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  DEEP: A dual EEG pipeline for developmental hyperscanning studies

Kayhan, E., Matthes, D., Marriott Haresign, I., Bánki, A., Michel, C., Langeloh, M., et al. (2022). DEEP: A dual EEG pipeline for developmental hyperscanning studies. Developmental Cognitive Neuroscience, 54: 101104. doi:10.1016/j.dcn.2022.101104.

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 Creators:
Kayhan, Ezgi1, 2, Author
Matthes, Daniel2, 3, Author           
Marriott Haresign, Ira4, Author
Bánki, Anna5, Author
Michel, Christine2, 6, Author           
Langeloh, Miriam2, 7, Author           
Wass, Sam4, Author
Hoehl, Stefanie5, Author
Affiliations:
1Department of Developmental Psychology, University of Potsdam, Germany, ou_persistent22              
2Max Planck Research Group Early Social Cognition, MPI for Human Cognitive and Brain Sciences, Max Planck Society, ou_2355694              
3Laboratory for Biosignal Processing (LaBP), University of Applied Sciences, Leipzig, Germany, ou_persistent22              
4School of Psychology, University of East London, United Kingdom, ou_persistent22              
5Faculty of Psychology, University Vienna, Austria, ou_persistent22              
6Faculty of Education, University of Leipzig, Germany, ou_persistent22              
7Department of Psychology, University of Heidelberg, Germany, ou_persistent22              

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Free keywords: Developmental hyperscanning; Dual EEG analysis; Adult-child interaction; Phase Locking Value; PLV; Cross-frequency PLV; FieldTrip
 Abstract: 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.

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Language(s): eng - English
 Dates: 2022-01-312021-06-152022-03-252022-03-282022-04
 Publication Status: Published in print
 Pages: -
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 Table of Contents: -
 Rev. Type: -
 Identifiers: DOI: 10.1016/j.dcn.2022.101104
Other: online ahead of print
PMID: 35367895
PMC: PMC8980555
 Degree: -

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Title: Developmental Cognitive Neuroscience
Source Genre: Journal
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Publ. Info: Amsterdam : Elsevier
Pages: - Volume / Issue: 54 Sequence Number: 101104 Start / End Page: - Identifier: ISSN: 1878-9293
CoNE: https://pure.mpg.de/cone/journals/resource/1878-9293