Changes in Connectivity and Local Synchrony after Cognitive
Stimulation - Intracerebral EEG Study

J 2018

Changes in Connectivity and Local Synchrony after Cognitive Stimulation - Intracerebral EEG Study

KLIMEŠ, Petr, Pavel JURÁK, Josef HALÁMEK, Robert ROMAN, Jan CHLÁDEK et. al.

Basic information

Original name

Changes in Connectivity and Local Synchrony after Cognitive Stimulation - Intracerebral EEG Study

Authors

KLIMEŠ, Petr (203 Czech Republic, guarantor), Pavel JURÁK (203 Czech Republic), Josef HALÁMEK (203 Czech Republic), Robert ROMAN (203 Czech Republic, belonging to the institution), Jan CHLÁDEK (203 Czech Republic, belonging to the institution) and Milan BRÁZDIL (203 Czech Republic, belonging to the institution)

Edition

Biomedical Signal Processing and Control, Elsevier, 2018, 1746-8094

Other information

Language

English

Type of outcome

Článek v odborném periodiku

Field of Study

20602 Medical laboratory technology ;

Country of publisher

Czech Republic

Confidentiality degree

není předmětem státního či obchodního tajemství

Impact factor

Impact factor: 2.943

RIV identification code

RIV/00216224:14110/18:00106951

Organization unit

Faculty of Medicine

DOI

http://dx.doi.org/10.1016/j.bspc.2018.05.043

UT WoS

000440774700014

Keywords in English

Local field potential; Connectivity; Power; Correlation; Intracerebral EEG

Abstract

V originále

Electroencephalographic studies utilize event-related power decrease/increase in order to analyze changes of neuronal activity in a single EEG channel during cognitive tasks. Other analytical approaches draw on bivariate methods which evaluate connectivity between two EEG channels. Despite the fact that spatial mapping of combined results of power and connectivity analyses may be used to study the dynamics of neuronal activation patterns, they are normally evaluated separately as different phenomena. Here we show the evaluation of dynamic changes in linear correlation after cognitive stimulation together with changes in power levels in the same channel pairs. Our results demonstrate the temporal evolution of synchronization patterns across the whole brain with a focus on the anatomical structure of the hippocampus. We observed a pattern of local and distant synchrony during cognitive processing, occurring 500 ms after stimulus onset in approximately 1% of all channel pairs. We hypothesize that evaluation of changes in connectivity, together with dynamic changes in power levels, can help identify dominant structures in the process of mental activity after a certain type of cognitive task. This can possibly lead to better understanding of synchronization processes at the neuronal and systemic level.

Links

NV16-33798A, research and development project

Name: Modulace funkční konektivity kortikálních sítí vlivem STN DBS

Citovat

KLIMEŠ, Petr, Pavel JURÁK, Josef HALÁMEK, Robert ROMAN, Jan CHLÁDEK and Milan BRÁZDIL. Changes in Connectivity and Local Synchrony after Cognitive Stimulation - Intracerebral EEG Study. Biomedical Signal Processing and Control. Elsevier, 2018, vol. 45, August, p. 136-143. ISSN 1746-8094. Available from: https://dx.doi.org/10.1016/j.bspc.2018.05.043.

@article{1474886,
   author = {Klimeš, Petr and Jurák, Pavel and Halámek, Josef and Roman, Robert and Chládek, Jan and Brázdil, Milan},
   article_number = {August},
   doi = {http://dx.doi.org/10.1016/j.bspc.2018.05.043},
   keywords = {Local field potential; Connectivity; Power; Correlation; Intracerebral EEG},
   language = {eng},
   issn = {1746-8094},
   journal = {Biomedical Signal Processing and Control},
   title = {Changes in Connectivity and Local Synchrony after Cognitive Stimulation - Intracerebral EEG Study},
   volume = {45},
   year = {2018}
}

TY  - JOUR
ID  - 1474886
AU  - Klimeš, Petr - Jurák, Pavel - Halámek, Josef - Roman, Robert - Chládek, Jan - Brázdil, Milan
PY  - 2018
TI  - Changes in Connectivity and Local Synchrony after Cognitive Stimulation - Intracerebral EEG Study
JF  - Biomedical Signal Processing and Control
VL  - 45
IS  - August
SP  - 136-143
EP  - 136-143
PB  - Elsevier
SN  - 17468094
KW  - Local field potential
KW  - Connectivity
KW  - Power
KW  - Correlation
KW  - Intracerebral EEG
N2  - Electroencephalographic studies utilize event-related power decrease/increase in order to analyze changes of neuronal activity in a single EEG channel during cognitive tasks. Other analytical approaches draw on bivariate methods which evaluate connectivity between two EEG channels. Despite the fact that spatial mapping of combined results of power and connectivity analyses may be used to study the dynamics of neuronal activation patterns, they are normally evaluated separately as different phenomena. Here we show the evaluation of dynamic changes in linear correlation after cognitive stimulation together with changes in power levels in the same channel pairs. Our results demonstrate the temporal evolution of synchronization patterns across the whole brain with a focus on the anatomical structure of the hippocampus. We observed a pattern of local and distant synchrony during cognitive processing, occurring 500 ms after stimulus onset in approximately 1% of all channel pairs. We hypothesize that evaluation of changes in connectivity, together with dynamic changes in power levels, can help identify dominant structures in the process of mental activity after a certain type of cognitive task. This can possibly lead to better understanding of synchronization processes at the neuronal and systemic level.
ER  -

KLIMEŠ, Petr, Pavel JURÁK, Josef HALÁMEK, Robert ROMAN, Jan CHLÁDEK and Milan BRÁZDIL. Changes in Connectivity and Local Synchrony after Cognitive Stimulation - Intracerebral EEG Study. \textit{Biomedical Signal Processing and Control}. Elsevier, 2018, vol.~45, August, p.~136-143. ISSN~1746-8094. Available from: https://dx.doi.org/10.1016/j.bspc.2018.05.043.

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