Neuroelectrical hyperscanning measures simultaneous brain activity in humans

Laura Astolfi, Jlenia Toppi, Fabrizio De Vico Fallani, Giovanni Vecchiato, Serenella Salinari, Donatella Mattia, Febo Cincotti, Fabio Babiloni

Research output: Contribution to journalArticle

Abstract

In this study we illustrate a methodology able to follow and study concurrent and simultaneous brain processes during cooperation between individuals, with non invasive EEG methodologies. We collected data from fourteen pairs of subjects while they were playing a card game with EEG. Data collection was made simultaneously on all the subjects during the card game. An extension of the Granger-causality approach allows us to estimate the functional connection between signals estimated from different Regions of Interest (ROIs) in different brains during the analyzed task. Finally, with the use of graph theory, we contrast the functional connectivity patterns of the two players belonging to the same team. Statistically significant functional connectivities were obtained from signals estimated in the ROIs modeling the anterior cingulate cortex (ACC) and the prefrontal areas described by the Brodmann areas 8 with the signals estimated in all the other modelled cortical areas. Results presented suggested the existence of Granger-sense causal relations between the EEG activity estimated in the prefrontal areas 8 and 9/46 of one player with the EEG activity estimated in the ACC of their companion. We illustrated the feasibility of functional connectivity methodology on the EEG hyperscannings performed on a group of subjects. These functional connectivity estimated from the couple of brains could suggest, in statistical and mathematical terms, the modelled cortical areas that are correlated in Granger-sense during the solution of a particular task. EEG hyperscannings could be used to investigate experimental paradigms where the knowledge of the simultaneous interactions between the subjects have a value.

Original languageEnglish
Pages (from-to)243-256
Number of pages14
JournalBrain Topography
Volume23
Issue number3
DOIs
Publication statusPublished - Sep 2010

Fingerprint

Human Activities
Electroencephalography
Brain
Gyrus Cinguli
Causality
Cohort Studies

Keywords

  • EEG hyperscanning
  • Functional connectivity
  • Partial Directed Coherence

ASJC Scopus subject areas

  • Clinical Neurology
  • Anatomy
  • Neurology
  • Radiology Nuclear Medicine and imaging
  • Radiological and Ultrasound Technology

Cite this

Astolfi, L., Toppi, J., De Vico Fallani, F., Vecchiato, G., Salinari, S., Mattia, D., ... Babiloni, F. (2010). Neuroelectrical hyperscanning measures simultaneous brain activity in humans. Brain Topography, 23(3), 243-256. https://doi.org/10.1007/s10548-010-0147-9

Neuroelectrical hyperscanning measures simultaneous brain activity in humans. / Astolfi, Laura; Toppi, Jlenia; De Vico Fallani, Fabrizio; Vecchiato, Giovanni; Salinari, Serenella; Mattia, Donatella; Cincotti, Febo; Babiloni, Fabio.

In: Brain Topography, Vol. 23, No. 3, 09.2010, p. 243-256.

Research output: Contribution to journalArticle

Astolfi, L, Toppi, J, De Vico Fallani, F, Vecchiato, G, Salinari, S, Mattia, D, Cincotti, F & Babiloni, F 2010, 'Neuroelectrical hyperscanning measures simultaneous brain activity in humans', Brain Topography, vol. 23, no. 3, pp. 243-256. https://doi.org/10.1007/s10548-010-0147-9
Astolfi, Laura ; Toppi, Jlenia ; De Vico Fallani, Fabrizio ; Vecchiato, Giovanni ; Salinari, Serenella ; Mattia, Donatella ; Cincotti, Febo ; Babiloni, Fabio. / Neuroelectrical hyperscanning measures simultaneous brain activity in humans. In: Brain Topography. 2010 ; Vol. 23, No. 3. pp. 243-256.
@article{fa206bb565574e1ea4a63426cc6e99a2,
title = "Neuroelectrical hyperscanning measures simultaneous brain activity in humans",
abstract = "In this study we illustrate a methodology able to follow and study concurrent and simultaneous brain processes during cooperation between individuals, with non invasive EEG methodologies. We collected data from fourteen pairs of subjects while they were playing a card game with EEG. Data collection was made simultaneously on all the subjects during the card game. An extension of the Granger-causality approach allows us to estimate the functional connection between signals estimated from different Regions of Interest (ROIs) in different brains during the analyzed task. Finally, with the use of graph theory, we contrast the functional connectivity patterns of the two players belonging to the same team. Statistically significant functional connectivities were obtained from signals estimated in the ROIs modeling the anterior cingulate cortex (ACC) and the prefrontal areas described by the Brodmann areas 8 with the signals estimated in all the other modelled cortical areas. Results presented suggested the existence of Granger-sense causal relations between the EEG activity estimated in the prefrontal areas 8 and 9/46 of one player with the EEG activity estimated in the ACC of their companion. We illustrated the feasibility of functional connectivity methodology on the EEG hyperscannings performed on a group of subjects. These functional connectivity estimated from the couple of brains could suggest, in statistical and mathematical terms, the modelled cortical areas that are correlated in Granger-sense during the solution of a particular task. EEG hyperscannings could be used to investigate experimental paradigms where the knowledge of the simultaneous interactions between the subjects have a value.",
keywords = "EEG hyperscanning, Functional connectivity, Partial Directed Coherence",
author = "Laura Astolfi and Jlenia Toppi and {De Vico Fallani}, Fabrizio and Giovanni Vecchiato and Serenella Salinari and Donatella Mattia and Febo Cincotti and Fabio Babiloni",
year = "2010",
month = "9",
doi = "10.1007/s10548-010-0147-9",
language = "English",
volume = "23",
pages = "243--256",
journal = "Brain Topography",
issn = "0896-0267",
publisher = "Kluwer Academic/Human Sciences Press Inc.",
number = "3",

}

TY - JOUR

T1 - Neuroelectrical hyperscanning measures simultaneous brain activity in humans

AU - Astolfi, Laura

AU - Toppi, Jlenia

AU - De Vico Fallani, Fabrizio

AU - Vecchiato, Giovanni

AU - Salinari, Serenella

AU - Mattia, Donatella

AU - Cincotti, Febo

AU - Babiloni, Fabio

PY - 2010/9

Y1 - 2010/9

N2 - In this study we illustrate a methodology able to follow and study concurrent and simultaneous brain processes during cooperation between individuals, with non invasive EEG methodologies. We collected data from fourteen pairs of subjects while they were playing a card game with EEG. Data collection was made simultaneously on all the subjects during the card game. An extension of the Granger-causality approach allows us to estimate the functional connection between signals estimated from different Regions of Interest (ROIs) in different brains during the analyzed task. Finally, with the use of graph theory, we contrast the functional connectivity patterns of the two players belonging to the same team. Statistically significant functional connectivities were obtained from signals estimated in the ROIs modeling the anterior cingulate cortex (ACC) and the prefrontal areas described by the Brodmann areas 8 with the signals estimated in all the other modelled cortical areas. Results presented suggested the existence of Granger-sense causal relations between the EEG activity estimated in the prefrontal areas 8 and 9/46 of one player with the EEG activity estimated in the ACC of their companion. We illustrated the feasibility of functional connectivity methodology on the EEG hyperscannings performed on a group of subjects. These functional connectivity estimated from the couple of brains could suggest, in statistical and mathematical terms, the modelled cortical areas that are correlated in Granger-sense during the solution of a particular task. EEG hyperscannings could be used to investigate experimental paradigms where the knowledge of the simultaneous interactions between the subjects have a value.

AB - In this study we illustrate a methodology able to follow and study concurrent and simultaneous brain processes during cooperation between individuals, with non invasive EEG methodologies. We collected data from fourteen pairs of subjects while they were playing a card game with EEG. Data collection was made simultaneously on all the subjects during the card game. An extension of the Granger-causality approach allows us to estimate the functional connection between signals estimated from different Regions of Interest (ROIs) in different brains during the analyzed task. Finally, with the use of graph theory, we contrast the functional connectivity patterns of the two players belonging to the same team. Statistically significant functional connectivities were obtained from signals estimated in the ROIs modeling the anterior cingulate cortex (ACC) and the prefrontal areas described by the Brodmann areas 8 with the signals estimated in all the other modelled cortical areas. Results presented suggested the existence of Granger-sense causal relations between the EEG activity estimated in the prefrontal areas 8 and 9/46 of one player with the EEG activity estimated in the ACC of their companion. We illustrated the feasibility of functional connectivity methodology on the EEG hyperscannings performed on a group of subjects. These functional connectivity estimated from the couple of brains could suggest, in statistical and mathematical terms, the modelled cortical areas that are correlated in Granger-sense during the solution of a particular task. EEG hyperscannings could be used to investigate experimental paradigms where the knowledge of the simultaneous interactions between the subjects have a value.

KW - EEG hyperscanning

KW - Functional connectivity

KW - Partial Directed Coherence

UR - http://www.scopus.com/inward/record.url?scp=77955468945&partnerID=8YFLogxK

UR - http://www.scopus.com/inward/citedby.url?scp=77955468945&partnerID=8YFLogxK

U2 - 10.1007/s10548-010-0147-9

DO - 10.1007/s10548-010-0147-9

M3 - Article

C2 - 20480221

AN - SCOPUS:77955468945

VL - 23

SP - 243

EP - 256

JO - Brain Topography

JF - Brain Topography

SN - 0896-0267

IS - 3

ER -