The added value of EEG-fMRI in imaging neuroscience

EEG - fMRI: Physiological Basis, Technique, and Applications

Volumn , Issue , 2010, Pages 97-112

  Goebel, Rainer ^a   Esposito, Fabrizio ^a  

^a MAASTRICHT UNIVERSITY   (Netherlands)

Author keywords

[No Author keywords available]

Indexed keywords

EID: 84862984878     PISSN: None     EISSN: None     Source Type: Book    
DOI: 10.1007/978-3-540-87919-0_6     Document Type: Chapter

References (44)

1. Babiloni F, Babiloni C, Carducci F, Romani GL, Rossini PM, Angelone LM, Cincotti F (2003) Multimodal integration of high-resolution EEG and functional magnetic resonance imaging data: A simulation study. Neuroimage 19(1):1-15
2. Baillet S, Mosher JC, Leahy RM (2001) Electromagnetic brain mapping. IEEE Signal Process Mag 18(6):14-30
3. Berg P, Scherg M (1994) A fast method for forward computation of multiple-shell spherical head models. Electroencephalogr Clin Neurophysiol 90:58-64
4. Boynton GM, Engel SA, Glover GH, Heeger DJ (1996) Linear systems analysis of functional magnetic resonance imaging in human V1. J Neurosci 16(13):4207-4221
5. Brookes MJ, Gibson AM, Hall SD, Furlong PL, Barnes GR, Hillebrand A, Singh KD, Holliday E, Francis ST, Morris PG (2005) GLM-beamformer method demonstrates stationary field, alpha ERD and gamma ERS co-localisation with fMRI BOLD response in visual cortex. Neuroimage 26:302-308
6. Dale AM, Fischl B, Sereno MI (1999) Cortical surface-based analysis: I. Segmentation and surface reconstruction. Neuroimage 9:179-194
7. Dale AM, Liu AK, Fischl BR, Buckner RL, Belliveau JW, Lewine JD, Halgren E (2000) Dynamic statistical parametric mapping: combining fMRI and MEG for high-resolution imaging of cortical activity. Neuron 26:55-67
8. Dale AM, Sereno MI (1993) Improved localization of cortical activity by combining EEG and MEG with MRI cortical surface reconstruction: A linear approach. J Cogn Neurosci 5:162-176
9. Darvas F, Pantazis D, Kucukaltun-Yildirim E, Leahy RM (2004) Mapping human brain function with MEG and EEG: Methods and validation. Neuroimage 23:S289-S299
10. Edelman GM, Tononi G (2000) A universe of consciounsness. Basic Books, New York
11. Eichele T, Specht K, Moosmann M, Jongsma ML, Quiroga RQ, Nordby H, Hugdahl K (2005) Assessing the spatiotemporal evolution of neuronal activation with single-trial event-related potentials and functional MRI. Proc Natl Acad Sci USA 102(49):17798-17803
12. Engel AK, Fries P, Singer W (2001) Dynamic predictions: oscillations and synchrony in top-down processing. Nat Rev Neurosci 2(10):704-716
13. Esposito F, Bertolino A, Scarabino T, Latorre V, Blasi G, Popolizio T, Tedeschi G, Cirillo S, Goebel R, Di Salle F (2006) Independent component model of the default-mode brain function: assessing the impact of active thinking. Brain Res Bull 70 (4-6):263-269
14. Friston KJ, Holmes AP, Poline JB, Grasby PJ, Williams SC, Frackowiak RS, Turner R (1995) Analysis of fMRI time-series revisited. Neuroimage 2(1):45-53
15. Feige B, Scheffler K, Esposito F, Di Salle F, Hennig J, Seifritz E (2005) Cortical and subcortical correlates of electroencephalographic alpha rhythm modulation. J Neurophysiol 93(5):2864-2872
16. Grave De Peralta R, Murray MM, Michel CM, Martuzzi R, Gonzalez Andino S (2004) Electrical neuroimaging based on biophysical constraints. Neuroimage 21:527-539
17. Jeffs B, Leahy R, Singh M (1987) An evaluation of methods for neuromagnetic image reconstruction. IEEE Trans Biomed Eng 34:713-723
18. Hamalainen M, Hari R, Ilmoniemi R, Knuutila J, Lounasmaa O (1993) Magnetoencephalography: theory, instrumentation, and application to non-invasive studies of the working human brain. Rev Mod Phys 65:413-497
19. Hamalainen M, Ilmoniemi RJ (1984) Interpreting measured magnetic fields of the brain: estimates of current distributions (Technical Report TKK-F-A559). Helsinki University of Technology, Finland
20. Hyvarinen A, Karhunen J, Oja E (2001) Independent component analysis. Wiley, New York
21. Kayser J, Tenke CE (2003) Optimizing PCA methodology for ERP component identification and measurement: theoretical rationale and empirical evaluation. Clin Neurophysiol 114(12):2307-2325
22. Kiebel SJ, Goebel R, Friston KJ (2000) Anatomically informed basis functions. Neuroimage 11(6):656-667
23. Laufs H, Krakow K, Sterzer P, Eger E, Beyerle A, Salek-Haddadi A, Kleinschmidt A (2003) Electroencephalographic signatures of attentional and cognitive default modes in spontaneous brain activity fluctuations at rest. Proc Natl Acad Sci USA 100(19):11053-11058
24. Lawson CL, Hanson RJ (1974) Solving least squares problems. Prentice Hall, Englewood Cliffs
25. Leahy RM, Mosher JC, Philips JW (1996) A comparative study of minimum norm inverse methods for MEG imaging. In: Proceedings of the Tenth International Conference of Biomagnetism, BIOMAG'96, Santa Fe, NM, USA, 16-21 Feb. 1996, pp 274-275
26. Lin FH, Witzel T, Ahlfors SP, Stufflebeam SM, Belliveau JW, Hämäläinen MS (2006) Assessing and improving the spatial accuracy in MEG source localization by depth-weighted minimumnorm estimates. Neuroimage 31:160-171
27. Lin FH, Witzel T, Hämäläinen MS, Dale AM, Belliveau JW, Stufflebeam SM (2004) Spectral spatiotemporal imaging of cortical oscillations and interactions in the human brain. Neuroimage 23:582-595
28. Liu AK, Belliveau JW, Dale AM (1998) Spatiotemporal imaging of human brain activity using functional MRI constrained magnetoencephalography data: Monte Carlo simulations. Proc Natl Acad Sci USA 95(15):8945-8950
29. Liu Z, Kecman F, He B (2006) Effects of fMRI-EEG mismatches in cortical current density estimation integrating fMRI and EEG: a simulation study. Clin Neurophysiol 117(7):1610-1622
30. Makeig S, Westerfield M, Jung TP, Enghoff S, Townsend J, Courchesne E, Sejnowski TJ (2002) Dynamic brain sources of visual evoked responses. Science 295(5555):690-694
31. Meltzer JA, Negishi M, Mayes LC, Constable RT (2007a) Individual differences in EEG theta and alpha dynamics during working memory correlate with fMRI responses across subjects. Clin Neurophysiol 118(11):2419-2436
32. Meltzer JA, Zaveri HP, Goncharova II, Distasio MM, Papademetris X, Spencer SS, Spencer DD, Constable RT (2007b) Effects of working memory load on oscillatory power in human intracranial EEG. Cereb Cortex 18(8):1843-1855
33. Michel CM, Murray MM, Lantz G, Gonzalez S, Spinelli L, Grave De Peralta R (2004) EEG source imaging. Clin Neurophysiol 115(10):2195-2222
34. Mosher JC, Leahy RM (1998) Recursive MUSIC: a framework for EEG and MEG source localization. IEEE Trans Biomed Eng 45(11):1342-1355
35. Mosher JC, Leahy R, Lewis P (1999) EEG and MEG: forward solutions for inverse methods. IEEE Trans Biomed Eng 46(3):245-259
36. Mulert C, Menzinger E, Leicht G, Pogarell O, Hegerl U (2005) Evidence for a close relationship between conscious effort and anterior cingulate cortex activity. Int J Psychophysiol 56:65-80
37. Nunez PL, Srinivasan R (2006) Electric fields of the brain. The neurophysics of EEG, 2nd edn. Oxford University Press, New York
38. Pascual-Marqui R (2002) Standardized low resolution brain electromagnetic tomography (sLORETA): technical details. Methods Find Exp Clin Pharmacol 24 D: 5-12
39. Pascual-Marqui R, Michel C, Lehman D (1994) Low resolution electromagnetic tomography: a new method for localizing electrical activity in the brain. Int J Psychophysiol 18:49-65
40. Sarvas J (1985) Basic mathematical and electromagnetic concepts of the biomagnetic inverse problem. Phys Med Biol 32:11-22
41. Scherg M (1990) Fundamentals of dipole source potential analysis. Adv Audiol 6:40-69
42. Tikhonov A, Arsenin V (1977) Solutions to ill-posed problems. Wiley, New York
43. Van Veen B, Van Drongelen W, Yuchtman M, Suzuki A (1997) Localization of brain electrical activity via linearly constrained minimum variance spatial filtering. IEEE Trans Biomed Eng 44(9):867-880
44. Wibral M, Turi G, Linden DE, Kaiser J, Bledowski C (2008) Decomposition of working memoryrelated scalp ERPs: crossvalidation of fMRI-constrained source analysis and ICA. Int J Psychophysiol 67(3):200-211