Benchmarking methods for mapping functional connectivity in the brain
The networked architecture of the brain promotes synchrony among neuronal populations
and the emergence of coherent dynamics. These communication patterns can be …
and the emergence of coherent dynamics. These communication patterns can be …
Modeling of individual neurophysiological brain connectivity
Introduction Computational models are often used to assess how functional connectivity
(FC) patterns emerge from neuronal population dynamics and anatomical connections in the …
(FC) patterns emerge from neuronal population dynamics and anatomical connections in the …
[HTML][HTML] Individualized event structure drives individual differences in whole-brain functional connectivity
Resting-state functional connectivity is typically modeled as the correlation structure of
whole-brain regional activity. It is studied widely, both to gain insight into the brain's intrinsic …
whole-brain regional activity. It is studied widely, both to gain insight into the brain's intrinsic …
Test–retest reliability and predictive utility of a macroscale principal functional connectivity gradient
AR Knodt, ML Elliott, ET Whitman, A Winn… - Human Brain …, 2023 - Wiley Online Library
Mapping individual differences in brain function has been hampered by poor reliability as
well as limited interpretability. Leveraging patterns of brain‐wide functional connectivity (FC) …
well as limited interpretability. Leveraging patterns of brain‐wide functional connectivity (FC) …
Converging on consistent functional connectomics
Functional interactions between brain regions can be viewed as a network, empowering
neuroscientists to leverage network science to investigate distributed brain function …
neuroscientists to leverage network science to investigate distributed brain function …
[HTML][HTML] Advancing the measurement, interpretation, and validation of dynamic functional connectivity
D O'Connor, C Chang, GD Mitsis - Frontiers in Human Neuroscience, 2023 - frontiersin.org
This special issue attempts to identify novel methodology which bolsters the study of
dynamic Functional Connectivity (dFC). There is still much debate as to whether estimates of …
dynamic Functional Connectivity (dFC). There is still much debate as to whether estimates of …
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 …
[PDF][PDF] High-amplitude co-fluctuations in cortical activity drive resting-state functional connectivity
Resting-state functional connectivity is used throughout neuroscience to study brain
organization and to generate biomarkers of development, disease, and cognition. The …
organization and to generate biomarkers of development, disease, and cognition. The …
[HTML][HTML] Manifold learning of dynamic functional connectivity reliably identifies functionally consistent coupling patterns in human brains
Y Yang, L Wang, Y Lei, Y Zhu, H Shen - Brain Sciences, 2019 - mdpi.com
Most previous work on dynamic functional connectivity (dFC) has focused on analyzing
temporal traits of functional connectivity (similar coupling patterns at different timepoints) …
temporal traits of functional connectivity (similar coupling patterns at different timepoints) …
Spatial and temporal autocorrelation weave complexity in brain networks
Correlations are a basic object of analysis across neuroscience, but multivariate patterns of
correlations can be difficult to interpret. For example, correlations are fundamental to …
correlations can be difficult to interpret. For example, correlations are fundamental to …