Connectivity graphs obtained by using the different inverse and connectivity methods for hr-EEG (Up) and classical EEG montage (Bottom).

An overview of the method used to calculate weighted graphs.

Melle J. W. van der Molen (521783)
Cornelis J. Stam (119688)
Maurits W. van der Molen (318241)

February 2014

(A) EEG time-series from the 26 scalp electrodes were separately filtered for the delta, theta, a...

Imaging functional brain connectivity patterns from high-resolution EEG and fMRI via graph theory

Laura Astolfi
Fabrizio De Vico Fallani
Febo Cincotti
D. Mattia
M.G. Marciani
S. Bufalari
Serenella Salinari
Alfredo Colosimo
L. Ding
J.C. Edgar
W. Heller
G.A. Miller
B. He
Fabio Babiloni

January 2007

We describe a set of computational tools able to estimate cortical activity and connectivity from hi...

FCLAB: an EEGLAB module for performing functional connectivity analysis on single-subject EEG data

Πεζουλας Βασιλειος(http://users.isc.tuc.gr/~vpezoulas)
Pezoulas Vasileios(http://users.isc.tuc.gr/~vpezoulas)
Athanasiou Alkinoos()
Nolte Guido()
Ζερβακης Μιχαηλ(http://users.isc.tuc.gr/~mzervakis)
Zervakis Michail(http://users.isc.tuc.gr/~mzervakis)
Fratini Antonio()
Fotiadis, Dimitrios Ioannou(http://viaf.org/viaf/63664470)
Klados Manousos A.()

Summarization: Functional connectivity (FC) analysis constitutes a fundamental neuroscientific appro...

Brain functional and effective connectivity based on electroencephalography recordings: A review

Cao, J.
Zhao, Y.
Shan, X.
Wei, H. L.
Guo, Y.
Chen, L.
Erkoyuncu, J. A.
Sarrigiannis, P. G.

October 2021

Functional connectivity and effective connectivity of the human brain, representing statistical depe...

EEG Source Connectivity Analysis: From Dense Array Recordings to Brain Networks

Mahmoud Hassan
Olivier Dufor
Isabelle Merlet
Claude Berrou
Fabrice Wendling

January 2014

The recent past years have seen a noticeable increase of interest for electroencephalography (EEG) t...

Brain Connectivity Analysis with EEG

Gomez-Herrero, German

January 2010

A problem when studying functional brain connectivity with EEG is that electromagnetic volume conduc...

EEG source connectivity analysis: from dense array recordings to brain networks.

Hassan, Mahmoud
Dufor, Olivier
Merlet, Isabelle
Berrou, Claude
Wendling, Fabrice

August 2014

International audienceThe recent past years have seen a noticeable increase of interest for electroe...

Functional Connectivity Analysis of Motor Imagery EEG Signal for Brain-Computer Interfacing Application

Ghosh, Poulami
Mazumder, Ankita
Bhattacharyya, Saugat
Tibarewala, Dewaki Nanddan
Hayashibe, Mitsuhiro

April 2015

International audienceThe human brain can be considered as a graphical network having different regi...

EEG connectivity model.

Lili Li (42450)
Jing Wang (1228470)
Guanghua Xu (319074)
Min Li (12799)
Jun Xie (53987)

December 2015

(a) The connectivity in the mu rhythm. (b) The connectivity in the beta rhythm. The direction of ...

Reliable evaluation of functional connectivity and graph theory measures in source-level EEG : How many electrodes are enough?

Hatlestad-Hall, Christoffer
Bruna, Ricardo
Liljeström, Mia
Renvall, Hanna
Heuser, Kjell
Tauboll, Erik
Maestu, Fernando
Haraldsen, Ira H.

June 2023

Objective: Using EEG to characterise functional brain networks through graph theory has gained signi...

Functional networks construction.

Daniel Fraiman (508996)
Ghislain Saunier (508997)
Eduardo F. Martins (508998)
Claudia D. Vargas (508999)

January 2014

Scheme depicting the construction of EEG functional networks and extraction of network properties...

A graph-theoretical approach in brain functional networks. Possible implications in EEG studies

Fabrizio De Vico Fallani
Luciano Costa
Francisco Rodriguez
Laura Astolfi
Giovanni Vecchiato
Jlenia Toppi
Gianluca Borghini
Febo Cincotti
Donatella Mattia
Serenella Salinari
Roberto Isabella
Fabio Babiloni

January 2010

Background: Recently, it was realized that the functional connectivity networks estimated from actua...

Gradients of connectivity as graph Fourier bases of brain activity

Lioi, Giulia
Gripon, Vincent
Brahim, Abdelbasset
Rousseau, François
Farrugia, Nicolas

May 2021

International audienceThe application of graph theory to model the complex structure and function of...

Brain functional and effective connectivity based on electroencephalography recordings: a review

Cao, Jun
Zhao, Yifan
Shan, Xiaocai
Wei, Hua-Liang
Guo, Yuzhu
Chen, Liangyu
Erkoyuncu, John Ahmet
Sarrigiannis, Ptolemaios Georgios

October 2021

Functional connectivity and effective connectivity of the human brain, representing statistical depe...

Brain functional and effective connectivity based on electroencephalography recordings: A review.

Cao, J.
Zhao, Y.
Shan, X.
Wei, H.-L.
Guo, Y.
Chen, L.
Erkoyuncu, J.A.
Sarrigiannis, P.G.

January 2022

Functional connectivity and effective connectivity of the human brain, representing statistical depe...

An overview of the method used to calculate weighted graphs.

Melle J. W. van der Molen (521783)
Cornelis J. Stam (119688)
Maurits W. van der Molen (318241)

February 2014

(A) EEG time-series from the 26 scalp electrodes were separately filtered for the delta, theta, a...

Imaging functional brain connectivity patterns from high-resolution EEG and fMRI via graph theory

Laura Astolfi
Fabrizio De Vico Fallani
Febo Cincotti
D. Mattia
M.G. Marciani
S. Bufalari
Serenella Salinari
Alfredo Colosimo
L. Ding
J.C. Edgar
W. Heller
G.A. Miller
B. He
Fabio Babiloni

January 2007

We describe a set of computational tools able to estimate cortical activity and connectivity from hi...

FCLAB: an EEGLAB module for performing functional connectivity analysis on single-subject EEG data

Πεζουλας Βασιλειος(http://users.isc.tuc.gr/~vpezoulas)
Pezoulas Vasileios(http://users.isc.tuc.gr/~vpezoulas)
Athanasiou Alkinoos()
Nolte Guido()
Ζερβακης Μιχαηλ(http://users.isc.tuc.gr/~mzervakis)
Zervakis Michail(http://users.isc.tuc.gr/~mzervakis)
Fratini Antonio()
Fotiadis, Dimitrios Ioannou(http://viaf.org/viaf/63664470)
Klados Manousos A.()

Summarization: Functional connectivity (FC) analysis constitutes a fundamental neuroscientific appro...

Brain functional and effective connectivity based on electroencephalography recordings: A review

Cao, J.
Zhao, Y.
Shan, X.
Wei, H. L.
Guo, Y.
Chen, L.
Erkoyuncu, J. A.
Sarrigiannis, P. G.

October 2021

Functional connectivity and effective connectivity of the human brain, representing statistical depe...

EEG Source Connectivity Analysis: From Dense Array Recordings to Brain Networks

Mahmoud Hassan
Olivier Dufor
Isabelle Merlet
Claude Berrou
Fabrice Wendling

January 2014

The recent past years have seen a noticeable increase of interest for electroencephalography (EEG) t...

Brain Connectivity Analysis with EEG

Gomez-Herrero, German

January 2010

A problem when studying functional brain connectivity with EEG is that electromagnetic volume conduc...

EEG source connectivity analysis: from dense array recordings to brain networks.

Hassan, Mahmoud
Dufor, Olivier
Merlet, Isabelle
Berrou, Claude
Wendling, Fabrice

August 2014

International audienceThe recent past years have seen a noticeable increase of interest for electroe...

Functional Connectivity Analysis of Motor Imagery EEG Signal for Brain-Computer Interfacing Application

Ghosh, Poulami
Mazumder, Ankita
Bhattacharyya, Saugat
Tibarewala, Dewaki Nanddan
Hayashibe, Mitsuhiro

April 2015

International audienceThe human brain can be considered as a graphical network having different regi...

EEG connectivity model.

Lili Li (42450)
Jing Wang (1228470)
Guanghua Xu (319074)
Min Li (12799)
Jun Xie (53987)

December 2015

(a) The connectivity in the mu rhythm. (b) The connectivity in the beta rhythm. The direction of ...

Reliable evaluation of functional connectivity and graph theory measures in source-level EEG : How many electrodes are enough?

Hatlestad-Hall, Christoffer
Bruna, Ricardo
Liljeström, Mia
Renvall, Hanna
Heuser, Kjell
Tauboll, Erik
Maestu, Fernando
Haraldsen, Ira H.

June 2023

Objective: Using EEG to characterise functional brain networks through graph theory has gained signi...

Functional networks construction.

Daniel Fraiman (508996)
Ghislain Saunier (508997)
Eduardo F. Martins (508998)
Claudia D. Vargas (508999)

January 2014

Scheme depicting the construction of EEG functional networks and extraction of network properties...

A graph-theoretical approach in brain functional networks. Possible implications in EEG studies

Fabrizio De Vico Fallani
Luciano Costa
Francisco Rodriguez
Laura Astolfi
Giovanni Vecchiato
Jlenia Toppi
Gianluca Borghini
Febo Cincotti
Donatella Mattia
Serenella Salinari
Roberto Isabella
Fabio Babiloni

January 2010

Background: Recently, it was realized that the functional connectivity networks estimated from actua...

Gradients of connectivity as graph Fourier bases of brain activity

Lioi, Giulia
Gripon, Vincent
Brahim, Abdelbasset
Rousseau, François
Farrugia, Nicolas

May 2021

International audienceThe application of graph theory to model the complex structure and function of...

Brain functional and effective connectivity based on electroencephalography recordings: a review

Cao, Jun
Zhao, Yifan
Shan, Xiaocai
Wei, Hua-Liang
Guo, Yuzhu
Chen, Liangyu
Erkoyuncu, John Ahmet
Sarrigiannis, Ptolemaios Georgios

October 2021

Functional connectivity and effective connectivity of the human brain, representing statistical depe...

Brain functional and effective connectivity based on electroencephalography recordings: A review.

Cao, J.
Zhao, Y.
Shan, X.
Wei, H.-L.
Guo, Y.
Chen, L.
Erkoyuncu, J.A.
Sarrigiannis, P.G.

January 2022

Functional connectivity and effective connectivity of the human brain, representing statistical depe...

An overview of the method used to calculate weighted graphs.

Melle J. W. van der Molen (521783)
Cornelis J. Stam (119688)
Maurits W. van der Molen (318241)

February 2014

(A) EEG time-series from the 26 scalp electrodes were separately filtered for the delta, theta, a...

Imaging functional brain connectivity patterns from high-resolution EEG and fMRI via graph theory

Laura Astolfi
Fabrizio De Vico Fallani
Febo Cincotti
D. Mattia
M.G. Marciani
S. Bufalari
Serenella Salinari
Alfredo Colosimo
L. Ding
J.C. Edgar
W. Heller
G.A. Miller
B. He
Fabio Babiloni

January 2007

We describe a set of computational tools able to estimate cortical activity and connectivity from hi...

FCLAB: an EEGLAB module for performing functional connectivity analysis on single-subject EEG data

Πεζουλας Βασιλειος(http://users.isc.tuc.gr/~vpezoulas)
Pezoulas Vasileios(http://users.isc.tuc.gr/~vpezoulas)
Athanasiou Alkinoos()
Nolte Guido()
Ζερβακης Μιχαηλ(http://users.isc.tuc.gr/~mzervakis)
Zervakis Michail(http://users.isc.tuc.gr/~mzervakis)
Fratini Antonio()
Fotiadis, Dimitrios Ioannou(http://viaf.org/viaf/63664470)
Klados Manousos A.()

Summarization: Functional connectivity (FC) analysis constitutes a fundamental neuroscientific appro...

Connectivity graphs obtained by using the different inverse and connectivity methods for hr-EEG (Up) and classical EEG montage (Bottom).

Abstract

Extracted data

Connectivity graphs obtained by using the different inverse and connectivity methods for hr-EEG (Up) and classical EEG montage (Bottom).

Abstract

Extracted data

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