Topographic distribution of EEG alpha attractor correlation dimension values in wake and drowsy states in humans
Apstrakt
Organization of resting state cortical networks is of fundamental importance for the phenomenon of awareness, which is altered in the first part of hypnagogic period (Hori stages 1-4). Our aim was to investigate the change in brain topography pattern of EEG alpha attractor correlation dimension (CD) in the period of transition from Hori stage 1 to 4. EEG of ten healthy adult individuals was recorded in the wake and drowsy states, using a 14 channel average reference montage, from which 91 bipolar channels were derived and filtered in the wider alpha (6-14 Hz) range. Sixty 1 s long epochs of each state and individual were subjected to CD calculation according to the Grassberger-Procaccia method. For such a collection of signals, two embedding dimensions, d = {5,10}, and 22 time delays 7 = 2-23 samples were explored. Optimal values were d = 10 and 7 = 18, where both saturation and second zero crossing of the autocorrelation function occurred. Bipolar channel CD underwent a significant de...crease during the transition and showed a positive linear correlation with electrode distance, stronger in the wake individuals. Topographic distribution of bipolar channels with above median CD changed from longitudinal anterior-posterior pattern (awake) to a more diagonal pattern, with localization in posterior regions (drowsiness). Our data are in line with the literature reporting functional segregation of neuronal assemblies in anterior and posterior regions during this transition. Our results should contribute to understanding of complex reorganization of the cortical part of alpha generators during the wake/drowsy transition. (C) 2014 Elsevier B.V. All rights reserved.
Ključne reči:
Resting state networks / Drowsiness / EEG / Correlation dimension / Brain topographyIzvor:
International Journal of Psychophysiology, 2015, 95, 3, 278-291Finansiranje / projekti:
- Neurobiologija spavanja u starenju i bolesti - elektroencefalografski markeri i modeliranje u proceni poremećaja (RS-173022)
- Integralna studija identifikacije regionalnih genetskih faktora rizika i faktora rizika životne sredine za masovne nezarazne bolesti humane populacije u Srbiji - INGEMA_S (RS-41028)
DOI: 10.1016/j.ijpsycho.2014.11.008
ISSN: 0167-8760
PubMed: 25462218
WoS: 000351977400005
Scopus: 2-s2.0-84923333820
Kolekcije
Institucija/grupa
VinčaTY - JOUR AU - Kalauzi, Aleksandar AU - Vučković, Aleksandra AU - Bojić, Tijana PY - 2015 UR - https://vinar.vin.bg.ac.rs/handle/123456789/475 AB - Organization of resting state cortical networks is of fundamental importance for the phenomenon of awareness, which is altered in the first part of hypnagogic period (Hori stages 1-4). Our aim was to investigate the change in brain topography pattern of EEG alpha attractor correlation dimension (CD) in the period of transition from Hori stage 1 to 4. EEG of ten healthy adult individuals was recorded in the wake and drowsy states, using a 14 channel average reference montage, from which 91 bipolar channels were derived and filtered in the wider alpha (6-14 Hz) range. Sixty 1 s long epochs of each state and individual were subjected to CD calculation according to the Grassberger-Procaccia method. For such a collection of signals, two embedding dimensions, d = {5,10}, and 22 time delays 7 = 2-23 samples were explored. Optimal values were d = 10 and 7 = 18, where both saturation and second zero crossing of the autocorrelation function occurred. Bipolar channel CD underwent a significant decrease during the transition and showed a positive linear correlation with electrode distance, stronger in the wake individuals. Topographic distribution of bipolar channels with above median CD changed from longitudinal anterior-posterior pattern (awake) to a more diagonal pattern, with localization in posterior regions (drowsiness). Our data are in line with the literature reporting functional segregation of neuronal assemblies in anterior and posterior regions during this transition. Our results should contribute to understanding of complex reorganization of the cortical part of alpha generators during the wake/drowsy transition. (C) 2014 Elsevier B.V. All rights reserved. T2 - International Journal of Psychophysiology T1 - Topographic distribution of EEG alpha attractor correlation dimension values in wake and drowsy states in humans VL - 95 IS - 3 SP - 278 EP - 291 DO - 10.1016/j.ijpsycho.2014.11.008 ER -
@article{ author = "Kalauzi, Aleksandar and Vučković, Aleksandra and Bojić, Tijana", year = "2015", abstract = "Organization of resting state cortical networks is of fundamental importance for the phenomenon of awareness, which is altered in the first part of hypnagogic period (Hori stages 1-4). Our aim was to investigate the change in brain topography pattern of EEG alpha attractor correlation dimension (CD) in the period of transition from Hori stage 1 to 4. EEG of ten healthy adult individuals was recorded in the wake and drowsy states, using a 14 channel average reference montage, from which 91 bipolar channels were derived and filtered in the wider alpha (6-14 Hz) range. Sixty 1 s long epochs of each state and individual were subjected to CD calculation according to the Grassberger-Procaccia method. For such a collection of signals, two embedding dimensions, d = {5,10}, and 22 time delays 7 = 2-23 samples were explored. Optimal values were d = 10 and 7 = 18, where both saturation and second zero crossing of the autocorrelation function occurred. Bipolar channel CD underwent a significant decrease during the transition and showed a positive linear correlation with electrode distance, stronger in the wake individuals. Topographic distribution of bipolar channels with above median CD changed from longitudinal anterior-posterior pattern (awake) to a more diagonal pattern, with localization in posterior regions (drowsiness). Our data are in line with the literature reporting functional segregation of neuronal assemblies in anterior and posterior regions during this transition. Our results should contribute to understanding of complex reorganization of the cortical part of alpha generators during the wake/drowsy transition. (C) 2014 Elsevier B.V. All rights reserved.", journal = "International Journal of Psychophysiology", title = "Topographic distribution of EEG alpha attractor correlation dimension values in wake and drowsy states in humans", volume = "95", number = "3", pages = "278-291", doi = "10.1016/j.ijpsycho.2014.11.008" }
Kalauzi, A., Vučković, A.,& Bojić, T.. (2015). Topographic distribution of EEG alpha attractor correlation dimension values in wake and drowsy states in humans. in International Journal of Psychophysiology, 95(3), 278-291. https://doi.org/10.1016/j.ijpsycho.2014.11.008
Kalauzi A, Vučković A, Bojić T. Topographic distribution of EEG alpha attractor correlation dimension values in wake and drowsy states in humans. in International Journal of Psychophysiology. 2015;95(3):278-291. doi:10.1016/j.ijpsycho.2014.11.008 .
Kalauzi, Aleksandar, Vučković, Aleksandra, Bojić, Tijana, "Topographic distribution of EEG alpha attractor correlation dimension values in wake and drowsy states in humans" in International Journal of Psychophysiology, 95, no. 3 (2015):278-291, https://doi.org/10.1016/j.ijpsycho.2014.11.008 . .