Brain network communication: concepts, models and applications

C Seguin, O Sporns, A Zalesky - Nature reviews neuroscience, 2023 - nature.com
Understanding communication and information processing in nervous systems is a central
goal of neuroscience. Over the past two decades, advances in connectomics and network …

[HTML][HTML] Linking structure and function in macroscale brain networks

LE Suárez, RD Markello, RF Betzel, B Misic - Trends in cognitive sciences, 2020 - cell.com
Structure–function relationships are a fundamental principle of many naturally occurring
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 …

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 …

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 …

Heritability and interindividual variability of regional structure-function coupling

Z Gu, KW Jamison, MR Sabuncu… - Nature Communications, 2021 - nature.com
White matter structural connections are likely to support flow of functional activation or
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 …

Correlated gene expression supports synchronous activity in brain networks

J Richiardi, A Altmann, AC Milazzo, C Chang… - Science, 2015 - science.org
During rest, brain activity is synchronized between different regions widely distributed
throughout the brain, forming functional networks. However, the molecular mechanisms …

Machine learning in resting-state fMRI analysis

M Khosla, K Jamison, GH Ngo, A Kuceyeski… - Magnetic resonance …, 2019 - Elsevier
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 …

A graph signal processing perspective on functional brain imaging

W Huang, TAW Bolton, JD Medaglia… - Proceedings of the …, 2018 - ieeexplore.ieee.org
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 …