Edges in brain networks: Contributions to models of structure and function

J Faskowitz, RF Betzel, O Sporns - Network Neuroscience, 2022 - direct.mit.edu
Network models describe the brain as sets of nodes and edges that represent its distributed
organization. So far, most discoveries in network neuroscience have prioritized insights that …

[HTML][HTML] The emergence of multiscale connectomics-based approaches in stroke recovery

S Latifi, ST Carmichael - Trends in Neurosciences, 2024 - cell.com
Stroke is a leading cause of adult disability. Understanding stroke damage and recovery
requires deciphering changes in complex brain networks across different spatiotemporal …

Multivariate information theory uncovers synergistic subsystems of the human cerebral cortex

TF Varley, M Pope, J Faskowitz, O Sporns - Communications biology, 2023 - nature.com
One of the most well-established tools for modeling the brain is the functional connectivity
network, which is constructed from pairs of interacting brain regions. While powerful, the …

Partial entropy decomposition reveals higher-order information structures in human brain activity

TF Varley, M Pope, Maria Grazia, Joshua… - Proceedings of the …, 2023 - pnas.org
The standard approach to modeling the human brain as a complex system is with a network,
where the basic unit of interaction is a pairwise link between two brain regions. While …

A parsimonious description of global functional brain organization in three spatiotemporal patterns

T Bolt, JS Nomi, D Bzdok, JA Salas, C Chang… - Nature …, 2022 - nature.com
Resting-state functional magnetic resonance imaging (MRI) has yielded seemingly
disparate insights into large-scale organization of the human brain. The brain's large-scale …

Controversies and progress on standardization of large-scale brain network nomenclature

LQ Uddin, RF Betzel, JR Cohen… - Network …, 2023 - direct.mit.edu
Progress in scientific disciplines is accompanied by standardization of terminology. Network
neuroscience, at the level of macroscale organization of the brain, is beginning to confront …

Living on the edge: network neuroscience beyond nodes

RF Betzel, J Faskowitz, O Sporns - Trends in cognitive sciences, 2023 - cell.com
Network neuroscience has emphasized the connectional properties of neural elements–
cells, populations, and regions. This has come at the expense of the anatomical and …

Higher‐order functional connectivity analysis of resting‐state functional magnetic resonance imaging data using multivariate cumulants

R Hindriks, TAA Broeders… - Human brain …, 2024 - Wiley Online Library
Blood‐level oxygenation‐dependent (BOLD) functional magnetic resonance imaging (fMRI)
is the most common modality to study functional connectivity in the human brain. Most …

A mathematical perspective on edge-centric brain functional connectivity

L Novelli, A Razi - Nature Communications, 2022 - nature.com
Edge time series are increasingly used in brain imaging to study the node functional
connectivity (nFC) dynamics at the finest temporal resolution while avoiding sliding …

Modular origins of high-amplitude cofluctuations in fine-scale functional connectivity dynamics

M Pope, M Fukushima, RF Betzel, O Sporns - Proceedings of the National …, 2021 - pnas.org
The topology of structural brain networks shapes brain dynamics, including the correlation
structure of brain activity (functional connectivity) as estimated from functional neuroimaging …