Dynamic causal modelling of induced responses

NeuroImage

Volumn 41, Issue 4, 2008, Pages 1293-1312

  Chen, C C ^a   Kiebel, S J ^a   Friston, K J ^a  

^a UNIVERSITY COLLEGE LONDON   (United Kingdom)

Author keywords

Dynamic causal modelling; Induced responses; Neuronal dynamics; Non linear coupling; Spectral; Synchronisation

Indexed keywords

ARTICLE; BAYES THEOREM; CAUSAL MODELING; ELECTROENCEPHALOGRAM; ELECTROMAGNETIC FIELD; ELECTROPHYSIOLOGY; MAGNETOENCEPHALOGRAPHY; NERVOUS SYSTEM; PERCEPTION; PRIORITY JOURNAL; SIGNAL NOISE RATIO; VISUAL CORTEX;

ALGORITHMS; BAYES THEOREM; BRAIN; COMPUTER SIMULATION; DATA INTERPRETATION, STATISTICAL; ELECTROENCEPHALOGRAPHY; HUMANS; MAGNETOENCEPHALOGRAPHY; MODELS, STATISTICAL; NONLINEAR DYNAMICS; SYNAPSES;

EID: 44649093248     PISSN: 10538119     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.neuroimage.2008.03.026     Document Type: Article

References (77)

1. Baillet S., and Garnero L.A. Bayesian approach to introducing anatomo-functional priors in the EEG/MEG inverse problem. IEEE Trans. Biomed. Eng. 44 (1997) 374-385
2. Bendat J.S. Nonlinear System Analysis and Identification from Random Data (1990), John Wiley and Sons, New York USA
3. Bernasconi C., and Konig P. On the directionality of cortical interactions studied by structural analysis of electrophysiological recordings. Biol. Cybern. 81 (1999) 199-210
4. Bullock T.H., Achimowicz J.Z., Duckrow R.B., Spencer S.S., and Iragui-Madoz V.J. Bicoherence of intracranial EEG in sleep, wakefulness and seizures. Electroencephalogr. Clin. Neurophysiol. 103 (1997) 661-678
5. Breakspear M., and Terry J.R. Detection and description of non-linear interdependence in normal multichannel human EEG data. Clin. Neurophysiol. 113 (2002) 735-753
6. Bressler S. Large-scale cortical networks and cognition. Brain Res. Rev. 20 (1995) 288-304
7. Brovelli A., Ding M., Ledberg A., Chen Y., Nakamura R., and Bressler S.L. Beta oscillations in a large-scale sensorimotor cortical network: directional influences revealed by Granger causality. Proc. Natl. Acad. Sci. U. S. A. 101 (2004) 9849-9854
8. Czigler B., Csikos D., Hidasi Z., Anna Gaal Z., Csibri E., and Kiss E. Quantitative EEG in early Alzheimer's disease patients - power spectrum and complexity features. Int. J. Psychophysiol. 68 (2008) 75-80
9. Darvas F., Pantazis D., Kucukaltun-Yildirim E., and Leahy R.M. Mapping human brain function with MEG and EEG: methods and validation. NeuroImage 23 Suppl 1 (2004) S289-S299
10. David O., Cosmelli D., Lachaux J.-P., Baillet S., Garnero L., and Martinerie J. A theoretical and experimental introduction to the non-invasive study of large-scale neural phase synchronization in human beings. Int. J. Comput. Cogn. 1 (2003) 53-77
11. David O., Cosmelli D., and Friston K.J. Evaluation of different measures of functional connectivity using a neural mass model. NeuroImage 21 2 (2004) 659-673 (Feb)
12. David O., Kiebel S., Harrison L.M., Mattout J., Kilner J.M., and Friston K.J. Dynamic causal modelling of evoked responses in EEG and MEG. NeuroImage 20 (2006) 1255-1272 pp
13. David O., Kilner J.M., and Friston K.J. Mechanisms of evoked and induced responses in MEG/EEG. NeuroImage 31 (2006) 1580-1591
14. Dumermuth G., Huber P.J., Kleiner B., and Gasser T. Analysis of interrelations between frequency bands of EEG by means of bispectrum - preliminary study. Electroencephalogr. Clin. Neurophysiol. 31 (1971) 137-148
15. Ermentrout G.B., and Kleinfeld D. Traveling electrical waves in cortex: insights from phase dynamics and speculation on a computational role. Neuron 29 (2001) 33-44 (Vol.)
16. Engel A.K., Fries P., and Singer W. Dynamic predictions: oscillations and synchrony in top-down processing. Nat. Rev., Neurosci. 2 (2001) 704-716
17. Fliess M., Lamnabhi M., and Lamnabhi-Lagarrigue F. An algebraic approach to nonlinear functional expansions. IEEE Trans. Circuits Syst. 30 (1983) 554-570
18. Friston K.J. Another neural code?. NeuroImage 5 (1997) 213-220
19. Friston K.J. The labile brain I: neuronal transients and nonlinear coupling. Philos. Trans. R. Soc. Lond. 355 (2000) 215-236
20. Friston K.J. Brain function, nonlinear coupling, and neuronal transients. Neuroscientist 7 (2001) 406-418
21. Friston K.J., Harrison L., and Penny W. Dynamic causal modelling. NeuroImage 19 (2003) 1273-1302
22. Friston K., Henson R., Phillips C., and Mattout J. Bayesian estimation of evoked and induced responses. Hum. Brain Mapp. 27 (2006) 722-735
23. Friston K., Harrison L., Daunizeau J., Kiebel S., Phillips C., Trujillo-Barreto N., Henson R., Flandin G., and Mattout J. Multiple sparse priors for the M/EEG inverse problem. NeuroImage 39 (2008) 1104-1120
24. Gerloff C., and Andres F.G. Bimanual coordination and interhemispheric interaction. Acta Psychol. (Amst.) 110 (2002) 161-186
25. Gray C.M., Konig P., Engel A.K., and Singer W. Oscillatory responses in cat visual cortex exhibit inter-columnar synchronization which reflects global stimulus properties. Nature 338 (1989) 334-337
26. Gross J., Kujala J., Hamalainen M., Timmermann L., Schnitzler A., and Salmelin R. Dynamic imaging of coherent sources: studying neural interactions in the human brain. Proc. Natl. Acad. Sci. U. S. A. 98 (2001) 694-699
27. Guderian S., and Duzel E. Induced theta oscillations mediate large-scale synchrony with mediotemporal areas during recollection in humans. Hippocampus 15 (2005) 901-912
28. Henson R.N., Goshen-Gottstein Y., Ganel T., Otten L.J., Quayle A., and Rugg M.D. Electrophysiological and haemodynamic correlates of face perception, recognition and priming. Cereb. Cortex 13 (2003) 793-805
29. Hirsch J.A., Martinez L.M., Alonso J.M., Desai K., Pillai C., and Pierre C. Synaptic physiology of the flow of information in the cat's visual cortex in vivo. J. Physiol. 540 Pt 1 (2002) 335-350 (Apr 1)
30. Jansen B.H., and Rit V.G. Electroencephalogram and visual evoked potential generation in a mathematical model of coupled cortical columns. Biol. Cybern. 73 (1995) 357-366
31. Jeffrey C.S., and Chamoun N.G. An introduction to bispectral analysis for the electroencephalogram. J. Clin. Monit. 10 (1994) 392-404
32. Kanwisher N., and Yovel G. The fusiform face area: a cortical region specialized for the perception of faces. Philos. Trans. R. Soc. Lond., B Biol. Sci. 361 (2006) 2109-2128
33. Kiebel S.J., David O., and Friston K.J. Dynamic causal modelling of evoked responses in EEG/MEG with lead field parameterization. NeuroImage 30 4 (2006) 1273-1284 (May)
34. Kiebel S.J., Daunizeau J., Phillips C., and Friston K.J. Variational Bayesian inversion of the equivalent current dipole model in EEG/MEG. NeuroImage 39 (2008) 728-741
35. Kilner J.M., Alonso-Alonso M., Fisher R., and Lemon R.N. Modulation of synchrony between single motor units during precision grip tasks in humans. J. Physiol. 541 (2002) 937-948
36. Kilner J.M., Salenius S., Baker S.N., Jackson A., Hari R., and Lemon R.N. Task-dependent modulations of cortical oscillatory activity in human subjects during a bimanual precision grip task. NeuroImage 18 (2003) 67-73
37. Kilner J.M., Paulignan Y., and Boussaoud D. Functional connectivity during real vs imagined visuomotor tasks: an EEG study. NeuroReport 15 (2004) 637-642
38. Kilner J.M., Mattout J., Henson R., and Friston K.J. Hemodynamic correlates of EEG: a heuristic. NeuroImage 28 (2005) 280-286
39. Klopp J., Halgren E., Marinkovic K., and Nenov V. Face-selective spectral changes in the human fusiform gyrus. Clin. Neurophysiol. 110 (1999) 676-682
40. Kopell N., and Ermentrout G.B. Symmetry and phaselocking in chains of weakly coupled oscillators. Commun. Pure Appl. Math. 39 (1986) 623-660
41. Kopell N., Ermentrout G.B., Whittington M.A., and Traub R.D. Gamma rhythms and beta rhythms have different synchronization properties. Proc. Natl. Acad. Sci. U. S. A. 97 (2000) 1867-1872
42. Kuramoto Y. Chemical Oscillations, Waves and Turbulence (1984), Springer Verlag, New York
43. Lachaux J.P., Rodriguez E., Martinerie J., and Varela F.J. Measuring phase synchrony in brain signals. Hum. Brain Mapp. 8 (1999) 194-208
44. Lee K.H., Williams L.M., Breakspear M., and Gordon E. Synchronous gamma activity: a review and contribution to an integrative neuroscience model of schizophrenia. Brain Res. Brain Res. Rev. 41 (2003) 57-78
45. Leocani L., Toro C., Manganotti P., Zhuang P., and Hallett M. Event-related coherence and event-related desynchronization/synchronization in the 10 Hz and 20 Hz EEG during self-paced movements. Electroencephalogr. Clin. Neurophysiol. 104 (1997) 199-206
46. Mattout J., Phillips C., Penny W.D., Rugg M.D., and Friston K.J. MEG source localization under multiple constraints: an extended Bayesian framework. NeuroImage 30 (2006) 753-767
47. Mattout J., Henson R.N., and Friston K.J. Canonical source reconstruction for MEG. Comput. Intell. Neurosci. 1 (2007) 17-27
48. Michel C.M., Murray M.M., Lantz G., Gonzalez S., Spinelli L., and Grave de Peralta R. EEG source imaging. Clin. Neurophysiol. 115 (2004) 2195-2222
49. Moran R.J., Kiebel S.J., Stephan K.E., Reilly R.B., Daunizeau J., and Friston K.J. A neural mass model of spectral responses in electrophysiology. NeuroImage 37 (2007) 706-720
50. Nunez P.L., Srinivasan R., Westdorp A.F., Wijesinghe R.S., Tucker D.M., Silberstein R.B., and Cadusch P.J. EEG coherency. I: statistics, reference electrode, volume conduction, Laplacians, cortical imaging, and interpretation at multiple scales. Electroencephalogr. Clin. Neurophysiol. 103 (1997) 499-515
51. Palva J.M., Palva S., and Kaila K. Phase synchrony among neuronal oscillations in the human cortex. J. Neurosci. 25 (2005) 3962-3972
52. Pantev C. Evoked and induced gamma-band activity of the human cortex. Brain Topogr. 7 (1995) 321-330
53. Patino L., Chakarov V., Schulte-Monting J., Hepp-Reymond M.C., and Kristeva R. Oscillatory cortical activity during a motor task in a deafferented patient. Neurosci. Lett. 401 (2006) 214-218
54. Penny W.D., Stephan K.E., Mechelli A., and Friston K.J. Comparing dynamic causal models. NeuroImage 22 (2004) 1157-1172
55. Pereda E., Quiroga R.Q., and Bhattacharya J. Nonlinear multivariate analysis of neurophysiological signals. Prog. Neurobiol. 77 (2005) 1-37
56. Pfurtscheller G., and Lopes da Silva F.H. Event-related EEG/MEG synchronization and desynchronization: basic principles. Clin. Neurophysiol. 110 (1999) 1842-1857
57. Pikovsky A., Rosenblum M., and Kurths J. Synchronization. A Universal Concept in Nonlinear Sciences (2001), Cambridge University Press, Cambridge
58. Priestley M.B. Non-linear and Non-stationary Time Series Analysis (1988), Academic Press, London
59. Quian Quiroga R., Kraskov A., Kreuz T., and Grassberger P. Performance of different synchronization measures in real data: a case study on electroencephalographic signals. Phys. Rev., E 65 (2002) 041903
60. Raethjen J., Govindan R.B., Kopper F., Muthuraman M., and Deuschl G. Cortical involvement in the generation of essential tremor. J. Neurophysiol. 97 (2007) 3219-3228
61. Rosenblum M., Pikovsky A., and Kurths J. Phase synchronization of chaotic oscillators. Phys. Rev. Lett. 76 (1996) 1804-1807
62. Roulston M.S. Estimating the errors on measured entropy and mutual information. Physica, D 125 (1999) 285-294
63. Rowe D.L., Robinson P.A., and Gordon E. Stimulant drug action in attention deficit hyperactivity disorder (ADHD): inference of neurophysiological mechanisms via quantitative modelling. Clin. Neurophysiol. 116 2 (2005) 324-335 (Feb)
64. Rulkov N.F., Sushchik M.M., Tsimring L.S., and Abarbanel H.D. Generalized synchronization of chaos in directionally coupled chaotic systems. Phys. Rev., E 51 (1995) 980-994
65. Schack B., Vath N., Petsche H., Geissler H.G., and Moller E. Phase-coupling of theta-gamma EEG rhythms during short-term memory processing. Int. J. Psychophysiol. 44 (2002) 143-163
66. Schiff S.J., So P., Chang T., Burke R.E., and Sauer T. Detecting dynamical interdependence and generalized synchrony through mutual prediction in a neural ensemble. Phys. Rev., E 54 (1996) 6708-6724
67. Shils J.L., Litt M., Skolnick B.E., and Stecker M.M. Bispectral analysis of visual interactions in humans. Electroencephalogr. Clin. Neurophysiol. 98 (1996) 113-125
68. Singer W. Neuronal synchrony: a versatile code for the definition of relations?. Neuron 24 (1999) 49-65
69. Singh K.D., Barnes G.R., Hillebrand A., Forde E.M., and Williams A.L. Task-related changes in cortical synchronization are spatially coincident with the hemodynamic response. NeuroImage 16 1 (2002) 103-114
70. Singh K.D., Barnes G.R., and Hillebrand A. Group imaging of task-related changes in cortical synchronisation using nonparametric permutation testing. NeuroImage 19 (2003) 1589-1601
71. Tallon-Baudry C., and Bertrand O. Oscillatory gamma activity in humans and its role in object representation. Trends Cogn. Sci. 3 (1999) 151-162
72. Tallon-Baudry C., Bertrand O., Delpuech C., and Permier J. Oscillatory gamma-band (30-70 Hz) activity induced by a visual search task in humans. J. Neurosci. 17 (1997) 722-734
73. Tass P., Rosenblum M.G., Weule J., Kurths J., Pikovsky A., Volkmann J., Schnitzler A., and Freund H.J. Detection of n:m phase locking from noisy data: application to magnetoencephalography. Phys. Rev. Lett. 81 (1998) 3291-3294
74. Tiitinen H., Sinkkonen J., Reinikainen K., Alho K., Lavikainen J., and Naatanen R. Selective attention enhances the auditory 40-Hz transient response in humans. Nature 364 (1993) 59-60
75. Vanhatalo S., Palva J.M., Holmes M.D., Miller J.W., Voipio J., and Kaila K. Infraslow oscillations modulate excitability and interictal epileptic activity in the human cortex during sleep. Proc. Natl. Acad. Sci. U. S. A. 101 (2004) 5053-5057
76. Varela F., Lachaux J.-P., Rodriguez E., and Martinerie J. The brainweb: phase synchronization and large-scale integration. Nat. Rev., Neurosci. 2 (2001) 229-239
77. Wright J.J., and Liley D.T. A millimetric-scale simulation of electrocortical wave dynamics based on anatomical estimates of cortical synaptic density. Comput. Neural Syst. 5 2 (1994) 191-202