Brain network communication: concepts, models and applications
Understanding communication and information processing in nervous systems is a central
goal of neuroscience. Over the past two decades, advances in connectomics and network …
goal of neuroscience. Over the past two decades, advances in connectomics and network …
[HTML][HTML] Linking structure and function in macroscale brain networks
Structure–function relationships are a fundamental principle of many naturally occurring
systems. However, network neuroscience research suggests that there is an imperfect link …
systems. However, network neuroscience research suggests that there is an imperfect link …
Graph theory methods: applications in brain networks
O Sporns - Dialogues in clinical neuroscience, 2018 - Taylor & Francis
Network neuroscience is a thriving and rapidly expanding field. Empirical data on brain
networks, from molecular to behavioral scales, are ever increasing in size and complexity …
networks, from molecular to behavioral scales, are ever increasing in size and complexity …
Communication dynamics in complex brain networks
A Avena-Koenigsberger, B Misic… - Nature reviews …, 2018 - nature.com
Neuronal signalling and communication underpin virtually all aspects of brain activity and
function. Network science approaches to modelling and analysing the dynamics of …
function. Network science approaches to modelling and analysing the dynamics of …
Gradients of structure–function tethering across neocortex
B Vázquez-Rodríguez, LE Suárez… - Proceedings of the …, 2019 - National Acad Sciences
The white matter architecture of the brain imparts a distinct signature on neuronal
coactivation patterns. Interregional projections promote synchrony among distant neuronal …
coactivation patterns. Interregional projections promote synchrony among distant neuronal …
Heritability and interindividual variability of regional structure-function coupling
White matter structural connections are likely to support flow of functional activation or
functional connectivity. While the relationship between structural and functional connectivity …
functional connectivity. While the relationship between structural and functional connectivity …
Brain networks and cognitive architectures
SE Petersen, O Sporns - Neuron, 2015 - cell.com
Most accounts of human cognitive architectures have focused on computational accounts of
cognition while making little contact with the study of anatomical structures and physiological …
cognition while making little contact with the study of anatomical structures and physiological …
Correlated gene expression supports synchronous activity in brain networks
During rest, brain activity is synchronized between different regions widely distributed
throughout the brain, forming functional networks. However, the molecular mechanisms …
throughout the brain, forming functional networks. However, the molecular mechanisms …
Machine learning in resting-state fMRI analysis
Abstract Machine learning techniques have gained prominence for the analysis of resting-
state functional Magnetic Resonance Imaging (rs-fMRI) data. Here, we present an overview …
state functional Magnetic Resonance Imaging (rs-fMRI) data. Here, we present an overview …
A graph signal processing perspective on functional brain imaging
Modern neuroimaging techniques provide us with unique views on brain structure and
function; ie, how the brain is wired, and where and when activity takes place. Data acquired …
function; ie, how the brain is wired, and where and when activity takes place. Data acquired …