Modern network science of neurological disorders
CJ Stam - Nature Reviews Neuroscience, 2014 - nature.com
Modern network science has revealed fundamental aspects of normal brain-network
organization, such as small-world and scale-free patterns, hierarchical modularity, hubs and …
organization, such as small-world and scale-free patterns, hierarchical modularity, hubs and …
The trees and the forest: characterization of complex brain networks with minimum spanning trees
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 …
activation to the exploration of the organization and functioning of large-scale structural and …
The minimum spanning tree: an unbiased method for brain network analysis
The brain is increasingly studied with graph theoretical approaches, which can be used to
characterize network topology. However, studies on brain networks have reported …
characterize network topology. However, studies on brain networks have reported …
Spatiotemporal dynamics of continuum neural fields
PC Bressloff - Journal of Physics A: Mathematical and …, 2011 - iopscience.iop.org
We survey recent analytical approaches to studying the spatiotemporal dynamics of
continuum neural fields. Neural fields model the large-scale dynamics of spatially structured …
continuum neural fields. Neural fields model the large-scale dynamics of spatially structured …
Functional and structural brain networks in epilepsy: what have we learned?
E van Diessen, SJH Diederen, KPJ Braun… - …, 2013 - Wiley Online Library
Brain functioning is increasingly seen as a complex interplay of dynamic neural systems that
rely on the integrity of structural and functional networks. Recent studies that have …
rely on the integrity of structural and functional networks. Recent studies that have …
Minimum spanning tree based graph neural network for emotion classification using EEG
H Liu, J Zhang, Q Liu, J Cao - Neural Networks, 2022 - Elsevier
Emotion classification based on neurophysiology signals has been a challenging issue in
the literature. Recent neuroscience findings suggest that brain network structure underlying …
the literature. Recent neuroscience findings suggest that brain network structure underlying …
[HTML][HTML] Graph analysis of EEG resting state functional networks in dyslexic readers
Objective Neuroimaging research suggested a mixed pattern of functional connectivity
abnormalities in developmental dyslexia. We examined differences in the topological …
abnormalities in developmental dyslexia. We examined differences in the topological …
The directionality and functional organization of frontoparietal connectivity during consciousness and anesthesia in humans
Frontoparietal connectivity has been suggested to be important in conscious processing and
its interruption is thought to be one mechanism of general anesthesia. Data in animals …
its interruption is thought to be one mechanism of general anesthesia. Data in animals …
Growing trees in child brains: graph theoretical analysis of electroencephalography-derived minimum spanning tree in 5-and 7-year-old children reflects brain …
M Boersma, DJA Smit, DI Boomsma… - Brain …, 2013 - liebertpub.com
The child brain is a small-world network, which is hypothesized to change toward more
ordered configurations with development. In graph theoretical studies, comparing network …
ordered configurations with development. In graph theoretical studies, comparing network …
Functional brain network analysis using minimum spanning trees in Multiple Sclerosis: an MEG source-space study
Abstract Cognitive dysfunction in Multiple Sclerosis (MS) is closely related to altered
functional brain network topology. Conventional network analyses to compare groups are …
functional brain network topology. Conventional network analyses to compare groups are …