Electroencephalography source connectivity: aiming for high resolution of brain networks in time and space

M Hassan, F Wendling - IEEE Signal Processing Magazine, 2018 - ieeexplore.ieee.org
The human brain is a large-scale network the function of which depends on dynamic
interactions between spatially distributed regions. In the rapidly evolving field of network …

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

M Hassan, O Dufor, I Merlet, C Berrou, F Wendling - PloS one, 2014 - journals.plos.org
The recent past years have seen a noticeable increase of interest for
electroencephalography (EEG) to analyze functional connectivity through brain sources …

Detecting large‐scale networks in the human brain using high‐density electroencephalography

Q Liu, S Farahibozorg, C Porcaro… - Human brain …, 2017 - Wiley Online Library
High‐density electroencephalography (hdEEG) is an emerging brain imaging technique that
can be used to investigate fast dynamics of electrical activity in the healthy and the diseased …

A comparison between scalp-and source-reconstructed EEG networks

M Lai, M Demuru, A Hillebrand, M Fraschini - Scientific reports, 2018 - nature.com
EEG can be used to characterise functional networks using a variety of connectivity (FC)
metrics. Unlike EEG source reconstruction, scalp analysis does not allow to make inferences …

A simulation framework for benchmarking EEG-based brain connectivity estimation methodologies

S Haufe, A Ewald - Brain topography, 2019 - Springer
Due to its high temporal resolution, electroencephalography (EEG) is widely used to study
functional and effective brain connectivity. Yet, there is currently a mismatch between the …

Incorporating priors for EEG source imaging and connectivity analysis

X Lei, T Wu, PA Valdes-Sosa - Frontiers in neuroscience, 2015 - frontiersin.org
Electroencephalography source imaging (ESI) is a useful technique to localize the
generators from a given scalp electric measurement and to investigate the temporal …

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

J Cao, Y Zhao, X Shan, H Wei, Y Guo… - Human brain …, 2022 - Wiley Online Library
Functional connectivity and effective connectivity of the human brain, representing statistical
dependence and directed information flow between cortical regions, significantly contribute …

eConnectome: A MATLAB toolbox for mapping and imaging of brain functional connectivity

B He, Y Dai, L Astolfi, F Babiloni, H Yuan… - Journal of neuroscience …, 2011 - Elsevier
We have developed a MATLAB-based toolbox, eConnectome (electrophysiological
connectome), for mapping and imaging functional connectivity at both the scalp and cortical …

Directed functional brain connectivity based on EEG source imaging: methodology and application to temporal lobe epilepsy

A Coito, CM Michel, P Van Mierlo… - IEEE Transactions …, 2016 - ieeexplore.ieee.org
Objective: The importance of functional brain connectivity to study physiological and
pathological brain activity has been widely recognized. Here, we aimed to 1) review a …

[HTML][HTML] Volume conduction influences scalp-based connectivity estimates

C Brunner, M Billinger, M Seeber, TR Mullen… - Frontiers in …, 2016 - frontiersin.org
Electroencephalographic (EEG) signals recorded from the scalp surface are generally highly
correlated. Each channel is a linear mixture of concurrently active brain and non-brain …