Abstract
The use of mathematical models for electroencephalography (EEG) analysis has been going on for many years, and currently they are starting to find a place both in clinical practice and in parallel with other methods for evaluation of brain activity. The use and interpretation of these methods are not possible without knowledge of the basic mechanisms and processes that underlie the results obtained from their application. The advantages of the quantitative methods, the processes underlying their presentation, and the optimal parameters used, such as the number of electrodes and time intervals, have been evaluated. Attention has been paid to the advantages of the individual possibilities for EEG signal analysis—absolute and relative power as well as coherence. An analysis of these defined quantities provides an opportunity to enter into the intimate mechanisms underlying specific psychopathological phenomena.
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References
Steffensen JF (2006) Interpolation, 2nd edn, Mineola, N.Y. 978-0-486-15483-1, OCLC, 86777089
Casaglia DC, Pantaleo GG (1993) Brain mapping: a contribution to linear interpolation. Brain Topogr 5:283–288. https://doi.org/10.1007/BF01128995
Dong L, Zhao L, Zhang Y, Yu X, Li F, Li J, Lai Y, Liu T, Yao D (2021) Reference electrode standardization interpolation technique (RESIT): a novel interpolation method for scalp EEG. Brain Topogr 34(4):403–414. https://doi.org/10.1007/s10548-021-00844-2. Epub 2021 May 5. PMID: 33950323; PMCID: PMC8195908
Montoya-Martínez J, Vanthornhout J, Bertrand A, Francart T (2021) Effect of number and placement of EEG electrodes on measurement of neural tracking of speech. PLoS One 16(2):e0246769. https://doi.org/10.1371/journal.pone.0246769. PMID: 33571299
Crone NE, Korzeniewska A, Franaszczuk PJ (2011) Cortical gamma responses: searching high and low. Int J Psychophysiol 79(1):9–15. https://doi.org/10.1016/j.ijpsycho.2010.10.013
Kubicki S, Herrmann WM, Fichte K, Freund G (1979) Reflections on the topics: EEG frequency bands and regulation of vigilance. Pharmakopsychiatr Neuropsychopharmakol 12(2):237–245
Galderisi S, Mucci A, Mignone ML, Maj M, Kemali D (1991) CEEG mapping in drug-free schizophrenics. Differences from healthy subjects and changes induced by haloperidol treatment. Schizophr Res 6(1):15–23
Gudmundsson S et al (2007) Reliability of quantitative EEG features. Clin Neurophysiol 118:2162–2171
Möcks J, Gasser T (1984) How to select epochs of the EEG at rest for quantitative analysis. Electroencephalogr Clin Neurophysiol 58(1):89–92. https://doi.org/10.1016/0013-4694(84)90205-0. PMID: 6203708
Yan MM, Xu XH, Huang ZL et al (2011) Selection of optimal epoch duration in assessment of rodent sleep-wake profiles. Sleep Biol Rhythms 2011(9):46–55. https://doi.org/10.1111/j.1479-8425.2010.00484.x
Dan P, Mircea O, Mihaela M (2021) EEG relative power versus absolute power mapping-advantages, disadvantages. 2000. 21–33
Govindan RB, Massaro A, Vezina G, Tsuchida T, Cristante C, du Plessis A (2017) Does relative or absolute EEG power have prognostic value in HIE setting? Clin Neurophysiol. 128(1):14–15. https://doi.org/10.1016/j.clinph.2016.10.094. Epub 2016 Nov 5. PMID: 27866114; PMCID: PMC7319225
Bowyer SM (2016) Coherence a measure of the brain networks: past and present. Neuropsychiatr Electrophysiol 2:1. https://doi.org/10.1186/s40810-015-0015-7
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Panov, G. (2023). Quantitative EEG Analysis: Introduction and Basic Principles. In: Stoyanov, D., Draganski, B., Brambilla, P., Lamm, C. (eds) Computational Neuroscience. Neuromethods, vol 199. Humana, New York, NY. https://doi.org/10.1007/978-1-0716-3230-7_5
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DOI: https://doi.org/10.1007/978-1-0716-3230-7_5
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