Optimal brain network synchrony visualization: Application in an alcoholism paradigm

Annual International Conference of the IEEE Engineering in Medicine and Biology - Proceedings

Volumn , Issue , 2007, Pages 4285-4288

  Sakkalis, Vangelis ^a   Tsiaras, Vassilis ^a   Zervakis, Michalis ^b   Tollis, Ioannis ^a  

^a INSTITUTE OF COMPUTER SCIENCE   (Greece)

^b TECHNICAL UNIVERSITY OF CRETE   (Greece)

Author keywords

[No Author keywords available]

Indexed keywords

GRAPH THEORY; NONLINEAR SYSTEMS; SIGNAL PROCESSING; SYNCHRONIZATION;

COUPLING DYNAMICS; OPTIMAL BRAIN NETWORK SYNCHRONY VISUALIZATION; SIGNAL SYNCHRONIZATION; TASK-PERFORMING DYNAMICAL NETWORKS;

ELECTROENCEPHALOGRAPHY;

ALCOHOLISM; ALPHA RHYTHM; ARTICLE; BETA RHYTHM; BIOLOGICAL MODEL; BRAIN; CORTICAL SYNCHRONIZATION; HUMAN; METHODOLOGY; NERVE CELL NETWORK; PATHOPHYSIOLOGY; VISION;

ALCOHOLISM; ALPHA RHYTHM; BETA RHYTHM; BRAIN; CORTICAL SYNCHRONIZATION; HUMANS; MODELS, BIOLOGICAL; NERVE NET; VISUAL PERCEPTION;

EID: 57649199608     PISSN: 05891019     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/IEMBS.2007.4353283     Document Type: Conference Paper

References (13)

1. G. Winterer, M.A. Enoch, K.V. White, M. Saylan, R. Coppola, and D. Goldman, "EEG phenotype in alcoholism: increased coherence in the depressive subtype," Acta Psychiatr Scand., Vol. 108, No. 1, pp. 5160, 2003.
2. E.A. de Bruin, C.J. Stam, S. Biji, M.N. Verbaten, and J.L. Kenemans, "Moderate-to-heavy alcohol intake is associated with differences in synchronization of brain activity during rest and mental rehearsal," Int. J. Psychophysiol, Vol. 60, pp. 304-314, 2006.
3. V. Sakkalis, C.D.Giurcǎneanu, P. Xanthopoulos, M. Zervakis, Y. Yang, and S. Micheloyannis, "Assessment of linear and non-linear EEG synchronization measures for evaluating mild epileptic signal patterns," Proceedings of the International Special Topic Conference on Information Technology in Biomedicine (ITAB 2006), Ioannina, Greece, October, 2006.
4. F. Mormann, K. Lehnertz, P. David, and C. Elger, "Mean phase coherence as a measure for phase synchronization and its application to the EEG of epilepsy patients," Physica D, vol. 144, pp. 358-369, 2000.
5. R. Quian Quiroga, A. Kraskov, T. Kreuz, P. Grassberger, "Performance of different synchronization measures in real data: a case study on electroencephalographic signals," Phys. Rev. E, vol. 65, no. 041903, 2002.
6. F. Varela, J.P. Lachaux, E. Rodriguez, and J. Martinerie, "The brainweb: phase synchronization and large-scale integration," Nat. Rev. Neurosci., vol. 2, pp. 229-239, 2001.
7. A.A. Fingelkurts and S. Kähkönen, "Functional connectivity in the brain-is it an elusive concept?," Neurosci. Biobehav. Reviews, vol. 28, pp. 827-836, 2004.
8. th Annual Int. Conf. of the IEEE Eng. in Medicine and Biology Society, New York, USA, August, 2006.
9. J.P. Onnela, J. Saramaki, J. Kertesz, and K. Kaski, "Intensity and coherence of motifs in weighted complex networks," Phys. Rev. E, Vol. 71, No. 065103, 2005.
10. V. Sakkalis, M. Zervakis, and S. Micheloyannis, "Significant EEG Feature Selection for the Evaluation of Cognitive Task Complexity Functions", Brain Topography, Vol. 19, No. 1-2, pp. 53-60, 2006.
11. F. Takens, D.A. Rand, and L.S. Young, "Detecting strange attractors in turbulence," Dynamical systems and Turbulence, Lecture Notes in Mathematics, vol. 898, pp. 366-381, 1981.
12. R.G. Andrzejak, A. Kraskov, H. Stogbauer, F. Mormann, T. Kreuz, "Bivariate surrogate techniques: necessity, strengths, and caveats," Phys. Rev. E, vol. 68, issue 6, no. 066202, 2003.
13. X.L. Zhang, H. Begleiter, B. Porjesz, W. Wang, and A. Litke "Event related potentials during object recognition tasks," Brain Res. Bulletin, Vol. 38, No 6, pp. 531-538, 1995.