Brain functional connectivity through phase coupling of neuronal oscillations: a perspective from magnetoencephalography
Magnetoencephalography has gained an increasing importance in systems neuroscience
thanks to the possibility it offers of unraveling brain networks at time-scales relevant to …
thanks to the possibility it offers of unraveling brain networks at time-scales relevant to …
Nonlinear system identification of neural systems from neurophysiological signals
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 …
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
Reference electrode standardization technique (REST) has been increasingly
acknowledged and applied as a re-reference technique to transform an actual multi …
acknowledged and applied as a re-reference technique to transform an actual multi …
A simulation framework for benchmarking EEG-based brain connectivity estimation methodologies
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 …
functional and effective brain connectivity. Yet, there is currently a mismatch between the …
Impact of the reference choice on scalp EEG connectivity estimation
Objective. Several scalp EEG functional connectivity studies, mostly clinical, seem to
overlook the reference electrode impact. The subsequent interpretation of brain connectivity …
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
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 …
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 …
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
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 …
dynamics in a variety of functional systems. In the motor system, DCM studies based on …
The bispectrum and its relationship to phase-amplitude coupling
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 …
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 …
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 …
signals by means of an NxN matrix A, whose elements estimate the dependence within each …