Living on the edge: network neuroscience beyond nodes
Network neuroscience has emphasized the connectional properties of neural elements–
cells, populations, and regions. This has come at the expense of the anatomical and …
cells, populations, and regions. This has come at the expense of the anatomical and …
Partial entropy decomposition reveals higher-order information structures in human brain activity
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 …
where the basic unit of interaction is a pairwise link between two brain regions. While …
Edge-centric analysis of time-varying functional brain networks with applications in autism spectrum disorder
The interaction between brain regions changes over time, which can be characterized using
time-varying functional connectivity (tvFC). The common approach to estimate tvFC uses …
time-varying functional connectivity (tvFC). The common approach to estimate tvFC uses …
Multi-policy models of interregional communication in the human connectome
Network models of communication, eg shortest paths, diffusion, navigation, have become
useful tools for studying structure-function relationships in the brain. These models generate …
useful tools for studying structure-function relationships in the brain. These models generate …
Modular subgraphs in large-scale connectomes underpin spontaneous co-fluctuation events in mouse and human brains
Previous studies have adopted an edge-centric framework to study fine-scale network
dynamics in human fMRI. To date, however, no studies have applied this framework to data …
dynamics in human fMRI. To date, however, no studies have applied this framework to data …
Intermediately synchronised brain states optimise trade-off between subject specificity and predictive capacity
Functional connectivity (FC) refers to the statistical dependencies between activity of distinct
brain areas. To study temporal fluctuations in FC within the duration of a functional magnetic …
brain areas. To study temporal fluctuations in FC within the duration of a functional magnetic …
Intermediately Synchronised Brain States optimise trade-off between Subject Identifiability and Predictive Capacity
Functional connectivity (FC) refers to the statistical dependencies between activity of distinct
brain areas. To study temporal fluctuations in FC within the duration of a functional magnetic …
brain areas. To study temporal fluctuations in FC within the duration of a functional magnetic …
System-level high-amplitude co-fluctuations
Edge time series decompose interregional correlations (functional connectivity; FC) into their
time-varying contributions. Previous studies have revealed that brief, high-amplitude, and …
time-varying contributions. Previous studies have revealed that brief, high-amplitude, and …
Cofluctuation analysis reveals aberrant default mode network patterns in adolescents and youths with autism spectrum disorder
L Li, X Su, Q Zheng, J Xiao, XY Huang… - Human Brain …, 2022 - Wiley Online Library
Resting‐state functional connectivity (rsFC) approaches provide informative estimates of the
functional architecture of the brain, and recently‐proposed cofluctuation analysis temporally …
functional architecture of the brain, and recently‐proposed cofluctuation analysis temporally …
[图书][B] Uncovering Higher-Order Structures in Complex Systems with Multivariate Information Theory
TF Varley - 2023 - search.proquest.com
Complex systems are defined by the presence of intricate, emergent structures that integrate
many disparate elements into a single “whole.” A central challenge of modern science is …
many disparate elements into a single “whole.” A central challenge of modern science is …