TY  - GEN
A1  - Kayhan, Ezgi
A1  - Matthes, Daniel
A1  - Marriott Haresign, Ira
A1  - Bánki, Anna
A1  - Michel, Christine
A1  - Langeloh, Miriam
A1  - Wass, Sam
A1  - Hoehl, Stefanie
A1  - Morales, Santiago
T1  - DEEP: A dual EEG pipeline for developmental hyperscanning studies
T2  - Zweitveröffentlichungen der Universität Potsdam : Humanwissenschaftliche Reihe
N2  - Cutting-edge hyperscanning methods led to a paradigm shift in social neuroscience. It allowed researchers to measure dynamic mutual alignment of neural processes between two or more individuals in naturalistic contexts. The ever-growing interest in hyperscanning research calls for the development of transparent and validated data analysis methods to further advance the field. We have developed and tested a dual electroencephalography (EEG) analysis pipeline, namely DEEP. Following the preprocessing of the data, DEEP allows users to calculate Phase Locking Values (PLVs) and cross-frequency PLVs as indices of inter-brain phase alignment of dyads as well as time-frequency responses and EEG power for each participant. The pipeline also includes scripts to control for spurious correlations. Our goal is to contribute to open and reproducible science practices by making DEEP publicly available together with an example mother-infant EEG hyperscanning dataset.
T3  - Zweitveröffentlichungen der Universität Potsdam : Humanwissenschaftliche Reihe - 799 
KW  - Developmental hyperscanning
KW  - Dual EEG analysis
KW  - Adult-child interaction
KW  - Phase Locking Value
KW  - PLV
KW  - Cross-frequency PLV
KW  - FieldTrip
Y1  - 2022
U6  - http://nbn-resolving.de/urn/resolver.pl?urn:nbn:de:kobv:517-opus4-566899
SN  - 1866-8364
SP  - 1
EP  - 11
PB  - Universitätsverlag Potsdam
CY  - Potsdam
ER  -