Quantification of synchronization processes by coherence and phase and its application in analysis of electrophysiological signals

International Journal of Bifurcation and Chaos in Applied Sciences and Engineering

Volumn 10, Issue 11, 2000, Pages 2565-2586

  Schack, Bärbel ^a   Rappelsberger, Peter ^b   Anders, Christoph ^a   Weiss, Sabine ^b   Möller, Eva ^a  

^a FRIEDRICH SCHILLER UNIVERSITY JENA   (Germany)

^b UNIVERSITY OF VIENNA   (Austria)

Author keywords

[No Author keywords available]

Indexed keywords

EID: 0034311262     PISSN: 02181274     EISSN: None     Source Type: Journal    
DOI: 10.1142/S0218127400001651     Document Type: Article

References (47)

1. Armitage, R., Roffwarg, H. P., Rush, A. J., Calhoun, J. S., Purdy, D. G. & Giles, D. E. [1992] "Digital period analysis of sleep EEG in depression," Biol. Psychiatry 31, 52-68.
2. Brockwell, P. J. & Davis, R. A. [1991] Time Series: Theory and Methods (Springer-Verlag, NY).
3. Cruz Martinez, A. [1989] "Conduction velocity in human muscle fibers in situ. Study in upper and lower limbs in healthy adults," Electromyogr. Clin. Neurophysiol. 29(6), 363-368.
4. Dahlhaus, R. & Giraitis, L. [1998] "On the optimal length for parameter estimates for locally stationary time series," J. Time Series Anal. 19, 629-655.
5. de Looze, M. P., Toussaint, H. M., van Dieen, J. H. & Kemper, H. C. [1993] "Joint moments and muscle activity in the lower extremities and lower back in lifting and lowering tasks," J. Biomech. 26(9), 1067-1076.
6. De Luca, C. J. [1984] "Myoelectrical manifestations of localized muscular fatigue in humans," Crit. Rev. Biomed. Eng. 11(4), 251-279.
7. De Luca, C. J. & Merletti, R. [1988] "Surface myoelectric signal cross-talk among muscles of the leg," Electroencephalogr. Clin. Neurophysiol. 69(6), 568-575.
8. Disselhorst Klug, C., Silny, J. & Rau, G. [1997] "Improvement of spatial resolution in surface-EMG: A theoretical and experimental comparison of different spatial filters," IEEE Trans. Biomed. Eng. 44(7), 567-574.
9. Duckrow, R. B. & Spencer, S. [1992] "Regional coherence and the transfer of ictal activity during seizure onset in the medial temporal lobe," Electroenceph. Clin. Neurophysiol. 82, 415-422.
10. Fuglevand, A. J., Winter, D. A., Patla, A. E. & Stashuk, D. [1992] "Detection of motor unit action potentials with surface electrodes: Influence of electrode size and spacing," Biol. Cybern. 67(2), 143-153.
11. Gandevia, S. C., Enoka, R. M., McComas, A. J., Stuart, D. G. & Thomas, C. K. [1995] "Neurobiology of muscle fatigue. Advances and issues," Adv. Exp. Med. Biol. 384, 515-525.
12. Hannan, E. J. & Kavalieris, L. [1984] "Multivariate linear time series models," Biometrika 69, 81-94.
13. Jenkins, G. M. & Watts, D. G. [1968] Spectral Analysis and Its Application (Holden Day, San Francisco).
14. Kaminski, M. J. & Blinowska, K. J. [1991] "A new method of the description of the information flow in the brain structures," Biol. Cybern. 65, 203-210.
15. Kaminski, M., Blinowska, K. J. & Szelenberger, W. [1997] "Topographic analysis of coherence and propagation of EEG activity during sleep and wakefulness," Electroenceph. Clin. Neurophysiol. 102, 216-227.
16. Kelly, E. F., Lenz, J. E., Franaszczuk, P. J. & Truong, Y. K. [1997] "A general statistical framework for frequency-domain analysis of EEG topographic structure," Comput. Biomed. Res. 30, 129-164.
17. Klimesch, W., Doppelmayr, M., Pachinger, Th. & Ripper, B. [1997] "Brain oscillations and human memory: EEG correlates in the upper alpha and theta band," Neurosci. Lett. 238, 9-12.
18. Kobayashi, K., Ohtsuka, Y., Oka, E. & Ohtara, S. [1992] "Primary and secondary bilateral synchrony in epilepsy: Differentiation by estimation of interhemispheric small time differences during short spike-wave activity," Electroenceph. Clin. Neurophysiol. 83, 93-103.
19. Kobayashi, K., Nishibayashi, N., Ohtsuka, Y., Oka, E. & Ohtara, S. [1994] "Epilepsy with electrical status epilepticus during slow sleep and secondary bilateral synchrony," Epilepsia35, 1097-1103.
20. Korzeniewska, A., Kasicki, S., Kaminski, M. & Blinowska, K. J. [1997] "Information flow between hippocampus and related structures during various types of rat's behavior," J. Neurosci. Meth. 73, 49-60.
21. Lawrence, J. H. & De Luca, C. J. [1983] "Myoelectric signal versus force relationship in different human muscles," J. Appl. Physiol. 54(6), 1653-1659.
22. Leocani, L., Toro, C., Manganotti, P., Zhuang, P. & Hallett, M. [1997] "Event-related coherence and event-related desynchronization/synchronization in the 10 Hz and 20 Hz EEG during self-paced movements," Electroenceph. Clin. Neurophysiol. 104, 199-206.
23. Locatelli, T., Cursi, M., Pranceschi, M. & Comi, G. [1998] "EEG coherence in Alzheimer's disease," Electroenceph. Clin. Neurophysiol. 106, 229-237.
24. Luttmann, A. & Jäger, M. [1998] "Discrimination between fatigue-induced and force-related EMG changes in occupational field studies," in XIIIth Annual Int. Occupational Ergonomics and Safety Conf., ed. Kumar, S. (IOS Press, Ann Arbor), pp. 218-222.
25. Nunez, P. L., Srinivasan, R., Wijesinghe, R. S., Westdorp, A. F., Tucker, D. M., Silberstein, R. B. & Cadusch, P. J. [1997] "EEG coherency I: Statistics, reference electrode, volume conduction, Laplacians, cortical imaging, and interpretation at multiple scales," Electroenceph. Clin. Neurophysiol. 103, 499-515.
26. Panjabi, M. M. [1992] "The stabilizing system of the spine. Part I. Function, dysfunction, adaptation, and enhancement," J. Spinal Disord. 5(4), 383-389.
27. Potvin, J. R. & O'Brien, P. R. [1998] "Trunk muscle co-contraction increases during fatiguing, isometric, lateral bend exertions: Possible implications for spine stability," Spine 23(7), 774-780.
28. Rappelsberger, P. [1977] "Spektrale kurzzeitanalyse stochatischer signale zur auswertung von elektroenzephalogrammen," Dissertation, Technische Universität Wien.
29. Roeleveld, K., Stegeman, D. F., Vingerhoets, H. M. & Van Oosterom, A. [1997] "Motor unit potential contribution to surface electromyography," Acta Physiol. Scand. 160(2), 175-183.
30. Rosenblum, M. G. & Kurths, J. [1998] "Analysing synchronization phenomena from bivariate data by means of the Hubert transform," in Nonlinear Analysis of Physiological Data, eds. Kantz, H., Kurths, J. & Mayer-Kress, G., Springer Series for Synergetics (Springer-Verlag, Berlin), pp. 91-99.
31. Schack, B., Grieszbach, G., Arnold, M. & Bolten, J. [1995] "Dynamic cross-spectral analysis of biological signals by means of bivariate ARMA processes with time-dependent coefficients," Med. Biol. Eng. Comput. 33, 605-610.
32. Schack, B. [1999] "Dynamic topographic spectral analysis of cognitive processes," in Model-Based Analysis of Neurophysiological Brain Functioning, ed. Uhl, Ch. (Springer-Verlag, Berlin-Heidelberg-NY), pp. 230-251.
33. Schack, B., Grieszbach, G. & Krause, W. [1999a] "The sensitivity of instantaneous coherence for considering human information processing. Part I: The relationship between mental activities and instantaneous EEG coherence," Int. J. Psychophys. 31, 219-240.
34. Schack, B., Grieszbach, G., Nowak, H. & Krause, W. [1999b] "The sensitivity of instantaneous coherence for considering human information processing. Part II: Similarities and differences between EEG and MEG coherences," Int. J. Psychophys. 31, 241-259.
35. Schürmann, M. [1998] "Mögliche funktionelle Korrelate ereigniskorrelierter α-Oszillationen im EEG," Clin. Neurophysiol. 29, 280-288.
36. Stalberg, E. [1966] "Propagation velocity in human muscle fibers in situ," Acta Physiol. Scand. Suppl. 287, 1-112.
37. Stalberg, E. & Ekstedt, J. [1968] "Variability in propagation velocity in human single muscle fibres," Electroencephalogr. Clin. Neurophysiol. 24(1), p. 90.
38. Stegeman, D. F., Dumitru, D., King, J. C. & Roeleveld, K. [1997] "Near-and far-fields: Source characteristics and the conducting medium in neurophysiology," J. Clin. Neurophysiol. 14(5), 429-442.
39. Stowell, H. [1990] "Cerebral rhythms and temporal coherence," Int. J. Neurosci. 53, 261-263.
40. Tass, P., Rosenblum, M. G., Weule, J., Kurths, J., Pikovsky, A., Volkmann, J., Schnitzler, A. & Freund, H.-J. [1998] "Detection of n : m phase locking from noisy data: Application to magnetoencephalography," Phys. Lett. 81, 3291-3294.
41. Thatcher, R. W., Toro, C., Pflieger, M. E. & Hallett, M. [1994] "Human neural network dynamics using multimodal registration of EEG, PET, and MRI," in Functional Neuroimaging: Technical Foundations, eds. Thatcher, R. W., Hallett, M. & Zeffiro, T. et al., (Academic, Orlando, FL), pp. 259-267.
42. Thatcher, R.W. [1995] "Tomographic electroencephalography/magnetoencephalography: Dynamics of human neural network switching," J. Neuroimag. 5, 35-45.
43. Weiss, S. & Rappelsberger, P. [1998] "Left frontal EEG coherence reflects modality independent language processes," Brain Topogr. 11, 33-42.
44. Weiss, S., Müller, H. M. & Rappelsberger, P. [1999] "Processing concepts and scenarios: Electrophysiologial findings on language representation," in Understanding Representation in the Cognitive Sciences, eds. Riegler, A. & Peschl, M. (Plenum Press), pp. 237-246.
45. Wolff, A. B. & Thatcher, R. W. [1990] "Cortical reorganization in deaf children," J. Clin. Exp. Neuropsychol. 12, 209-221.
46. Yamada, M., Kumagai, K. & Uchiyama, A. [1987] "The distribution and propagation pattern of motor unit action potentials studied by multichannel surface EMG," Electroenceph. Clin. Neurophysiol. 67, 395-401.
47. Yoshinaga, H., Kobayashi, K., Sato, M., Oka, E. & Ohtahara, S. [1996] "Investigation of bilateral synchronous spike-wave discharge by EEG topography," Brain Topogr. 8, 255-260.