Brain functional connectivity through phase coupling of neuronal oscillations: a perspective from magnetoencephalography

L Marzetti, A Basti, F Chella, A D'Andrea… - Frontiers in …, 2019 - frontiersin.org
Magnetoencephalography has gained an increasing importance in systems neuroscience
thanks to the possibility it offers of unraveling brain networks at time-scales relevant to …

Nonlinear system identification of neural systems from neurophysiological signals

F He, Y Yang - Neuroscience, 2021 - Elsevier
The human nervous system is one of the most complicated systems in nature. Complex
nonlinear behaviours have been shown from the single neuron level to the system level. For …

MATLAB toolboxes for reference electrode standardization technique (REST) of scalp EEG

L Dong, F Li, Q Liu, X Wen, Y Lai, P Xu… - Frontiers in …, 2017 - frontiersin.org
Reference electrode standardization technique (REST) has been increasingly
acknowledged and applied as a re-reference technique to transform an actual multi …

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 …

Impact of the reference choice on scalp EEG connectivity estimation

F Chella, V Pizzella, F Zappasodi… - Journal of neural …, 2016 - iopscience.iop.org
Objective. Several scalp EEG functional connectivity studies, mostly clinical, seem to
overlook the reference electrode impact. The subsequent interpretation of brain connectivity …

[HTML][HTML] Alpha and alpha-beta phase synchronization mediate the recruitment of the visuospatial attention network through the Superior Longitudinal Fasciculus

A D'Andrea, F Chella, TR Marshall, V Pizzella… - NeuroImage, 2019 - Elsevier
It is well known that attentional selection of relevant information relies on local
synchronization of alpha band neuronal oscillations in visual cortices for inhibition of …

Is the surface potential integral of a dipole in a volume conductor always zero? A cloud over the average reference of EEG and ERP

D Yao - Brain Topography, 2017 - Springer
Currently, average reference is one of the most widely adopted references in EEG and ERP
studies. The theoretical assumption is the surface potential integral of a volume conductor …

Dynamic causal modelling of EEG and fMRI to characterize network architectures in a simple motor task

M Bönstrup, R Schulz, J Feldheim, FC Hummel… - Neuroimage, 2016 - Elsevier
Dynamic causal modelling (DCM) has extended the understanding of brain network
dynamics in a variety of functional systems. In the motor system, DCM studies based on …

The bispectrum and its relationship to phase-amplitude coupling

CK Kovach, H Oya, H Kawasaki - Neuroimage, 2018 - Elsevier
Most biological signals are non-Gaussian, reflecting their origins in highly nonlinear
physiological systems. A versatile set of techniques for studying non-Gaussian signals relies …

The blessing of Dimensionality: Feature Selection outperforms functional connectivity-based feature transformation to classify ADHD subjects from EEG patterns of …

E Pereda, M García-Torres, B Melián-Batista, S Mañas… - PloS one, 2018 - journals.plos.org
Functional connectivity (FC) characterizes brain activity from a multivariate set of N brain
signals by means of an NxN matrix A, whose elements estimate the dependence within each …