Frequency flows and the time-frequency dynamics of multivariate phase synchronization in brain signals

NeuroImage

Volumn 31, Issue 1, 2006, Pages 209-227

  Rudrauf, David ^a,b   Douiri, Abdel ^a,c   Kovach, Christopher ^b   Lachaux, Jean Philippe ^a,d   Cosmelli, Diego ^a   Chavez, Mario ^a   Adam, Claude ^a   Renault, Bernard ^a   Martinerie, Jacques ^a   Le Van Quyen, Michel ^a  

^a PITIÉ SALPÊTRIÈRE HOSPITAL   (France)

^b UNIVERSITY OF IOWA   (United States)

^c UNIVERSITY COLLEGE LONDON   (United Kingdom)

^d INSERM   (France)

Author keywords

[No Author keywords available]

Indexed keywords

ADULT; ARTICLE; CASE REPORT; CORTICAL SYNCHRONIZATION; EVOKED RESPONSE; FREQUENCY ANALYSIS; HUMAN; MALE; OSCILLATOR; PRIORITY JOURNAL; SEIZURE; SIMULATION;

ADULT; ALGORITHMS; BRAIN MAPPING; CEREBRAL CORTEX; COMPUTER SIMULATION; CORTICAL SYNCHRONIZATION; DOMINANCE, CEREBRAL; ELECTROENCEPHALOGRAPHY; EPILEPSY, FRONTAL LOBE; FOURIER ANALYSIS; FRONTAL LOBE; HUMANS; MAGNETOENCEPHALOGRAPHY; MALE; MODELS, NEUROLOGICAL; MULTIVARIATE ANALYSIS; NERVE NET; NEURONS; NONLINEAR DYNAMICS; OSCILLOMETRY; PATTERN RECOGNITION, VISUAL; RECRUITMENT, NEUROPHYSIOLOGICAL; SIGNAL PROCESSING, COMPUTER-ASSISTED; VISION DISPARITY;

EID: 33646569483     PISSN: 10538119     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.neuroimage.2005.11.021     Document Type: Article

References (62)

1. Arieli A., Sterkin A., Grinvald A., and Aertsen A. Dynamics of ongoing activity: explanation of the large variability in evoked cortical responses. Science 273 5283 (1996) 1868-1871
2. Breakspear M. Nonlinear phase desynchronization in human electroencephalographic data. Hum. Brain Mapp. 15 3 (2002) 175-198
3. Breakspear M. Dynamic connectivity in neural systems: theoretical and empirical considerations. Neuroinformatics 2 2 (2004) 205-226
4. Breakspear M., and Terry J.R. Detection and description of non-linear interdependence in normal multichannel human EEG data. Clin. Neurophysiol. 113 5 (2002) 735-753
5. Breakspear M., and Terry J.R. Nonlinear interdependence in neural systems: motivation, theory, and relevance. Int. J. Neurosci. 112 10 (2002) 1263-1284
6. Breakspear M., and Terry J.R. Topographic organization of nonlinear interdependence in multichannel human EEG. NeuroImage 16 3 Pt. 1 (2002) 822-835
7. Bruns A. Fourier-, Hilbert- and wavelet-based signal analysis: are they really different approaches?. J. Neurosci. Methods 137 2 (2004) 321-332
8. Buzsaki G., and Draguhn A. Neuronal oscillations in cortical networks. Science 304 5679 (2004) 1926-1929
9. Chavez M., Le Van Quyen M., Navarro V., Baulac M., and Martinerie J. Spatio-temporal dynamics prior to neocortical seizures: amplitude versus phase couplings. IEEE Trans. Biomed. Eng. 50 5 (2003) 571-583
10. Cosmelli D., David O., Lachaux J.P., Martinerie J., Garnero L., Renault B., and Varela F. Waves of consciousness: ongoing cortical patterns during binocular rivalry. NeuroImage 23 1 (2004) 128-140
11. Damasio A.R. Time-locked multiregional retroactivation: a systems-level proposal for the neural substrates of recall and recognition. Cognition 33 1-2 (1989) 25-62
12. 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
13. Delprat N., Escudie B., Guillemain P., Kronland-Martinet R., Tchamitchian P., and Torresani B. Asymptotic wavelet and Gabor analysis: extraction of instantaneous frequencies. IEEE Trans. Inf. Theory 38 2 (1992) 644-664
14. Edelman G.M., and Tononi G. A Universe of Consciousness: How Matter Becomes Imagination (2001), Basic Books
15. Engel A.K., König P., Kreiter A.K., and Singer W. Interhemispheric synchronization of oscillatory neuronal responses in cat visual cortex. Science 252 5010 (1991) 1177-1179
16. Engel A.K., Fries P., König P., Brecht M., and Singer W. Temporal binding, binocular rivalry, and consciousness. Conscious. Cogn. 8 2 (1999) 128-151
17. Freeman W.J., and Barrie J.M. Chaotic oscillations and the genesis of meaning in cerebral cortex. Temporal coding in the brain. In: Buzsaki G., Llinas R., Singer W., Berthoz A., and Christen Y. (Eds) (1994), Springer 13-37
18. Freeman W.J., and Rogers L.J. Fine temporal resolution of analytic phase reveals episodic synchronization by state transitions in gamma EEGs. J. Neurophysiol. 87 2 (2002) 937-945
19. Freiwald W.A., Kreiter A.K., and Singer W. Stimulus dependent intercolumnar synchronization of single unit responses in cat area 17. NeuroReport 6 17 (1995) 2348-2352
20. Friston K.J. The labile brain: I. Neuronal transients and nonlinear coupling. Philos. Trans. R. Soc. London, Ser. B Biol. Sci. 355 1394 (2000) 215-236
21. Gabor D. Theory of communication. J. IEE 93 (1946) 429-457
22. Galleani L., and Cohen L. Dynamics using the Wigner distribution. 15th International Conference on Pattern Recognition, IEEE (2000)
23. Galleani L., and Cohen L. The Wigner distribution for ordinary linear differential equations and wave equations. Proceedings of the Tenth IEEE Workshop on Statistical Signal and Array Processing, IEEE (2000)
24. Glass L., and Mackey M.C. From Clocks to Chaos, the Rhythms of Life (1988), Princeton Univ. Press, Princeton
25. Glass L., and Mackey M.C. Steady states, oscillations, and chaos in physiological systems. From Clocks to Chaos, the Rhythms of Life (1988), Princeton Univ. Press, Princeton
26. Gray C.M., König P., Engel A.K., and Singer W. Oscillatory responses in cat visual cortex exhibit inter-columnar synchronization which reflects global stimulus properties. Nature 338 6213 (1989) 334-337
27. Gray C.M., Engel A.K., König P., and Singer W. Synchronization of oscillatory neuronal responses in cat striate cortex: temporal properties. Visual Neurosci. 8 4 (1992) 337-347
28. Ikeda A., Taki W., Kunieda T., Terada K., Mikuni N., Nagamine T., Yazawa S., Ohara S., Hori T., Kaji R., Kimura J., and Shibasaki H. Focal ictal direct current shifts in human epilepsy as studied by subdural and scalp recording. Brain 122 Pt. 5 (1999) 827-838
29. Kelso J.S. Dynamic Patterns: The Self-Organization of Brain And Behavior (1995), Cambridge, MIT Press
30. König P., Engel A.K., Roelfsema P.R., and Singer W. How precise is neuronal synchronization?. Neural Comput. 7 3 (1995) 469-485
31. König P., Engel A.K., and Singer W. Relation between oscillatory activity and long-range synchronization in cat visual cortex. Proc. Natl. Acad. Sci. U. S. A. 92 1 (1995) 290-294
32. Lachaux J.-P., Rodriguez E., Martinerie J., and Varela F.J. Measuring phase synchrony in brain signals. Hum. Brain Mapp. 8 4 (1999) 194-208
33. Lachaux J.-P., Rodriguez E., Le Van Quyen M., Lutz A., Martinerie J., and Varela F.J. Studying single-trials of phase synchronous activity in the brain. Int. J. Bifurc. Chaos 10 10 (2000) 2429-2439
34. Le Van Quyen M. Disentangling the dynamic core: a research program for a neurodynamics at the large scale. Biol. Res. 36 (2003) 61-82
35. Le Van Quyen M., Foucher J., Lachaux J.-P., Rodriguez E., Lutz A., Martinerie J., and Varela F.J. Comparison of Hilbert transform and wavelet methods for the analysis of neuronal synchrony. J. Neurosci. Methods 111 2 (2001) 83-98
36. Le Van Quyen M., Martinerie J., Navarro V., and Varela F.J. Characterizing neurodynamic changes before seizures. J. Clin. Neurophysiol. 18 3 (2001) 191-208
37. Lopes Da Silva F.H., and Pijn J.P. Handbook of Brain Theory and Neural Networks (1995), MIT Press, Arbib, Cambridge
38. Loughlin P.J., and Tacer B. Comments on the interpretation of instantaneous frequency. IEEE Signal Process. Lett. 4 5 (1997) 123-125
39. Lutz A., Lachaux J.-P., Martinerie J., and Varela F.J. Guiding the study of brain dynamics by using first-person data: synchrony patterns correlate with ongoing conscious states during a simple visual task. Proc. Natl. Acad. Sci. U. S. A. 99 3 (2002) 1586-1591
40. Mallat S. A Wavelet Tour of Signal Processing (1999), Academic Press
41. Matthews P.C., Mirollo R.E., and Strogatz S.H. Dynamics of a large system of coupled nonlinear oscillators. Physica D 52 (1991) 293-331
42. McKenna T.M., McMullen T.A., and Shlesinger M.F. The brain as a dynamic physical system. Neuroscience 60 3 (1994) 587-605
43. Mormann F., Andrzejak R.G., Kreuz T., Rieke C., David P., Elger C.E., and Lehnertz K. Automated detection of a preseizure state based on a decrease in synchronization in intracranial electroencephalogram recordings from epilepsy patients. Phys. Rev., E Stat. Nonlinear Soft Matter Phys. 67 2 Pt. 1 (2003) 021912
44. Mormann F., Kreuz T., Andrzejak R.G., David P., Lehnertz K., and Elger C.E. Epileptic seizures are preceded by a decrease in synchronization. Epilepsy Res. 53 3 (2003) 173-185
45. Netoff T.I., and Schiff S.J. Decreased neuronal synchronization during experimental seizures. J. Neurosci. 22 16 (2002) 7297-7307
46. Nunez P.L. Neocortical dynamics of macroscopic-scale EEG measurements. IEEE Eng. Med. Biol. Mag. 17 5 (1998) 110-117
47. Nunez P.L. Toward a quantitative description of large-scale neocortical dynamic function and EEG. Behav. Brain Sci. 23 3 (2000) 371-398 (discussion 399-437)
48. Rodriguez E., George N., Lachaux J.-P., Martinerie J., Renault B., and Varela F.J. Perception's shadow: long-distance synchronization of human brain activity. Nature 397 6718 (1999) 430-433
49. Roelfsema P.R., Engel A.K., König P., and Singer W. Visuomotor integration is associated with zero time-lag synchronization among cortical areas. Nature 385 6612 (1997) 157-161
50. Rosenblum M.G., Kurths J., Pikovsky A., Schafer C., Tass P., and Abel H.H. Synchronization in noisy systems and cardiorespiratory interaction. IEEE Eng. Med. Biol. Mag. 17 6 (1998) 46-53
51. Singer W., and Gray C.M. Visual feature integration and the temporal correlation hypothesis. Annu. Rev. Neurosci. 18 (1995) 555-586
52. Srinivasan R., Russell D.P., Edelman G.M., and Tononi G. Increased synchronization of neuromagnetic responses during conscious perception. J. Neurosci. 19 13 (1999) 5435-5448
53. Stam C.J., Pijn J.P., Suffczynski P., and Lopes da Silva F.H. Dynamics of the human alpha rhythm: evidence for non-linearity?. Clin. Neurophysiol. 110 10 (1999) 1801-1813
54. Stam C.J., Breakspear M., Van Walsum A.M., and Van Dijk B.W. Nonlinear synchronization in EEG and whole-head MEG recordings of healthy subjects. Hum. Brain Mapp. 19 2 (2003) 63-78
55. Strogatz S.H. Exploring complex networks. Nature 410 6825 (2001) 268-276
56. Tallon-Baudry C., Bertrand O., and Fischer C. Oscillatory synchrony between human extrastriate areas during visual short-term memory maintenance. J. Neurosci. 21 20 (2001) RC177
57. 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 15 (1998) 3291-3294
58. Tononi G., Srinivasan R., Russell D.P., and Edelman G.M. Investigating neural correlates of conscious perception by frequency-tagged neuromagnetic responses. Proc. Natl. Acad. Sci. U. S. A. 95 6 (1998) 3198-3203
59. Vaadia E., Haalman I., Abeles M., Bergman H., Prut Y., Slovin H., and Aertsen A. Dynamics of neuronal interactions in monkey cortex in relation to behavioural events. Nature 373 6514 (1995) 515-518
60. 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 14 (2004) 5053-5057
61. Varela F.J. Resonant cell assemblies: a new approach to cognitive functions and neuronal synchrony. Biol. Res. 28 1 (1995) 81-95
62. Varela F.J., Lachaux J.-P., Rodriguez E., and Martinerie J. The brainweb: phase synchronization and large-scale integration. Nat. Rev., Neurosci. 2 4 (2001) 229-239