R., Hillebrand A., Singh K.D., Holliday I.E., Francis S.T., Morris P.G. GLM-beamformer method demonstrates stationary field, alpha ERD and gamma ERS co-localisation with fMRI BOLD response in visual cortex. NeuroImage 2005, 26:302-308.
12. Brookes M.J., Hale J.R., Zumer J.M., Stevenson C.M., Francis S.T., Barnes G.R., Owen J.P., Morris P.G., Nagarajan S.S. Measuring functional connectivity using MEG: methodology and comparison with fcMRI. NeuroImage 2011, 56:1082-1104.
13. Brookes M.J., Woolrich M., Luckhoo H., Price D., Hale J.R., Stephenson M.C., Barnes G.R., Smith S.M., Morris P.G. Investigating the electrophysiological basis of resting state networks using magnetoencephalography. Proc. Natl. Acad. Sci. 2011, 108:16783-16788.
14. Brookes M.J., Liddle E.B., Hale J.R., Woolrich M.W., Luckhoo H., Liddle P.F., Morris P.G. Task induced modulation of neural oscillations in electrophysiological brain networks. NeuroImage 2012, 63:1918-1930.
15. Buzsáki G., Draguhn A. Neuronal oscillations in cortical networks. Science 2004, 304:1926-1929.
16. Chen Z., Silva A.C., Yang J., Shen J. Elevated endogenous GABA level correlates with decreased fMRI signals in the rat brain during acute inhibition of GABA transaminase. J. Neurosci. Res. 2005, 79:383-391.
17. Cohen D. Magnetoencephalography: evidence of magnetic fields produced by alpha-rhythm currents. Science 1968, 161:784-786.
18. Conner C.R., Ellmore T.M., Pieters T.A., DiSano M.A., Tandon N. Variability of the relationship between electrophysiology and BOLD-fMRI across cortical regions in humans. J. Neurosci. 2011, 31:12855-12865.
19. Cruetzfeldt O.D. Neurophysiological correlates of different functional states of the brain 1975, Munksgaard.
20. Dagli M.S., Ingeholm J.E., Haxby J.V. Localization of cardiac-induced signal change in fMRI. NeuroImage 1999, 9:407-415.
21. Dale A.M., Liu A.K., Fischl B.R., Buckner R.L., Belliveau J.W., Lewine J.D., Halgren E. Dynamic statistical parametric mapping: combining fMRI and MEG for high-resolution imaging of cortical activity. Neuron 2000, 26:55-67.
22. Damoiseaux J.S., Rombouts S.A.R.B., Barkhof F., Scheltens P., Stam C.J., Smith S.M., Beckmann C.F. Consistent resting-state networks across healthy subjects. Proc. Natl. Acad. Sci. 2006, 103:13848-13853.
23. de Pasquale F., Della Penna S., Snyder A.Z., Lewis C., Mantini D., Marzetti L., Belardinelli P., Ciancetta L., Pizzella V., Romani G.L., Corbetta M. Temporal dynamics of spontaneous MEG activity in brain networks. Proc. Natl. Acad. Sci. 2010, 107:6040-6045.
24. Donahue M.J., Near J., Blicher J.U., Jezzard P. Baseline GABA concentration and fMRI response. NeuroImage 2010, 53:392-398.
25. Donner T.H., Siegel M. A framework for local cortical oscillation patterns. Trends Cogn. Sci. 2011, 15:191-199.
26. Duncan N.W., Enzi B., Wiebking C., Northoff G. Involvement of glutamate in rest-stimulus interaction between perigenual and supragenual anterior cingulate cortex: a combined fMRI-MRS study. Hum. Brain Mapp. 2011, 32:2172-2182.
27. Edden R.A.E., Muthukumaraswamy S.D., Freeman T.C.A., Singh K.D. Orientation discrimination performance is predicted by GABA concentration and gamma oscillation frequency in human primary visual cortex. J. Neurosci. 2009, 29:15721-15726.
28. Engel A.K., Singer W. Temporal binding and the neural correlates of sensory awareness. Trends Cogn. Sci. 2001, 5:16-25.
29. Falkenberg L.E., Westerhausen R., Specht K., Hugdahl K. Resting-state glutamate level in the anterior cingulate predicts blood-oxygen level-dependent response to cognitive control. Proc. Natl. Acad. Sci. 2012, 109:5069-5073.
30. Fujimaki N., Hayakawa T., Nielsen M., Knösche T.R., Miyauchi S. An fMRI-constrained MEG source analysis with procedures for dividing and grouping activation. NeuroImage 2002, 17:324-343.
31. Gaetz W., Edgar J.C., Wang D.J., Roberts T.P.L. Relating MEG measured motor cortical oscillations to resting γ-aminobutyric acid (GABA) concentration. NeuroImage 2011, 55:616-621.
32. Gauthier C.J., Madjar C., Tancredi F.B., Stefanovic B., Hoge R.D. Elimination of visually evoked BOLD responses during carbogen inhalation: implications for calibrated MRI. NeuroImage 2011, 54:1001-1011.
33. Goense J.B.M., Logothetis N.K. Neurohpysiology of the BOLD fMRI signal in awake monkeys. Curr. Biol. 2008, 18:631-640.
34. Goloshevsky A.G., Silva A.C., Dodd S.J., Koretsky A.P. BOLD fMRI and somatosensory evoked potentials are well correlated over a broad range of frequency content of somatosensory stimulation of the rat forepaw. Brain Res. 2008, 1195:67-76.
35. Gonçalves S.I., de Munck J.C., Pouwels P.J.W., Schoonhoven R., Kuijer J.P.A., Maurits N.M., Hoogduin J.M., Van Someren E.J.W., Heethaar R.M., Lopes da Silva F.H. Correlating the alpha rhythm to BOLD using simultaneous EEG/fMRI: inter-subject variability. NeuroImage 2006, 30:203-213.
36. Gorodnitsky I.F., George J.S., Rao B.D. Neuromagnetic source imaging with FOCUSS: a recursive weighted minimum norm algorithm. Electroencephalogr. Clin. Neurophysiol. 1995, 95:231-251.
37. Gow D.W., Segawa J.A., Ahlfors S.P., Lin F.H. Lexical influences on speech perception: a Granger causality analysis of MEG and EEG source estimates. NeuroImage 2008, 43:614-623.
38. Gross J., Kujala J., Hamalainen M., Timmermann L., Schnitzler A., Salmelin R. Dynamic imaging of coherent sources: studying neural interactions in the human brain. Proc. Natl. Acad. Sci. U. S. A. 2001, 98:694-699.
39. Gross J., Kujala J., Hämäläinen M., Timmermann L., Schnitzler A., Salmelin R. Dynamic imaging of coherent sources: studying neural interactions in the human brain. Proc. Natl. Acad. Sci. 2001, 98:694-699.
40. Gross J., Timmermann L., Kujala J., Dirks M., Schmitz F., Salmelin R., Schnitzler A. The neural basis of intermittent motor control in humans. Proc. Natl. Acad. Sci. U. S. A. 2002, 99:2299-2302.
41. Grummich P., Nimsky C., Pauli E., Buchfelder M., Ganslandt O. Combining fMRI and MEG increases the reliability of presurgical language localization: a clinical study on the difference between and congruence of both modalities. NeuroImage 2006, 32:1793-1803.
42. Hall S.D., Holliday I.E., Hillebrand A., Singh K.D., Furlong P.L., Hadjipapas A., Barnes G.R. The missing link: analogous human and primate cortical gamma oscillations. NeuroImage 2005, 26:13-17.
43. Hall S.D., Barnes G.R., Furlong P.L., Seri S., Hillebrand A. Neuronal network pharmacodynamics of GABAergic modulation in the human cortex determined using pharmaco-magnetoencephalography. Hum. Brain Mapp. 2010, 31:581-594.
44. Hall S.D., Stanford I.M., Yamawaki N., McAllister C.J., Rönnqvist K.C., Woodhall G.L., Furlong P.L. The role of GABAergic modulation in motor function related neuronal network activity. NeuroImage 2011, 56:1506-1510.
45. Hall E.L., Woolrich M.W., Thomaz C.E., Morris P.G., Brookes M.J. Using variance information in magnetoencephalography measures of functional connectivity. NeuroImage 2013, 67:203-212.
46. Hamalainen M., Hari R. Magnetoencephalographic characterization of dynamic brain activation: basic principles and methods of data collection and source analysis. Brain Mapping: The Methods 2002, A.W. Toga, J.C. Mazziotta (Eds.).
47. Hämäläinen M.S., Ilmoniemi R.J. Interpreting magnetic fields of the brain: minimum norm estimates. Med. Biol. Eng. Comput. 1994, 32:35-42.
48. Hamalainen M., Hari R., Ilmoniemi R.J., Knuutila J., Lounasmaa O.V. Magnetoencephalography - theory, instrumentation and application to noninvasive studies of the working human brain. Rev. Mod. Phys. 1993, 65:413-497.
49. Handwerker D.A., Ollinger J.M., D'Esposito M. Variation of BOLD hemodynamic responses across subjects and brain regions and their effects on statistical analyses. NeuroImage 2004, 21:1639-1651.
50. Harvey B.M., Vansteensel M.J., Ferrier C.H., Petridou N., Zuiderbaan W., Aarnoutse E.J., Bleichner M.G., Dijkerman H.C., van Zandvoort M.J.E., Leijten F.S.S., Ramsey N.F., Dumoulin S.O. Frequency specific spatial interactions in human electrocorticography: V1 alpha oscillations reflect surround suppression. NeuroImage 2013, 65:424-432.
51. Heidemann R.M., Ivanov D., Trampel R., Fasano F., Meyer H., Pfeuffer J., Turner R. Isotropic submillimeter fMRI in the human brain at 7T: combining reduced field-of-view imaging and partially parallel acquisitions. Magn. Reson. Med. 2012, 68:1506-1516.
52. Henson R.N., Flandin G., Friston K.J., Mattout J. A parametric empirical Bayesian framework for fMRI-constrained MEG/EEG source reconstruction. Hum. Brain Mapp. 2010, 31:1512-1531.
53. Hillebrand A., Barnes G.R., Bosboom J.L., Berendse H.W., Stam C.J. Frequency-dependent functional connectivity within resting-state networks: an atlas-based MEG beamformer solution. NeuroImage 2012, 59:3909-3921.
54. Hipp J.F., Hawellek D.J., Corbetta M., Siegel M., Engel A.K. Large-scale cortical correlation structure of spontaneous oscillatory activity. Nat. Neurosci. 2012, 15:884-890.
55. Im C.-H., Jung H.-K., Fujimaki N. fMRI-constrained MEG source imaging and consideration of fMRI invisible sources. Hum. Brain Mapp. 2005, 26:110-118.
56. Ioannides A.A., Liu L.C., Kwapien J., Drozdz S., Streit M. Coupling of regional activations in a human brain during an object and face affect recognition task. Hum. Brain Mapp. 2000, 11:77-92.
57. Jerbi K., Lachaux J.P., N'Diaye K., Pantazis D., Leahy R.M., Garnero L., Baillet S. Coherent neural representation of hand speed in humans revealed by MEG imaging. Proc. Natl. Acad. Sci. U. S. A. 2007, 104:7676-7681.
58. Jolles D.D., van Buchem M.A., Crone E.A., Rombouts S.A.R.B. A comprehensive study of whole-brain functional connectivity in children and young adults. Cereb. Cortex 2011, 21:385-391.
59. Kwong K.K., Belliveau J.W., Chesler D.A., Goldberg I.E., Weisskoff R.M., Poncelet B.P., Kennedy D.N., Hoppel B.E., Cohen M.S., Turner R., Cheng H.M., Brady T.J., Rosen B.R. Dynamic magnetic-resonance-imaging of human brain activity during primary sensory stimulation. Proc. Natl. Acad. Sci. U. S. A. 1992, 89:5675-5679.
60. Liao Y., Tang J., Fornito A., Liu T., Chen X., Chen H., Xiang X., Wang X., Hao W. Alterations in regional homogeneity of resting-state brain activity in ketamine addicts. Neurosci. Lett. 2012, 522:36-40.
61. Liu Z., Fukunaga M., de Zwart J.A., Duyn J.H. Large-scale spontaneous fluctuations and correlations in brain electrical activity observed with magnetoencephalography. NeuroImage 2010, 51:102-111.
62. Liu H., Kale Edmiston E., Fan G., Xu K., Zhao B., Shang X., Wang F. Altered resting-state functional connectivity of the dentate nucleus in Parkinson's disease. Psychiatry Res. Neuroimaging 2013, 211:64-71.
63. Liu Y., Yu C., Zhang X., Liu J., Duan Y., Alexander-Bloch A.F., Liu B., Jiang T., Bullmore E. Impaired long distance functional connectivity and weighted network architecture in Alzheimer's disease. Cereb. Cortex 2013, 10.1093/cercor/bhs410.
64. Logothetis N.K., Pauls J., Augath M., Trinath T., Oeltermann A. Neurophysiological investigation of the basis of the fMRI signal. Nature 2001, 412:150-157.
65. Luckhoo H., Hale J.R., Stokes M.G., Nobre A.C., Morris P.G., Brookes M.J., Woolrich M.W. Inferring task-related networks using independent component analysis in magnetoencephalography. NeuroImage 2012, 62:530-541.
66. Moradi F., Liu L.C., Cheng K., Waggoner R.A., Tanaka K., Ioannides A.A. Consistent and precise localization of brain activity in human primary visual cortex by MEG and fMRI. NeuroImage 2003, 18:595-609.
67. Mosher J.C., Lewis P.S., Leahy R.M. Multiple dipole modeling and localization from spatio-temporal MEG data. IEEE Trans. Biomed. Eng. 1992, 39:541-557.
68. Mukamel R., Gelbard H., Arieli A., Hasson U., Fried I., Malach R. Coupling between neuronal firing, field potentials, and fMRI in human auditory cortex. Science 2005, 309:951-954.
69. Mullinger K.J., Mayhew S.D., Bagshaw A.P., Bowtell R., Francis S.T. Poststimulus undershoots in cerebral blood flow and BOLD fMRI responses are modulated by poststimulus neuronal activity. Proc. Natl. Acad. Sci. 2013, 110:13636-13641.
70. Muthukumaraswamy S.D., Singh K.D. Spatiotemporal frequency tuning of BOLD and gamma band MEG responses compared in primary visual cortex. NeuroImage 2008, 40:1552-1560.
71. Muthukumaraswamy S.D., Singh K.D. Functional decoupling of BOLD and gamma-band amplitudes in human primary visual cortex. Hum. Brain Mapp. 2009, 30:2000-2007.
72. Muthukumaraswamy S.D., Edden R.A.E., Jones D.K., Swettenham J.B., Singh K.D. Resting GABA concentration predicts peak gamma frequency and fMRI amplitude in response to visual stimulation in humans. Proc. Natl. Acad. Sci. 2009, 106:8356-8361.
73. Muthukumaraswamy S.D., Evans C.J., Edden R.A.E., Wise R.G., Singh K.D. Individual variability in the shape and amplitude of the BOLD-HRF correlates with endogenous GABAergic inhibition. Hum. Brain Mapp. 2012, 33:455-465.
74. Muthukumaraswamy S.D., Myers J.F.M., Wilson S.J., Nutt D.J., Lingford-Hughes A., Singh K.D., Hamandi K. The effects of elevated endogenous GABA levels on movement-related network oscillations. NeuroImage 2013, 66:36-41.
75. Niessing J., Ebisch B., Schmidt K.E., Niessing M., Singer W., Galuske R.A.W. Hemodynamic signals correlate tightly with synchronized gamma oscillations. Science 2005, 309:948-951.
76. Nolte G., Bai O., Wheaton L., Mari Z., Vorbach S., Hallett M. Identifying true brain interaction from EEG data using the imaginary part of coherency. Clin. Neurophysiol. 2004, 115:2292-2307.
77. Nolte G., Ziehe A., Nikulin V.V., Schlögl A., Krämer N., Brismar T., Müller K.R. Robustly estimating the flow direction of information in complex physical systems. Phys. Rev. Lett. 2008, 100.
78. Northoff G., Walter M., Schulte R.F., Beck J., Dydak U., Henning A., Boeker H., Grimm S., Boesiger P. GABA concentrations in the human anterior cingulate cortex predict negative BOLD responses in fMRI. Nat. Neurosci. 2007, 10:1515-1517.
79. Ogawa S., Lee T.M., Kay A.R., Tank D.W. Brain magnetic resonance imaging with contrast dependent on blood oxygenation. Proc. Natl. Acad. Sci. 1990, 87:9868-9872.
80. Ogawa S., Tank D.W., Menon R., Ellermann J.M., Kim S.G., Merkle H., Ugurbil K. Intrinsic signal changes accompanying sensory stimulation - functional brain mapping with magnetic-resonance imaging. Proc. Natl. Acad. Sci. U. S. A. 1992, 89:5951-5955.
81. Ou W., Nummenmaa A., Ahveninen J., Belliveau J.W., Hämäläinen M.S., Golland P. Multimodal functional imaging using fMRI-informed regional EEG/MEG source estimation. NeuroImage 2010, 52:97-108.
82. Pascual-Marqui R.D., Michel C.M., Lehmann D. Low resolution electromagnetic tomography: a new method for localizing electrical activity in the brain. Int. J. Psychophysiol. 1994, 18:49-65.
83. Ramnania N., Behrens T.E.J., Penny W., Matthews P.M. New approaches for exploring anatomical and functional connectivity in the human brain. Biol. Psychiatry 2004, 56:613-619.
84. Robinson S., Vrba J. Functional Neuroimaging by Synthetic Aperture Magnetometry 1998, Tohoku University Press, Sendai.
85. Robinson S.E., Mandell A.J., Coppola R. Spatiotemporal imaging of complexity. Front. Comput. Neurosci. 2013, 6.
86. Roopun A.K., Kramer M.A., Carracedo L.M., Kaiser M., Davies C.H., Traub R.D., Kopell N.J., Whittington M.A. Temporal interactions between cortical rhythms. Front. Neurosci. 2008, 2.
87. Rossini P.M., Altamura C., Ferretti A., Vernieri F., Zappasodi F., Caulo M., Pizzella V., Del Gratta C., Romani G.L., Tecchio F. Does cerebrovascular disease affect the coupling between neuronal activity and local haemodynamics?. Brain 2004, 127:99-110.
88. Sato M.-a., Yoshioka T., Kajihara S., Toyama K., Goda N., Doya K., Kawato M. Hierarchical Bayesian estimation for MEG inverse problem. NeuroImage 2004, 23:806-826.
89. Schlögl A., Supp G. Analyzing event-related EEG data with multivariate autoregressive parameters. Prog. Brain Res. 2006, 159:135-147.
90. Schoffelen J.M., Gross J. Source connectivity analysis with MEG and EEG. Hum. Brain Mapp. 2009, 30:1857-1865.
91. Schölvinck M.L., Leopold D.A., Brookes M.J., Khader P.H. The contribution of electrophysiology to functional connectivity mapping. NeuroImage 2013, 80:297-306.
92. Seeley W.W., Crawford R.K., Zhou J., Miller B.L., Greicius M.D. Neurodegenerative diseases target large-scale human brain networks. Neuron 2009, 62:42-52.
93. Sekihara K., Nagarajan S.S., Peoppel D., Marantz A., Miyashita Y. Reconstructing spatio-temporal activities of neural sources using an MEG vector beamformer technique. IEEE Trans. Biomed. Eng. 2001, 48:760-771.
94. Sekihara K., Owen J.P., Trisno S., Nagarajan S.S. Removal of spurious coherence in MEG source-space coherence analysis. IEEE Trans. Biomed. Eng. 2011, 58:3121-3129.
95. Shmuel A., Augath M., Oeltermann A., Logothetis N.K. Negative functional MRI response correlates with decreases in neuronal activity in monkey visual area V1. Nat. Neurosci. 2006, 9:569-577.
96. Singh K.D. Magnetoencephalography. Methods in Mind 2006, MIT Press. C. Senior (Ed.).
97. Singh K.D., Barnes G.R., Hillebrand A., Forde E.M.E., Williams A.L. Task-related changes in cortical synchronization are spatially coincident with the hemodynamic response. NeuroImage 2002, 16:103-114.
98. Stam C.J., van Dijk B.W. Synchronization likelihood: an unbiased measure of generalized synchronization in multivariate data sets. Physica D 2002, 163:236-251.
99. 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, 28:1178-1193.
100. Stevenson C.M., Brookes M.J., Morris P.G. β-Band correlates of the fMRI BOLD response. Hum. Brain Mapp. 2011, 32:182-197.
101. Stevenson C.M., Wang F., Brookes M.J., Zumer J.M., Francis S.T., Morris P.G. Paired pulse depression in the somatosensory cortex: associations between MEG and BOLD fMRI. NeuroImage 2012, 59:2722-2732.
102. Swettenham J.B., Muthukumaraswamy S.D., Singh K.D. BOLD responses in human primary visual cortex are insensitive to substantial changes in neural activity. Front. Hum. Neurosci. 2013, 7.
103. Tass P., Rosenblum M.G., Weule J., Kurths J., Pikovsky A., Volkmann J., Schnitzler A., Freund H.J. Detection of n:m phase locking from noisy data: application to magnetoencephalography. Phys. Rev. Lett. 1998, 81:3291-3294.
104. Tian L., Jiang T., Wang Y., Zang Y., He Y., Liang M., Sui M., Cao Q., Hu S., Peng M., Zhuo Y. Altered resting-state functional connectivity patterns of anterior cingulate cortex in adolescents with attention deficit hyperactivity disorder. Neurosci. Lett. 2006, 400:39-43.
105. Timmermann L., Gross J., Dirks M., Volkmann J., Freund H.J., Schnitzler A. The cerebral oscillatory network of parkinsonian resting tremor. Brain 2002, 126:199-212.
106. Tootell R.B.H., Reppas J.B., Kwong K.K., Malach R., Born R.T., Brady T.J., Rosen B.R., Belliveau J.W. Functional analysis of human MT and related visual cortical areas using magnetic resonance imaging. J. Neurosci. 1995, 15:3215-3230.
107. Van Drongelen W., Yuchtman M., Van Veen B.D., Van Huffelen A.C. A spatial filtering technique to detect and localize multiple sources in the brain. Brain Topogr. 1996, 9:39-49.
108. Van Veen B.D., Van Drongelen W., Yuchtman M., Suzuki A. Localisation of brain electrical activity via linearly constrained minimum variance spatial filtering. IEEE Trans. Biomed. Eng. 1997, 44:867-880.
109. Vrba J., Robinson S.E. Signal processing in magnetoencephalography. Methods 2001, 25:249-271.
110. Winterer G., Carver F.W., Musso F., Mattay V., Weinberger D.R., Coppola R. Complex relationship between BOLD signal and synchronization/desynchronization of human brain MEG oscillations. Hum. Brain Mapp. 2007, 28:805-816.
111. Wipf D.P., Owen J.P., Attias H.T., Sekihara K., Nagarajan S.S. Robust Bayesian estimation of the location, orientation, and time course of multiple correlated neural sources using MEG. NeuroImage 2010, 49:641-655.
112. Zhu Z., Zumer J.M., Lowenthal M.E., Padberg J., Recanzone G.H., Krubitzer L.A., Nagarajan S.S., Disbrow E.A. The relationship between magnetic and electrophysiological responses to complex tactile stimuli. BMC Neurosci. 2009, 10.
113. Zumer J.M., Brookes M.J., Stevenson C.M., Francis S.T., Morris P.G. Relating BOLD fMRI and neural oscillations through convolution and optimal linear weighting. NeuroImage 2010, 49:1479-1489.