The trees and the forest: characterization of complex brain networks with minimum spanning trees

CJ Stam, P Tewarie, E Van Dellen… - International journal of …, 2014 - Elsevier
In recent years there has been a shift in focus from the study of local, mostly task-related
activation to the exploration of the organization and functioning of large-scale structural and …

Reproducibility of functional connectivity and graph measures based on the phase lag index (PLI) and weighted phase lag index (wPLI) derived from high resolution …

M Hardmeier, F Hatz, H Bousleiman, C Schindler… - PloS one, 2014 - journals.plos.org
Functional connectivity (FC) and graph measures provide powerful means to analyze
complex networks. The current study determines the inter-subject-variability using the …

Multiscale modeling of brain dynamics: from single neurons and networks to mathematical tools

C Siettos, J Starke - Wiley Interdisciplinary Reviews: Systems …, 2016 - Wiley Online Library
The extreme complexity of the brain naturally requires mathematical modeling approaches
on a large variety of scales; the spectrum ranges from single neuron dynamics over the …

EEG functional connectivity metrics wPLI and wSMI account for distinct types of brain functional interactions

LS Imperatori, M Betta, L Cecchetti… - Scientific reports, 2019 - nature.com
Abstract The weighted Phase Lag Index (wPLI) and the weighted Symbolic Mutual
Information (wSMI) represent two robust and widely used methods for MEG/EEG functional …

Reconfiguration of network hub structure after propofol-induced unconsciousness

H Lee, GA Mashour, GJ Noh, S Kim, UC Lee - Anesthesiology, 2013 - pubs.asahq.org
Introduction: General anesthesia induces unconsciousness along with functional changes in
brain networks. Considering the essential role of hub structures for efficient information …

EEG-based classification of lower limb motor imagery with brain network analysis

L Gu, Z Yu, T Ma, H Wang, Z Li, H Fan - Neuroscience, 2020 - Elsevier
This study aims to investigate the difference in cortical signal characteristics between the left
and right foot imaginary movements and to improve the classification accuracy of the …

Single-channel selection for EEG-based emotion recognition using brain rhythm sequencing

JW Li, S Barma, PU Mak, F Chen, C Li… - IEEE Journal of …, 2022 - ieeexplore.ieee.org
Recently, electroencephalography (EEG) signals have shown great potential for emotion
recognition. Nevertheless, multichannel EEG recordings lead to redundant data …

Revealing a brain network endophenotype in families with idiopathic generalised epilepsy

FA Chowdhury, W Woldman, THB FitzGerald… - PloS one, 2014 - journals.plos.org
Idiopathic generalised epilepsy (IGE) has a genetic basis. The mechanism of seizure
expression is not fully known, but is assumed to involve large-scale brain networks. We …

Functional and structural brain network correlates of visual hallucinations in Lewy body dementia

R Mehraram, LR Peraza, NRE Murphy, RA Cromarty… - Brain, 2022 - academic.oup.com
Visual hallucinations are a common feature of Lewy body dementia. Previous studies have
shown that visual hallucinations are highly specific in differentiating Lewy body dementia …

[HTML][HTML] Sleep and cognition in aging dogs. A polysomnographic study

A Mondino, M Catanzariti, DM Mateos… - Frontiers in Veterinary …, 2023 - frontiersin.org
Introduction: Sleep is fundamental for cognitive homeostasis, especially in senior
populations since clearance of amyloid beta (key in the pathophysiology of Alzheimer's …