Connectivity analysis in EEG data: a tutorial review of the state of the art and emerging trends
Understanding how different areas of the human brain communicate with each other is a
crucial issue in neuroscience. The concepts of structural, functional and effective …
crucial issue in neuroscience. The concepts of structural, functional and effective …
Review of advanced techniques for the estimation of brain connectivity measured with EEG/MEG
V Sakkalis - Computers in biology and medicine, 2011 - Elsevier
Brain connectivity can be modeled and quantified with a large number of techniques. The
main objective of this paper is to present the most modern and widely established …
main objective of this paper is to present the most modern and widely established …
Speaker gaze increases information coupling between infant and adult brains
When infants and adults communicate, they exchange social signals of availability and
communicative intention such as eye gaze. Previous research indicates that when …
communicative intention such as eye gaze. Previous research indicates that when …
Electrophysiological brain connectivity: theory and implementation
We review the theory and algorithms of electrophysiological brain connectivity analysis. This
tutorial is aimed at providing an introduction to brain functional connectivity from …
tutorial is aimed at providing an introduction to brain functional connectivity from …
Major depressive disorder diagnosis based on effective connectivity in EEG signals: a convolutional neural network and long short-term memory approach
Deep learning techniques have recently made considerable advances in the field of artificial
intelligence. These methodologies can assist psychologists in early diagnosis of mental …
intelligence. These methodologies can assist psychologists in early diagnosis of mental …
A systematic framework for functional connectivity measures
Various methods have been proposed to characterize the functional connectivity between
nodes in a network measured with different modalities (electrophysiology, functional …
nodes in a network measured with different modalities (electrophysiology, functional …
A graph theory-based modeling of functional brain connectivity based on EEG: a systematic review in the context of neuroergonomics
Graph theory analysis, a mathematical approach, has been applied in brain connectivity
studies to explore the organization of network patterns. The computation of graph theory …
studies to explore the organization of network patterns. The computation of graph theory …
Literature review of stroke assessment for upper-extremity physical function via EEG, EMG, kinematic, and kinetic measurements and their reliability
Background Significant clinician training is required to mitigate the subjective nature and
achieve useful reliability between measurement occasions and therapists. Previous …
achieve useful reliability between measurement occasions and therapists. Previous …
Review of the methods of determination of directed connectivity from multichannel data
KJ Blinowska - Medical & biological engineering & computing, 2011 - Springer
The methods applied for estimation of functional connectivity from multichannel data are
described with special emphasis on the estimators of directedness such as directed transfer …
described with special emphasis on the estimators of directedness such as directed transfer …
Frequency-specific hippocampal-prefrontal interactions during associative learning
SL Brincat, EK Miller - Nature neuroscience, 2015 - nature.com
Much of our knowledge of the world depends on learning associations (for example, face-
name), for which the hippocampus (HPC) and prefrontal cortex (PFC) are critical. HPC-PFC …
name), for which the hippocampus (HPC) and prefrontal cortex (PFC) are critical. HPC-PFC …