Exploring the dynamics of collective synchronizations in large ensembles of brain signals

Journal of Physiology Paris

Volumn 100, Issue 4, 2006, Pages 194-200

  Le Van Quyen, Michel ^a   Amor, Frédérique ^a   Rudrauf, David ^b  

^a Centre National de la Recherche Scientifique   (France)

^b UNIVERSITY OF IOWA   (United States)

Author keywords

EEG MEG; Large scale brain dynamics; Phase synchronization; Time frequency analysis

Indexed keywords

ARTICLE; BRAIN FUNCTION; CELL SYNCHRONIZATION; ELECTROENCEPHALOGRAM; HUMAN; MAGNETOENCEPHALOGRAPHY; NEUROIMAGING; NEUROMODULATION; OSCILLATION; SEIZURE; SIGNAL TRANSDUCTION; SIMULATION;

BRAIN; CORTICAL SYNCHRONIZATION; HUMANS; MAGNETOENCEPHALOGRAPHY; MODELS, NEUROLOGICAL;

EID: 34249113113     PISSN: 09284257     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.jphysparis.2007.01.006     Document Type: Article

References (38)

1. Amor F., Rudrauf D., Navarro V., N'Diaye K., Garnero L., Martinerie J., and Le Van Quyen M. Imaging brain synchrony at high spatiotemporal resolution: application to MEG signals during absence seizures. Signal Process. 85 (2005) 2101-2111
2. Baillet S., Mosher J.C., and Leahy R.M. Mapping human brain function using intrinsic electromagnetic signals. IEEE Signal Process. Mag. 18 (2001) 14-30
3. Boccaletti S., Kurths J., Osipov G., Valladares D.L., and Zhou C.S. The synchronization of chaotic systems. Phys. Rep. 366 (2002) 1-101
4. Breakspear M. 'Dynamic' connectivity in neural systems: theoretical and empirical considerations. Neuroinformatics 2 (2004) 205-226
5. Buzsaki G. Large-scale recording of neuronal ensembles. Nature Neurosci. 7 (2004) 446-451
6. 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 2 (2004) 128-140
7. Cossart R., Aronov D., and Yuste R. Attractor dynamics of network UP states in the neocortex. Nature 423 (2004) 283-288
8. Damasio A.R. Synchronous activation in multiple cortical regions: a mechanism for recall. Seminars Neurosci. 2 (1990) 287-296
9. David O., Garnero L., Cosmelli D., and Varela F.J. Estimating neural dynamics from MEG/EEG cortical current density maps: application to the reconstruction of large-scale cortical synchrony. IEEE Trans. Biomed. Eng. 49 (2002) 975-987
10. 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 (1992) 644-664
11. Flandrin, P. Representation temps-fréquence, Hermes, 1993.
12. Friston K.J. The labile brain. I. Neuronal transients and non-linear coupling. Phil. Trans. R. Soc. London B 355 (2000) 215-236
13. Hjorth B. An on-line transformation of EEG scalp potentials into orthogonal source derivations. Electroencephalogr. Clin. Neurophysiol. 39 (1975) 526-530
14. Holmes M.D., Brown M., and Tucker D.M. Are 'generalized' seizures truly generalized? Evidence of localized mesial frontal and frontopolar discharges in absence. Epilepsia 45 (2004) 1568-1579
15. Kelso J.S. Dynamic Patterns: The Self-Organization of Brain and Behavior (1995), MIT Press, Cambridge
16. Kuramoto Y. Chemical oscillations, Waves and Turbulence (1984), Springer, Berlin
17. Lachaux J.P., Rodriguez E., Martinerie J., and Varela F.J. Measuring phase-synchrony in brain signal. Human Brain Mapp. 8 (1999) 194-208
18. Lachaux J.P., Rudrauf D., and Kahane P. Intracranial EEG and human brain mapping. J. Physiol. Paris 97 (2003) 613-628
19. Le Van Quyen M. Disentangling the dynamic core: a research program for a neurodynamics at the large scale. Biol. Res. 36 (2003) 67-88
20. 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. Meth. 111 (2001) 83-98
21. Le Van Quyen M., Soss J., Navarro V., Robertson R., Chavez M., Baulac M., and Martinerie J. Preictal state identification by synchronization changes in long-term intracranial EEG recordings. Clin. Neurophysiol. 116 (2005) 559-568
22. Mallat S. A Wavelet Tour of Signal Processing (1999), Academic Press
23. McKenna T.M., McMullen T.A., and Shlesinger M.F. The brain as a dynamic physical system. Neuroscience 60 (1994) 587-605
24. Mormann F., Lehnertz K., David P., and Elger C.E. Mean phase coherence as a measure for phase synchronization and its application to the EEG of epileptic patients. Physica D 144 (2000) 358-369
25. 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 (2003) 173-185
26. Pereda E., Quian Quiroga R., and Bhattacharya J. Nonlinear multivariate analysis of neurophysiological signals. Progress Neurobiol. 77 (2005) 1-37
27. 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 (1999) 430-433
28. Rosenblum M.G., Pikovsky A.S., and Kurths J. Phase synchronization of chaotic oscillators. Phys. Rev. Lett. 76 (1996) 1804-1807
29. Rosenblum M.G., Pikovsky A.S., and Kurths J. Synchronization approach to analysis of biological systems. Fluctuation Noise Lett. 4 (2004) 53-62
30. Rudrauf D., Douiri A., Kovach C., Lachaux J.P., Cosmelli D., Chavez M., Adam C., Renault B., Martinerie J., and Le Van Quyen M. Frequency flows and the time-frequency dynamics of multivariate phase synchronization in brain signals. NeuroImage 31 (2006) 209-227
31. Stam C.J. Nonlinear dynamical analysis of EEG and MEG: Review of an emerging field. Clin. Neurophysiol. 116 (2005) 2266-2301
32. Strogatz S.H. From Kuramoto to Crawford: exploring the onset of synchronization in population sof coupled nonlinear oscillators. Physica D 143 (2000) 1-20
33. Strogatz S.H. Exploring complex networks. Nature 410 (2001) 268-276
34. 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
35. Tass P., Fieseler T., Dammers J., Dolan K., Morosan P., Majtanik M., Boers F., Muren A., Zilles K., and Fink G.R. Synchronization tomography: a method for three-dimensional localization of phase synchronized neuronal populations in the human brain using magnetoencephalography. Phys. Rev. Lett. 90 (2003) 088101
36. Tononi G., and Edelman G.M. Consciousness and complexity. Science 282 (1998) 1846-1851
37. Varela F.J., Lachaux J.-P., Rodriguez E., and Martinerie J. The brainweb: phase synchronization and large-scale integration. Nat. Rev. Neurosci. 2 (2001) 229-239
38. Winfree A.T. The Geometry of Biological Time (1980), Springer, New York