Morphology and dynamic repertoire of EEG short-term spectral patterns in rest: Explorative study

Neuroscience Research

Volumn 66, Issue 3, 2010, Pages 299-312

  Fingelkurts, Alexander A ^a   Fingelkurts, Andrew A ^a  

^a VTT TECHNICAL RESEARCH CENTRE OF FINLAND   (Finland)

Author keywords

Electroencephalogram (EEG); Multiple EEG oscillations; Resting conditions; Short term spectral patterns

Indexed keywords

ADULT; ALPHA RHYTHM; ARTICLE; BRAIN FUNCTION; DELTA RHYTHM; ELECTROENCEPHALOGRAM; EXPERIMENTAL STUDY; EXPLORATORY RESEARCH; EYELID CLOSURE; HUMAN; HUMAN EXPERIMENT; MALE; NORMAL HUMAN; PRIORITY JOURNAL; REST; THETA RHYTHM;

ADULT; ALPHA RHYTHM; BRAIN; DELTA RHYTHM; ELECTROENCEPHALOGRAPHY; HUMANS; MALE; PHOTIC STIMULATION; PROBABILITY; REST; THETA RHYTHM; TIME FACTORS; VISUAL PERCEPTION; YOUNG ADULT;

EID: 77049093926     PISSN: 01680102     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.neures.2009.11.014     Document Type: Article

References (135)

1. Allen J.J.B., Urry H.L., Hitt S.K., Coan J.A. The stability of resting frontal electroencephalographic asymmetry in depression. Psychophysiology 2004, 41:269-280.
2. Arieli A., Sterkin A., Grinvald A., Aertsen A. Dynamics of ongoing activity: explanation of the large variability in evoked cortical responses. Science 1996, 273:1868-1871.
3. Babiloni C., Miniussi C., Babiloni F., Carducci F., Cincotti F., Del Percio C., Sirello G., Fracassi C., Nobre A.C., Rossini P.M. Sub-second "temporal attention" modulates alpha rhythms. A high-resolution EEG study. Brain Res. Cogn. Brain. Res. 2004, 19:259-268.
4. Ball T., Demandt E., Mutschler I., Neitzel E., Mehring C., Vogt K., Aertsen A., Schulze-Bonhage A. Movement related activity in the high gamma range of the human EEG. NeuroImage 2008, 41:302-310.
5. Barlow J.S. Methods of analysis of nonstationary EEGs, with emphasis on segmentation techniques: a comparative review. J. Clin. Neurophysiol. 1985, 2:267-304.
6. Basar E. Memory and Brain Dynamics: Oscillations Integrating Attention, Perception, Learning, and Memory 2004, CRC Press, p. 261.
7. Basar E., Guntekin B. The key role of alpha activity in "creative evolution" Int. J. Psychophysiol. 2006, 61:313-314.
8. Basar E., Basar-Eroglu C., Karakas S., Schurmann M. Are cognitive processes manifested in event-related gamma, alpha, theta and delta oscillations in the EEG?. Neurosci. Lett. 1999, 259:165-168.
9. Basar E., Basar-Eroglu C., Karakas S., Schurmann M. Brain oscillations in perception and memory. Int. J. Psychophysiol. 2000, 35:95-124.
10. Basar E., Basar-Eroglu C., Karakas S., Schurmann M. Gamma, alpha, delta, and theta oscillations govern cognitive processes. Int. J. Psychophysiol. 2001, 39:241-248.
11. Basar E., Özgören M., Karakas S., Basar-Eroglu C. Super-synergy in the brain: the grandmother percept is manifested by multiple oscillations. Int. J. Bifurcat. Chaos 2004, 14:453-491.
12. Becker D., Creutzfeldt O.D., Schwibbe M., Wuttke W. Changes in physiological, EEG and psychological parameters in women during the spontaneous menstrual cycle and following oral contraceptives. Psychoneuroendocrinology 1982, 7:75-90.
13. Begleiter H., Porjesz B. Genetics of human brain oscillations. Int. J. Psychophysiol. 2006, 60:162-171.
14. Bhattacharya J. Reduced degree of long-range phase synchrony in pathological human brain. Acta Neurobiol. Exp. 2001, 61:309-318.
15. Bodenstein G., Praetorius H.M. Feature extraction from the electroencephalogram by adaptive segmentation. Proc. IEEE 1977, 65:642-652.
16. Bodunov M.V. Individual-typologic features of EEG structure. Zh. Vyssh. Nerv. Deiat. (J. High Nerve Activity) 1985, 35(6):1045-1052. (in Russian).
17. Bressler S.L., Keslo J.A.S. Cortical coordination dynamics and cognition. Trends Cogn. Sci. 2001, 5(1):26-36.
18. Bruns A., Eckhorn R., Jokeit H., Ebner A. Amplitude envelope correlation detects coupling among incoherent brain signals. Neuroreport 2000, 11:1509-1514.
19. Bullock T.H. Signals and signs in the nervous system: the dynamic anatomy of electrical activity. PNAS 1997, 94:1-6.
20. Bullock T.H., McClune M.C., Enright J.T. Are the EEGs mainly rhythmic? Assessment of periodicity in wide-band time series. Neuroscience 2003, 121(1):233-252.
21. Chabot R.J., Merkin H., Wood L.M., Davenport T.L., Serfontein G. Sensitivity and specificity of qEEG in children with attention deficit or specific developmental learning disorders. Clin. Electroencephalogr. 1996, 27(1):26-34.
22. Chabot R.J., di Michele F., Prichep L., John E.R. The clinical role of computerized EEG in the evaluation and treatment of learning and attention disorders in children and adolescents. J. Neuropsychiatry Clin. Neurosci. 2001, 13:171-186.
23. Coan J.A., Allen J.J.B. Frontal EEG asymmetry as a moderator and mediator of emotion. Biol. Psychol. 2004, 67:7-49.
24. Coan J.A., Allen J.J.B., Harmon-Jones E. Voluntary facial expression and hemispheric asymmetry over the frontal cortex. Psychophysiology 2001, 38:912-925.
25. Cohen D., Cuffin B.N., Yunokuchi K., Maniewski R., Purcell C., Cosgrove G.R., Ives J., Kennedy J., Schomer D. MEG versus EEG localization test using implanted sources in the human brain. Ann. Neurol. 1990, 28:811-817.
26. Cook I.A., O'Hara R., Uijtdehaage S.H., Mandelkern M., Leuchter A.F. Assessing the accuracy of topographic EEG mapping for determining local brain function. Electroencephalogr. Clin. Neurophysiol. 1998, 107:408-414.
27. Cooper N., Croft R.J., Dominey S.J.J., Burgess A.P., Gruzelier J.H. Paradox lost? Exploring the role of alpha oscillations during externally vs. internally directed attention and the implications for idling and inhibition hypotheses. Int. J. Psychophysiol. 2003, 47:65-74.
28. Corsi-Cabrera M., Herrera P., Malvido M. Correlation between EEG and cognitive abilities: sex differences. Int. J. Neurosci. 1989, 45:133-141.
29. David O., Friston K.J. A neural mass model for MEG/EEG: coupling and neuronal dynamics. NeuroImage 2003, 20:1743-1755.
30. Doppelmayr M., Klimesch W., Schwaiger J., Auinger P., Winkler T. Theta synchronization in the human EEG and episodic retrieval. Neurosci. Lett. 1998, 257:41-44.
31. Dumermuth H.G., Molinari L. Spectral analysis of the EEG. Some fundamentals revisited and some open problems. Neuropsychobiology 1987, 17:85-99.
32. Effern A., Lehnertz K., Fernandez G., Grunwald T., David P., Elger C.E. Single trial analysis of event related potentials: non-linear de-noising with wavelets. Clin. Neurophysiol. 2000, 111:2255-2263.
33. Ferree T.C., Luu P., Russell G.S., Tucker D.M. Scalp electrode impedance, infection risk, and EEG data quality. Clin. Neurophysiol. 2001, 112:536-544.
34. Fingelkurts An.A., Fingelkurts Al.A. Operational Architectonics of the human brain biopotential field: Towards solving the mind-brain problem. Brain Mind 2001, 2(3):261-296.
35. Fingelkurts An.A., Fingelkurts Al.A. Brain-mind operational architectonics imaging: technical and methodological aspects. Open Neuroimag. J. 2008, 2:73-93.
36. Fingelkurts Al.A., Fingelkurts An.A., Grin' E.Yu. Ermolaev V.A. Kaplan A.Ya., 2000. Adaptive classification of EEG spectral patterns: The comparison between healthy subjects and patients with different brain pathology //Vestnik Moskovskogo Universiteta (Bulletin of Moscow University). Series 16, Biology, No 4, P. 3-11 (in Russian).
37. Fingelkurts Al.A., Fingelkurts An.A., Krause C.M., Sams M. Probability interrelations between pre-/post-stimulus intervals and ERD/ERS during a memory task. Clin. Neurophysiol. 2002, 113:826-843.
38. Fingelkurts Al.A., Fingelkurts An.A., Kaplan A.Ya. The regularities of the discrete nature of multi-variability of EEG spectral patterns. Int. J. Psychophysiol. 2003, 47(1):23-41.
39. Fingelkurts Al.A., Fingelkurts An.A., Krause C.M., Kaplan A.Ya. Systematic rules underlying spectral pattern variability: experimental results and a review of the evidences. Int. J. Neurosci. 2003, 113:1447-1473.
40. Fingelkurts Al.A., Fingelkurts An.A., Kivisaari R., Pekkonen E., Ilmoniemi R.J., Kähkönen S. The interplay of lorazepam-induced brain oscillations: microstructural electromagnetic study. Clin. Neurophysiol. 2004, 115:674-690.
41. Fingelkurts Al.A., Fingelkurts An.A., Ermolaev V.A., Kaplan A.Ya. Stability, reliability and consistency of the compositions of brain oscillations. Int. J. Psychophysiol. 2006, 59(2):116-126.
42. Fingelkurts Al.A., Fingelkurts An.A., Kaplan A.Ya. Interictal EEG as a physiological adaptation. Part I: composition of brain oscillations in interictal EEG. Clin. Neurophysiol. 2006, 117(1):208-222.
43. Fingelkurts Al.A., Fingelkurts An.A., Kaplan A.Ya. Interictal EEG as a physiological adaptation. Part II. Topographic variability of composition of brain oscillations in interictal EEG. Clin. Neurophysiol. 2006, 117(4):789-802.
44. Fingelkurts Al.A., Fingelkurts An.A., Rytsala H., Suominen K., Isometsä E., Kähkönen S. Composition of brain oscillations in ongoing EEG during major depression disorder. Neurosci. Res. 2006, 56(2):133-144.
45. Fingelkurts An.A., Fingelkurts Al.A., Rytsala H., Suominen K., Isometsä E., Kähkönen S. Impaired functional connectivity at EEG alpha and theta frequency bands in major depression. Hum. Brain Mapp. 2007, 28(3):247-261.
46. Freeman W.J. The wave packet: an action potential for the 21st Century. J. Integr. Neurosci. 2003, 2:3-30.
47. Gasser T., Bacher P., Steinberg H. Test-retest reliability of spectral parameters of the EEG. Electroencephalogr. Clin. Neurophysiol. 1985, 60:312-319.
48. Gevins A., Leong H., Smith M.E., Le J., Du R. Mapping cognitive brain function with modern high-resolution electroencephalography. Trends Neurosci. 1995, 18:429-436.
49. Gevins A., Smith M.E., McEvoy L., Yu D. High resolution EEG mapping of cortical activation related to working memory: effects of task difficulty, type of processing, and practice. Cereb. Cortex 1997, 7:374-385.
50. Herscovitch P. Radiotracer techniques for functional neuroimaging with positron emission tomography. Functional Neuroimaging: Technical Foundations 1994, Academic Press, San Diego. R.W. Thatcher, M. Halletr, T. Zeffro, E.R. John, M. Huerta (Eds.).
51. Hilfiker P., Egli M. Detection and evolution of rhythmic components in ictal EEG using short segment spectra and discriminant analysis. Electroencephr. Clin. Neurophysiol. 1992, 82:255-265.
52. Horita M., Takizawa Y., Wada Y., Futamata H., Hashimoto T. Sex differences in EEG background activity: a study with quantitative analysis in normal adults. Rinsho Byori 1995, 43(2):177-180.
53. Ingber L. Statistical mechanics of neocortical interactions: a scaling paradigm applied to electroencephalography. Phys. Rev. A 1991, 44(6):4017-4060.
54. Inouye T., Shinosaki K., Sakamoto H., Toi S., Ukai S., Iyama A., Katsuda Y., Hirano M. Quantification of EEG irregularity by use of the entropy of the power spectrum. Electroencephalogr. Clin. Neurophysiol. 1991, 79:204-210.
55. Inouye T., Toi S., Matsumoto Y. A new segmentation method of electroencephalograms by use of Akaike's information criterion. Brain Res. Cogn. Brain. Res. 1995, 3:33-40.
56. Jalili M., Lavoie S., Deppen P., Meuli R., Do K.Q., Cuénod M., Hasler M., De Feo O., Knyazeva M.G. Dysconnection topography in schizophrenia revealed with state-space analysis of EEG. PLoS ONE 2007, 2(10):e1059. 10.1371/journal.pone.0001059.
57. Jansen B.H., Cheng W.-K. Structural EEG analysis: an explorative study. Int. J. Biomed. Comput. 1988, 23:221-237.
58. Jung R. Neurophysiologishe Untersuchungsmethoden. Handbuch der Inneren Medizin 1953, vol. 1:1216-1325. Springer, Berlin.
59. Kalton G. Introduction to Survey Sampling (Quantitative Applications in the Social Sciences) 1983, Sage Publications, Inc.
60. Kaplan A.Ya. Nonstationary EEG: methodological and experimental analysis. Usp. Physiol. Nayk (Success Physiol. Sci.) 1998, 29:35-55. (in Russian).
61. Kaiser D.A. QEEG. State of the art, or state of confusion. J. Neurotherapy 1530-017X 2000, 4(2):57-75.
62. Keidel M., Keidel W.-D., Tirsch W.S., Poppl S.J. Studying temporal order in human CNS by menas of 'runing' frequency and coherence analysis. Temporal Disorder in Human Oscillatory Systems. Springer Series in Synergetics 1987, vol. 36:57-68. Springer, Berlin/Heidelberg/New York.
63. Klimesch W. Memory processes, brain oscillations and EEG synchronization. Int. J. Psychophysiol. 1996, 24(1-2):61-100.
64. Klimesch W. EEG alpha and theta oscillations reflect cognitive and memory performance: a review and analysis. Brain Res. Rev. 1999, 29:169-195.
65. Klimesch W. Event-related band power changes and memory performance. Event-related desynchronization and related oscillatory phenomena of the brain. Handbook of Electroencephalography and Clinical Neurophysiology 1999, vol. 6:151-178. Elsevier, Amsterdam. Revised edition.
66. Klimesch W. Interindividual differences in oscillatory EEG activity and cognitive performance. The Cognitive Neuroscience of Individual Differences 2003, BIS, Oldenburg. I. Reinvang, M. Greenlee, M. Herrmann (Eds.).
67. Klimesch W., Doppelmayr M., Wimmer H., Gruber W., Rohm D., Schwaiger J., Hutzler F. Alpha and beta band power changes in normal and dyslexic children. Clin. Neurophysiol. 2001, 112:1186-1195.
68. Klimesch W., Schack B., Sauseng P. The functional significance of theta and upper alpha oscillations. Exp. Psychol. 2005, 52(2):99-108.
69. Knyazev G.G. Motivation, emotion, and their inhibitory control mirrored in brain oscillations. Neurosci. Biobehav. Rev. 2007, 31:377-395.
70. Lakatos P., Shah A.S., Knuth K.H., Ulbert I., Karmos G., Schroeder C.E. An oscillatory hierarchy controlling neuronal excitability and stimulus processing in the auditory cortex. J. Neurophysiol. 2005, 94:1904-1911.
71. Laskaris N.A., Ioannides A.A. Exploratory data analysis of evoked response single trials based on minimal spanning tree. Clin. Neurophysiol. 2001, 112:698-712.
72. Lazarev V.V. The relationship of theory and methodology in EEG studies of mental activity. Int. J. Psychophysiol. 2006, 62:384-393.
73. Leahy R.M., Mosher J.C., Spencer M.E., Huang M.X., Lewine J.D. A study of dipole localization accuracy for MEG and EEG using a human skull phantom. Electroencephalogr. Clin. Neurophysiol. 1998, 107:159-173.
74. Lehmann D., Faber P.L., Galderisi S., Herrmann W.M., Kinoshita T., Koukkou M., Mucci A., Pascual-Marqui R.D., Saito N., Wackermann J., Winterer G., Koeni T. EEG microstate duration and syntax in acute, medication-naive, first-episode schizophrenia: a multi-center study. Psychiatry Res.: Neuroimaging 2005, 138:141-156.
75. Leopold D.A., Murayama Y., Logothetis N.K. Very slow activity fluctuations in monkey visual cortex: implications for functional imaging. Cereb. Cortex 2003, 13:422-433.
76. Levy W.J. Effect of epoch length on power spectrum analysis of the EEG. Anesthesiology 1987, 66(4):489-495.
77. Livanov M.N. Electroencephalogram rhythms and their functional significance. Gurnal Vischei Nervnoi Deyatelnosty (J. High Nerve Activity) 1984, 34:613-626. (in Russian).
78. Lopes da Silva L.M. Neural mechanism underlying brain waves: from neural membranes to networks. Electroencephalogr. Clin. Neurophysiol. 1991, 79:81-93.
79. Lopes Da Silva F.H. The generation of electric and magnetic signals of the brain by local networks. Comprehensive Human Physiology 1996, vol. 1:509-528. Springer-Verlag.
80. Mantini D., Perrucci M.G., Del Gratta C., Romani G.L., Corbetta M. Electrophysiological signatures of resting state networks in the human brain. PNAS 2007, 104(32):13170-13175.
81. Meshkova T.A. The Role of Environment and Heredity in Formation of Human Individuality 1988, Pedagogica, Moscow, 335 pp. (Chapter III). I.V. Ravich-Shcherbo (Ed.).
82. McEwen J.A., Anderson G.B. Modeling the stationarity and gaussianity of spontaneous electroencephalographic activity. IEEE Trans. Biomed. Eng. 1975, 22(5):361-369.
83. Michel C.M., Lehmann D., Henggeler B., Bandeis D. Localization of the sources of EEG delta, theta, alpha, and beta frequency bands using the FFT dipole approximation. Electroencephalogr. Clin. Neurophysiol. 1992, 82:38-44.
84. Miller L.M., Schreiner C.E. Stimulus-based state control in the thalamocortical system. J. Neurosci. 2000, 20:7011-7016.
85. Moran R.J., Kiebel S.J., Stephan K.E., Reilly R.B., Daunizeau J., Friston K.J. A neural mass model of spectral responses in electrophysiology. NeuroImage 2007, 37(3):706-720.
86. Muller, U.A., 1993. Statistics of variables observed over overlapping intervals. Working Paper from Olsen and Associates No 1993-06-18, November 30, p 10. File URL: http://www.olsen.ch/fileadmin/Publications/Working_Papers/931130-intervalOverlap.pdf.
87. Muthuswamy J., Thakor N.V. Spectral analysis methods for neurological signals. J. Neurosci. Methods 1998, 83:1-14.
88. Niedermeyer E., Lopes da Silva F.H. Electroencephalography: Basic Principles, Clinical Applications and Related Fields 1999, Lippincott Williams & Wilkins, Philadelphia.
89. Nunez P.L. Neocortical Dynamics and Human EEG rhythms 1995, Oxford Univ. Press, New York.
90. Nunez P.L. Toward a quantitative description of large-scale neocortical dynamic function and EEG. Behav. Brain Sci. 2000, 23(3):371-437.
91. Nunez P.L., Wingeier B.M., Silberstein R.B. Spatial-temporal structures of human alpha rhythms: theory, microcurrent sources, multiscale measurements, and global binding of local networks. Hum. Brain Mapp. 2001, 13:125-164.
92. Pereda E., Gamundi A., Nicolau M.C., Rial R., Gonzalez Interhemispheric differences in awake and sleep human EEG: a comparison between nonlinear and spectral measures. Neurosci. Lett. 1999, 263:37-40.
93. Perez Velazquez J.L., Wennberg R. Metastability of brain states and the many routes to seizures: numerous causes same result. Recent Research Developments in Biophysics 2004, vol. 3:25-59. Transworld Research Network, Kerala.
94. Perneger T.V. What is wrong with Bonferroni adjustments. Br. Med. J. 1998, 136:1236-1238.
95. Pfurtscheller G., Lopes da Silva F.H. Event-related EEG/MEG synchronisation and desynchronisation: basic principles. Clin. Neurophysiol. 1999, 110:1842-1857.
96. Prichep L.S., John E.R., Ferris S.H., Rausch L., Fangd Z. Prediction of longitudinal cognitive decline in normal elderly with subjective complaints using electrophysiological imaging. Neurobiol. Aging 2006, 27:471-481.
97. Priestley M.B. Spectral Analysis and Time Series 1981, Academic Press.
98. Propping P., Kruger J., Jonah A. Effect of alcohol on genetically determined variants of the normal electroencephalogram. Psychiatry Res. 1980, 2:85-98.
99. Pulvermüller F., Preissl H., Lutzenberger W., Birbaumer N. Spectral responses in the gamma-band: physiological signs of higher cognitive processes?. Neuroreport 1995, 6:2057-2064.
100. Quian Quiroga R., Rosso O.A., Basar E., Schurmann M. Wavelet entropy in event-related potentials: a new method shows ordering of EEG oscillations. Biol. Cybern. 2001, 84:291-299.
101. Raichle M.E., Snyder A.Z. A default mode of brain function: a brief history of an evolving idea. NeuroImage 2007, 37(4):1083-1090.
102. Raichle M.E., MacLeod A.M., Snyder A.Z., Powers W.J., Gusnard D.A., Shulman G.L. A default mode of brain function. Proc. Natl. Acad. Sci. U.S.A. 2001, 98:676-682.
103. Riley W.J. Techniques for frequency stability analysis. IEEE International Frequency Control Symposium 2003.
104. Robinson P.A., Rennie C.J., Wright J.J., Bahramali H., Gordon E., Rowe D.L. Prediction of electroencephalographic spectra from neurophysiology. Phys. Rev. E 2001, 63:021903-1-021903-18.
105. Rossini P.M., Percio C.D., Pasqualetti P., Cassetta E., Binetti G., Forno G.D., Ferreri F., Frisoni G., Chiovenda P., Miniussi C., Parisi L., Tombini M., Vecchio F., Babiloni C. Conversion from mild cognitive impairment to Alzheimer's disease is predicted by sources and coherence of brain electroencephalography rhythms. Neuroscience 2006, 143:793-803.
106. Rossini P.M., Buscema M., Capriotti M., Grossi E., Rodriguez G., Percio C.D., Babiloni C. Is it possible to automatically distinguish resting EEG data of normal elderly vs. mild cognitive impairment subjects with high degree of accuracy?. Clin. Neurophysiol. 2008, 119(7):1534-1545.
107. Rothman K.J. No adjustments are needed for multiple comparisons. Epidemiology 1990, 1:43-46.
108. Sauseng P., Klimesch W., Doppelmayr M., Pecherstorfer T., Freunberger R., Hanslmayr S. EEG alpha synchronization and functional coupling during top-down processing in a working memory task. Hum. Brain Mapp. 2005, 26(2):148-155.
109. Sauseng P., Klimesch W., Stadler W., Schabus M., Doppelmayr M., Hanslmayr S., Gruber W.R., Birbaumer N. A shift of visual spatial attention is selectively associated with human EEG alpha activity. Eur. J. Neurosci. 2005, 22:2917-2926.
110. Simon, O., (Simonova, O.) 1977. Das Elektroenzephalograramm. Urban & Schwarzenberg, Munich.
111. Smith M.J., Adams L.F., Schmith P.J., Rubinow D.R., Wassermann E.M. Effects of ovarian hormones on human cortical excitability. Ann. Neurol. 2002, 51:599-603.
112. Sokolov E.N. Higher nervous functions: the orienting reflex. Annu. Rev. Physiol. 1963, 25:545-580.
113. Solís-Ortiz S., Ramos J., Arce C., Guevara M.A., Corsi-Cabrera M. EEG oscillations during menstrual cycle. Int. J. Neurosci. 1994, 76(3-4):279-292.
114. Stassen H.H. The similarity approach to EEG analysis. Meth. Inform. Med. 1985, 24:200-212.
115. Stassen H.H., Lykken D.T., Propping P., Bomben G. Genetic determination of the human EEG. Survey of recent results on twins reared together and apart. Hum. Genet. 1988, 80:165-176.
116. Steriade M. Corticothalamic resonance, states of vigilance and mentation. Neuroscience 2000, 101:243-276.
117. Stern J.M., Engel Atlas of EEG patterns 2004, Williams & Wilkins, Lippincott.
118. Symonova O., Roth B., Stein J. EEG studies of healthy population-normal rhythms of resting recording. Act. Univ. Carol Med. (Praha) 1967, 13:543-551.
119. Thatcher R.W. Normative EEG databases and EEG biofeedback. J. Neurotherapy 2001, 3(2-4):1-29.
120. Thatcher R.W., John E.R. Functional Neuroscience, Vol. 1: Foundations of Cognitive Processes 1977, Lawrence Erlbaum, New York.
121. Thatcher R.W., North D.M., Curtin R.T., Walker R.A., Biver C.J., Gomez J.F., Salazar A.M. An EEG severity index of traumatic brain injury. J. Neuropsychiatry Clin. Neurosci. 2001, 13(1):77-87.
122. Thatcher R.W., Walker R.A., Biver C.J., North D.M., Curtin R. Sensitivity and specificity of an EEG normative database: validation and clinical correlation. J. Neurotherapy 2003, 7(3/4):87-121.
123. Tirsch W.S., Keidel M., Poppl S.J. Computer-aided detection of temporal patterns in human CNS dynamics. Progress in Computer-Assisted Function Analysis 1988, 109-118. Elsevier, North Holland. J.L. Willems, J.H. van Bemmel, J. Michel (Eds.).
124. Tirsch W.S., Keidel M., Perz S., Scherb H., Sommer G. Inverse covariation of spectral density and correlation dimension in cyclic EEG dynamics of the human brain. Biol. Cybern. 2000, 82:1-14.
125. Tirsch W.S., Stude Ph., Scherb H., Keidel M. Temporal order of nonlinear dynamics in human brain. Brain Res. Rev. 2004, 45:79-95.
126. Tsodyks M., Kenet T., Grinvald A., Arieli A. Linking spontaneous activity of single cortical neurons and the underlying functional architecture. Science 1999, 286:1943-1946.
127. van Beijsterveldt C.E., van Ball G.C.M. Twin and family studies of the human electroencephalogram: a review and meta-analysis. Biol. Psychol. 2002, 61:111-138.
128. van Beijsterveldt C.E., Boomsma D.I. Genetics of the human electroencephalogram (EEG) and event-related brain potentials (ERPs): a review. Hum. Genet. 1994, 94:319-330.
129. van Beijsterveldt C.E., Molenaar P.C., de Geus E.J., Boomsma D.I. Heritability of human brain functioning as assessed by electroencephalography. Am. J. Hum. Genet. 1996, 58:562-573.
130. Verstraeten E., Cluydts R. Attentional switching-related human EEG alpha oscillations. Neuroreport 2002, 13:681-684.
131. von Stein A., Sarnthein J. Different frequencies for different scales of cortical integration: from local gamma to long range alpha-theta synchronization. Int. J. Psychophysiol. 2000, 38:301-313.
132. Weisbrod M., Hill H., Sauer H., Niethammer R., Guggenbuhl S., Hell D., Stassen H.H. Nongenetic pathologic developments of brain-wave patterns in monozygotic twins discordant and concordant for schizophrenia. Am. J. Med. Genet. B (Neuropsychiatric Genet.) 2004, 125B:1-9.
133. Whitham E.M., Pope K.J., Fitzgibbon S.P., Lewis T., Clark C.R., Loveless S., Broberg M., Wallace A., De LosAngeles D., Lillie P., Hardy A., Fronsko R., Pulbrook A., Willoughby J.O. Scalp electrical recording during paralysis: quantitative evidence that EEG frequencies above 20Hz are contaminated by EMG. Clin. Neurophysiol. 2007, 118:1877-1888.
134. Yuval-Greenberg S., Tomer O., Keren A.S., Nelken I., Deouell L.Y. Transient induced gamma-band response in EEG as a manifestation of miniature saccades. Neuron 2008, 58:429-441.
135. Zavaglia M., Astolfi L., Babiloni F., Ursino M. A neural mass model for the simulation of cortical activity estimated from high resolution EEG during cognitive or motor tasks. J. Neurosci. Methods 2006, 157:317-329.