Graph neural networks in network neuroscience
Noninvasive medical neuroimaging has yielded many discoveries about the brain
connectivity. Several substantial techniques map** morphological, structural and …
connectivity. Several substantial techniques map** morphological, structural and …
On the nature and use of models in network neuroscience
Network theory provides an intuitively appealing framework for studying relationships
among interconnected brain mechanisms and their relevance to behaviour. As the space of …
among interconnected brain mechanisms and their relevance to behaviour. As the space of …
Small-world brain networks revisited
It is nearly 20 years since the concept of a small-world network was first quantitatively
defined, by a combination of high clustering and short path length; and about 10 years since …
defined, by a combination of high clustering and short path length; and about 10 years since …
The physics of brain network structure, function and control
The brain is characterized by heterogeneous patterns of structural connections supporting
unparalleled feats of cognition and a wide range of behaviours. New non-invasive imaging …
unparalleled feats of cognition and a wide range of behaviours. New non-invasive imaging …
GRETNA: a graph theoretical network analysis toolbox for imaging connectomics
Recent studies have suggested that the brain's structural and functional networks (ie,
connectomics) can be constructed by various imaging technologies (eg, EEG/MEG; …
connectomics) can be constructed by various imaging technologies (eg, EEG/MEG; …
[HTML][HTML] Proportional thresholding in resting-state fMRI functional connectivity networks and consequences for patient-control connectome studies: Issues and …
Graph theoretical analysis has become an important tool in the examination of brain
dysconnectivity in neurological and psychiatric brain disorders. A common analysis step in …
dysconnectivity in neurological and psychiatric brain disorders. A common analysis step in …
BrainNet Viewer: a network visualization tool for human brain connectomics
The human brain is a complex system whose topological organization can be represented
using connectomics. Recent studies have shown that human connectomes can be …
using connectomics. Recent studies have shown that human connectomes can be …
Network hubs in the human brain
Virtually all domains of cognitive function require the integration of distributed neural activity.
Network analysis of human brain connectivity has consistently identified sets of regions that …
Network analysis of human brain connectivity has consistently identified sets of regions that …
[HTML][HTML] The entropic brain: a theory of conscious states informed by neuroimaging research with psychedelic drugs
Entropy is a dimensionless quantity that is used for measuring uncertainty about the state of
a system but it can also imply physical qualities, where high entropy is synonymous with …
a system but it can also imply physical qualities, where high entropy is synonymous with …
Sex differences in the structural connectome of the human brain
M Ingalhalikar, A Smith, D Parker… - Proceedings of the …, 2014 - National Acad Sciences
Sex differences in human behavior show adaptive complementarity: Males have better
motor and spatial abilities, whereas females have superior memory and social cognition …
motor and spatial abilities, whereas females have superior memory and social cognition …