Exploration of event-induced EEG phase synchronization patterns in cognitive tasks using a time-frequency-topography visualization system

Journal of Neuroscience Methods

Volumn 161, Issue 1, 2007, Pages 166-182

  Alba, Alfonso ^a,c   Marroquin, Jose L ^a   Peña, Joaquin ^a   Harmony, Thalia ^b   Gonzalez Frankenberger, Berta ^b  

^a CENTRO DE INVESTIGACIÓN EN MATEMÁTICAS   (Mexico)

^b CENTRO DE FÍSICA APLICADA Y TECNOLOGÍA AVANZADA   (Mexico)

^c UNIVERSIDAD AUTÓNOMA DE SAN LUIS POTOSÍ   (Mexico)

Author keywords

Bayesian classification; EEG; Markov random field; Phase synchronization; Sinusoidal filters; Time frequency topography

Indexed keywords

ACCURACY; ARTICLE; BAYES THEOREM; COGNITION; CORTICAL SYNCHRONIZATION; ELECTROENCEPHALOGRAM; EVOKED RESPONSE; FEMALE; HUMAN; HUMAN EXPERIMENT; MALE; NORMAL HUMAN; PRIORITY JOURNAL; PSYCHOPHYSIOLOGY; SCHOOL CHILD; TOPOGRAPHY; VISUAL SYSTEM;

BAYES THEOREM; BRAIN MAPPING; CEREBRAL CORTEX; CHILD; CORTICAL SYNCHRONIZATION; FEMALE; HUMANS; MALE; MODELS, NEUROLOGICAL; NEUROPSYCHOLOGICAL TESTS; PHOTIC STIMULATION; PSYCHOPHYSIOLOGY; SIGNAL PROCESSING, COMPUTER-ASSISTED; TIME FACTORS;

EID: 33847380652     PISSN: 01650270     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.jneumeth.2006.10.018     Document Type: Article

References (56)

1. Alba A, Marroquin JL, Peña J, Harmony T. Analysis and visualization of EEG event-induced dynamic synchronization patterns in cognitive tasks. Technical communication no. I-06-05/08-03-2006 (CC/CIMAT). http://www.cimat.mx/reportes/enlinea/I-06-05.zip(zipped PDF), 2006.
2. Aurenhammer F. Voronoi diagrams-a survey of a fundamental geometric data structure. ACM Comput Surv 23 3 (1991) 345-405
3. Barde L.H., and Thompson-Schill S.L. Models of functional organization of the lateral prefrontal cortex in verbal working memory: evidence in favor of the process model. J Cogn Neurosci 14 (2002) 1054-1063
4. Bastiaansen M., and Hagoort P. Event-induced theta responses as a window of the dynamics of memory. Cortex 39 (2003) 967-992
5. Bressler S.L., Coppola R., and Nakamura R. Episodic multiregional cortical coherence at multiple frequencies during visual task performance. Nature 366 (1993) 153-156
6. Bressler S.L. Large-scale cortical networks and cognition. Brain Res Rev 20 (1995) 288-304
7. Burle B., and Bonnet M. High-speed memory scanning: a behavioral argument for a serial oscillatory model. Cogn Brain Res 9 (2000) 327-337
8. David O., and Friston K.J. A neural mass model for MEG/EEG coupling and neuronal dynamics. NeuroImage 20 (2003) 1743-1755
9. 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 (invited paper). Int J Comput Cogn 1 4 (2003) 53-77
10. David O., Cosmelli D., and Friston K.J. Evaluation of different measures of functional connectivity using a neural mass model. NeuroImage 21 (2004) 659-673
11. David O., Kilner J.M., and Friston K.J. Mechanisms of evoked and induced responses in MEG/EEG. NeuroImage 31 (2006) 1580-1591
12. Fisher N.I. Statistical analysis of circular data (1995), Cambridge University Press
13. Friston K.J., Stephan K.M., and Frackowiak R.S.J. Transient phase-locking and dynamic correlations: are they the same thing?. Hum Brain Mapp 5 (1997) 48-57
14. Gabor D. Theory of communication. Proc Inst Electr Eng 93 (1946) 429-441
15. Gardner W.A. A unifying view of coherence in signal processing. Signal Process 29 (1992) 113-140 (Elsevier)
16. Gevins A., Smith M., McEvoy L., and Yu D. High-resolution EEG mapping of cortical activation related to working memory: effects of task difficulty, type of processing, and practice. Cereb Cortex 7 (1997) 374-385
17. Gross J., Kujala J., Hämäläinen M., Timmermann L., Schnitzler A., and Salmelin R. Dynamic imaging of coherent sources: Studying neural interactions in the human brain. PNAS 98 2 (2001) 694-699
18. Guerrero J.A., Marroquin J.L., Rivera M., and Quiroga J.A. Adaptive monogenic filtering and normalization of ESPI fringe patterns. Opt Lett 30 22 (2005) 3018-3020
19. Haalman I., and Vaadia E. Dynamics of neuronal interactions: relation to behavior, firing rates, and distance between neurons. Hum Brain Mapp 5 4 (1998) 249-253
20. Harmony T., Fernandez T., Fernandez-Bouzas A., Silva-Pereyra J., Bosch J., and Diaz-Comas L. EEG changes during word and figure categorization. Clin Neurophys 112 (2001) 1486-1498
21. Harmony T., Fernandez T., Gersenowies J., Galan L., Fernandez-Bouzas A., and Aubert E. Specific EEG frequencies signal general common cognitive processes as well as specific task processes in man. Int J Psychophysiol 53 (2004) 207-216
22. Hebb D.O. The organization of behaviour (1949), Wiley, New York
23. Jensen O., Idiart M.A., and Lisman J.E. Physiologically realistic formation of autoassociative memory in networks with theta/gamma oscillations: role of fast NMDA channels. Learn Mem 3 (1996) 243-256
24. Junghöfer M., Elbert T., Tucker D.M., and Braun C. The polar average reference effect: a bias in estimating the head surface integral in EEG recording. Clin Neurophysiol 10 6 (1999) 1149-1155
25. Kirschfeld K. The physical basis of alpha waves in the electroencephalogram and the origin of the "Berger effect". Biol Cybern 92 (2005) 177-185
26. Klimesch W. EEG alpha and theta oscillations reflect cognitive and memory performance: a review and analysis. Brain Res Rev 29 (1999) 169-195
27. Klimesch W., Schack B., Schabus M., Doppelmayr M., Gruber W., and Sauseng P. Phase-locked alpha and theta oscillations generate the P1-N1 complex and are related to memory performance. Cogn Brain Res 19 (2004) 302-316
28. Lachaux J.P., Rodriguez E., Martinerie J., and Varela F.J. Measuring phase synchrony in brain signals. Hum Brain Mapp 8 (1999) 194-208
29. Lachaux J.P., Rodriguez E., Le Van Quyen M., Martinerie J., and Varela F.J. Studying single-trials of phase-synchronous activity in the brain. Int J Bifur Chaos 10 (2000) 2429-2439
30. Law S.K., Nunez P.L., and Wijesinghe R.S. High-resolution EEG using spline generated surface Laplacians on spherical and ellipsoidal surfaces. IEEE Trans Biomed Eng 40 2 (1993) 145-153
31. Lopes da Silva F.H. Neural mechanisms underlying brain waves: from neural membranes to networks. Electroencephalogr Clin Neurophysiol 79 (1991) 81-93
32. Marroquin J.L., Mitter S., and Poggio T. Probabilistic solution of ill-posed problems in computational vision. J Am Stat Assoc 82 (1987) 76-89
33. Marroquin J.L., and Figueroa J.E. Robust quadrature filters. J Opt Soc Am 14 4 (1997) 779-791
34. Marroquin J.L., Velasco F.A., Rivera M., and Nakamura M. Gauss-Markov measure field models for low-level vision. IEEE Trans Pattern Anal Mach Int 23 4 (2001) 337-348
35. Marroquin J.L., Harmony T., Rodriguez V., and Valdes P. Exploratory EEG data analysis for psychophysiological experiments. NeuroImage 21 (2004) 991-999
36. Mizuhara H., Wang L., Kobayashi K., and Yamaguchi Y. Long-range EEG phase synchronization during an arithmetic task indexes a coherent cortical network simultaneously measured by fMRI. NeuroImage 27 3 (2005) 553-563
37. Morecraft R.J., Geula C., and Mesulam M.M. Architecture of connectivity within a cingulo-fronto-parietal neurocognitive network for directed attention. Arch Neurol 50 3 (1993) 279-284
38. Nunez P.L. Neocortical dynamics and human EEG rhythms (1995), Oxford University Press
39. Nunez P.L., Srinivasan R., Westdorp A.F., Wijesinghe R.S., Tucker D.M., and Silberstein R.B. EEG coherency I: statistics, reference electrode, volume conduction, Laplacians, cortical imaging, and interpretation at multiple scales. Electroencephalogr Clin Neurophysiol 103 (1997) 499-515
40. Nunez P.L. Toward a quantitative description of large-scale neocortical dynamic function and EEG. Behav Brain Sci 23 (2000) 371-437
41. Perrin F., Pernier J., Bertrand O., and Echallier J.F. Spherical splines for scalp potential and current density mapping. Electroencephalogr Clin Neurophysiol 72 (1989) 184-187
42. Perrin F., Pernier J., Bertrand O., and Echallier J.F. Corrigenda: EEG 02274. Electroencephalogr Clin Neurophysiol 76 (1990) 565
43. Pfurtscheller G. Graphical display and statistical evaluation of event-related desynchronization (ERD). Electroencephalogr Clin Neurophysiol 43 (1977) 757-760
44. Pfurtscheller G. Event-related synchronization: an electrophysiological correlate of cortical areas at rest. Electroencephalogr Clin Neurophysiol 83 (1992) 62-69
45. Pfurtscheller G., and Lopes da Silva F.H. Event-related EEG/MEG synchronization and desynchronization: basic principles. Clin Neurophysiol 110 (1999) 1842-1857
46. 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
47. Quintana J., and Fuster J.M. From perception to action: temporal integrative functions of prefrontal and parietal neurons. Cereb Cortex 9 (1999) 213-221
48. Rhom D., Klimesch W., Haider H., and Doppelmayr M. The role of theta and alpha oscillations for language comprehension in the human electroencephalogram. Neurosci Lett 310 (2001) 137-140
49. 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
50. Sarnthein J., Petsche H., Rappelsberger P., Shaw G.L., and Von Stein A. Synchronization between prefrontal and posterior association cortex during human working memory. Proc Natl Acad Sci USA 95 (1998) 7092-7096
51. Silverman B.W. Density estimation for statistics and data analysis (1986), Chapman and Hall, London
52. Singer W. Synchronization of cortical activity and its putative role in information processing and learning. Ann Rev Physiol 55 (1993) 349-374
53. Tallon-Baudry C., Bertrand O., Delpuech C., and Pernier J. Oscillatory g-band (30-70 Hz) activity induced by a visual task in humans. J Neuroscience 15 (1997) 722-734
54. Tallon-Baudry C., Bertrand O., and Fisher C. Oscillatory synchrony between human extrastriate areas during visual short-term memory maintenance. J Neurosci 15 (2001) RC177
55. Ungerleider L.G., Courtney S.M., and Haxby J.V. A neural system for human visual working memory. Proc Natl Acad Sci USA 95 (1998) 883-890
56. 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