Simultaneous EEG/fMRI analysis of the resonance phenomena in steady-state visual evoked responses

Clinical EEG and Neuroscience

Volumn 42, Issue 2, 2011, Pages 98-106

  Bayram, Ali ^a,d   Bayraktaroglu, Zubeyir ^b   Karahan, Esin ^d   Erdogan, Basri ^d   Bilgic, Basar ^c   Özker, Muge ^d   Kasikci, Itir ^e   Duru, Adil D ^d   Ademoglu, Ahmet ^d   Öztürk, Cengizhan ^d   Arikan, Kemal ^a   Tarhan, Nevzat ^a   Demiralp, Tamer ^b,e  

^a NPIstanbul Neuropsychiatry Hospital   (Turkey)

^b ISTANBUL UNIVERSITY   (Turkey)

^c Department of Neurology ^*  (Turkey)

^d BOGAZICI UNIVERSITY   (Turkey)

^e ISTANBUL UNIVERSITY   (Turkey)

Author keywords

Electroencephalography; Functional magnetic resonance imaging; Multimodal neuroimaging; Neuronal oscillator; Resonance; Steady state visual evoked potentials

Indexed keywords

ADULT; ARTICLE; BETA RHYTHM; BOLD SIGNAL; ELECTROENCEPHALOGRAPHY; EVENT RELATED POTENTIAL; EVOKED VISUAL RESPONSE; FEMALE; FUNCTIONAL MAGNETIC RESONANCE IMAGING; GAMMA RHYTHM; HUMAN; HUMAN EXPERIMENT; IMAGE ANALYSIS; MALE; NORMAL HUMAN; PRIORITY JOURNAL; STEADY STATE; VISUAL CORTEX; VISUAL STIMULATION;

EID: 79958066843     PISSN: 15500594     EISSN: None     Source Type: Journal    
DOI: 10.1177/155005941104200210     Document Type: Article

References (42)

1. Ritter P, Villringer A. Simultaneous EEG-fMRI. Neurosci Biobehav Rev 2006; 30(6): 823-838.
2. Menon V, Crottaz-Herbette S. Combined EEG and fMRI studies of human brain function. Int Rev Neurobiol 2005; 66: 291-321. (Pubitemid 43624181)
3. Nunez PL. Toward a quantitative description of large-scale neocortical dynamic function and EEG. Behav Brain Sci 2000; 23(3): 371-398; discussion 399-437.
4. Varela F, Lachaux JP, Rodriguez E, Martinerie J. The brainweb: phase synchronization and large-scale integration. Nat Rev Neurosci 2001; 2(4): 229-239. (Pubitemid 33673064)
5. Basar E, Bullock TH. Induced Rhythms in the Brain. Boston: Birkhauser; 1992.
6. Basar E, Schürmann M, Baflar-Eroglu C, Demiralp T. Selectively distributed gamma band system of the brain. Int J Psychophysiol 2001; 39(2-3): 129-135. (Pubitemid 32041261)
7. Regan D. Human brain electrophysiology: evoked potentials and evoked magnetic fields in science and medicine. New York: Elsevier; 1989.
8. Takahashi T. Activation methods. In: Niedermeyer E, Lopes da Silva F, (eds). Electroencephalography, Basic Principles, Clinical Applications and Related Fields. Baltimore, MD: Williams & Wilkins; 1993: 241-262.
9. Herrmann CS. Human EEG responses to 1-100 Hz flicker: resonance phenomena in visual cortex and their potential correlation to cognitive phenomena. Exp Brain Res 2001; 137: 346-353. (Pubitemid 32245476)
10. Hillyard SA, Hinrichs H, Tempelmann C, Morgan ST, Hansen JC, Scheich H, Heinze HJ. Combining steady-state visual evoked potentials and fMRI to localize brain activity during selective attention. Hum Brain Mapping 1997; 5: 287-292. (Pubitemid 27375529)
11. Silberstein RB, Line P, Pipingas A, Copolov D, Harris P. Steady-state visually evoked potential topography during the continuous performance task in normal controls and schizophrenia. Clin Neurophysiol 2000; 111(5): 850-857. (Pubitemid 30236431)
12. Silberstein RB, Nunez PL, Pipingas A, Harris P, Danieli F. Steady state visually evoked potential (SSVEP) topography in a graded working memory task. Int J Psychophysiol 2001; 42(2): 219-232. (Pubitemid 32928386)
13. Silberstein RB. Steady-state visually evoked potentials, brain resonances, and cognitive processes. In: Nunez PL, (ed). Neocortical Dynamics and Human EEG Rhythms. Oxford: Oxford University Press; 1995: 272-303.
14. Rager G, Singer W. The response of cat visual cortex to flicker stimuli of variable frequency. Eur J Neurol 1998; 10: 1856-1877. (Pubitemid 28327331)
15. Logothetis NK, Pauls J, Augath M, Trinath T, Oeltermann A. Neurophysiological investigation of the basis of the fMRI signal. Nature 2001; 412 (6843): 150-157. (Pubitemid 32674704)
16. Goldman RI, Stern JM, Engel J Jr, Cohen MS. Simultaneous EEG and fMRI of the alpha rhythm. Neuroreport 2002; 13(18): 2487-2492.
17. Martinez-Montes E, Valdés-Sosa PA, Miwakeichi F, Goldman Rl, Cohen MS. Concurrent EEG/fMRI analysis by multiway Partial Least Squares. Neuroimage 2004; 22(3): 1023-1034. Erratum in: Neuroimage. 2005 Jul 1; 26(3): 973.
18. Moosmann M, Ritter P, Krastel I, Brink A, Thees S, Blankenburg F, et al. Correlates of alpha rhythm in functional magnetic resonance imaging and near infrared spectroscopy. Neuroimage 2003; 20(1): 145-158. (Pubitemid 37188506)
19. Ogawa S, Tank DW, Menon RS, Ellerman JM, Kim SG, Ugurbil K. Intrinsic signal changes accompanying sensory stimulation: functional brain mapping with magnetic resonance imaging. Proc Natl Acad Sci 1992; 89: 5951-5955.
20. Allen PJ, Josephs O, Turner R. A method for removing imaging artifact from continuous EEG recorded during functional MRI. Neuroimage 2000; 12(2): 230-239. (Pubitemid 30627023)
21. Allen PJ, Polizzi G, Krakow K, Fish DR, Lemieux L. Identification of EEG events in the MR scanner: the problem of pulse artifact and a method for its subtraction. Neuroimage 1998; 8(3): 229-239. (Pubitemid 28476231)
22. Smith SM, Jenkinson M, Woolrich MW, Beckmann CF, Behrens TE, Johansen-Berg H, et al. Advances in functional and structural MR image analysis and implementation as FSL. NeuroImage 2004; 23 (sup 1): S208-S219.
23. Jenkinson M, Bannister P, Brady M, Smith S. Improved optimization for the robust and accurate linear registration and motion correction of brain images. Neurolmage 2002; 17(2): 825-841. (Pubitemid 35317016)
24. Woolrich MW, Ripley BD, Brady M, Smith SM. Temporal autocorrelation in univariate linear modeling of fMRI data. Neurolmage 2001; 14(6): 1370-1386.
25. Beckmann CF, Jenkinson M, Smith SM. General multilevel linear modeling for group analysis in FMRI. Neurolmage 2003; 20(2): 1052-1063. (Pubitemid 37268124)
26. Worsley KJ. Statistical analysis of activation images. In: Jezzard P, Matthews PM, Smith SM, (eds). Functional MRI: An Introduction to Methods. Oxford: Oxford University Press; 2001: 251-270.
27. Rosa MJ, Kilner J, Blankenburg F, Josephs O, Penny W. Estimating the transfer function from neuronal activity to BOLD using simultaneous EEG-fMRI. Neuroimage 2010; 49(2): 1496-1509.
28. Parkes LM, Fries P, Kerskens CM, Norris DG. Reduced BOLD response to periodic visual stimulation. Neuroimage 2004; 21(1): 236-243. (Pubitemid 38115014)
29. Robinson PA, Chen PC, Yang L. Physiologically based calculation of steady-state evoked potentials and cortical wave velocities. Biol Cybern 2008; 98(1): 1-10.
30. Traub RD, Whittington MA, Stanford IM, Jefferys JG. A mechanism for generation of long-range synchronous fast oscillations in the cortex. Nature 1996; 383(6601): 621-624.
31. Whittington MA, Traub RD, Kopell N, Ermentrout B, Buhl EH. Inhibition based rhythms: experimental and mathematical observations on network dynamics. Int J Psychophysiol 2000; 38(3): 315-336.
32. von Stein A, Samthein J. Different frequencies for different scales of cortical integration: from local gamma to long range alpha/theta synchronization. Int J Psychophysiol 2000; 38(3): 301-313.
33. Di Russo F, Pitzalis S, Aprile T, Spitoni G, Patria F, Stella A, et al. Spatiotemporal analysis of the cortical sources of the steady-state visual evoked potential. Hum Brain Mapp 2007; 28(4): 323-334. (Pubitemid 46542914)
34. Emir UE, Bayraktaroglu Z, Ozturk C, Ademoglu A, Demiralp T. Changes in BOLD transients with visual stimuli across 144 Hz. Neurosci Lett. 2008; 436(2):185-8.
35. Buxton RB, Wong EC, Frank LR. Dynamics of blood flow and oxygenation changes during brain activation: the balloon model. Magn Reson Med 1998; 39(6): 855-864. (Pubitemid 28237743)
36. Uludag K, Dubowitz DJ, Yoder EJ, Restom K, Liu TT, Buxton RB. Coupling of cerebral blood flow and oxygen consumption during physiological activation and deactivation measured with fMRI. Neuroimage 2004; 23(1): 148-155. (Pubitemid 39119444)
37. Sotero RC, Trujillo-Barreto NJ. Modelling the role of excitatory and inhibitory neuronal activity in the generation of the BOLD signal. Neuroimage 2007; 35(1): 149-165.
38. Pastor MA, Artieda J, Arbizu J, Valencia M, Masdeu JC. Human cerebral activation during steady-state visual-evoked responses. J Neurosci 2003; 23(37): 11621-11627. (Pubitemid 38021289)
39. Singh M, Kim S, Kim TS. Correlation between BOLD-fMRI and EEG signal changes in response to visual stimulus frequency in humans. Magn Reson Med 2003; 49(1): 108-114. (Pubitemid 36042339)
40. Wan X, Riera J, Iwata K, Takahashi M, Wakabayashi T, Kawashima R. The neural basis of the hemodynamic response nonlinearity in human primary visual cortex: implications for neurovascular coupling mechanism. Neuroimage 2006; 32(2): 616-625. (Pubitemid 44164623)
41. Fox P, Raichle M. Stimulus rate dependence of regional cerebral blood flow in human striate cortex, demonstrated by positron emission tomography. J Neurophysiol 1984; 51: 1109-1120. (Pubitemid 14104231)
42. Demiralp T, Bayraktaroglu Z, Lenz D, Junge S, Busch NA, Maess B, Ergen M, Herrmann CS. Gamma amplitudes are coupled to theta phase in human EEG during visual perception. Int J Psychophysiol 2007;64(1): 24-30. (Pubitemid 46483766)