Dynamic functional connectivity: promise, issues, and interpretations

RM Hutchison, T Womelsdorf, EA Allen, PA Bandettini… - Neuroimage, 2013 - Elsevier
The brain must dynamically integrate, coordinate, and respond to internal and external
stimuli across multiple time scales. Non-invasive measurements of brain activity with fMRI …

Functional and effective connectivity: a review

KJ Friston - Brain connectivity, 2011 - liebertpub.com
Over the past 20 years, neuroimaging has become a predominant technique in systems
neuroscience. One might envisage that over the next 20 years the neuroimaging of …

Functional connectome fingerprinting: identifying individuals using patterns of brain connectivity

ES Finn, X Shen, D Scheinost, MD Rosenberg… - Nature …, 2015 - nature.com
Functional magnetic resonance imaging (fMRI) studies typically collapse data from many
subjects, but brain functional organization varies between individuals. Here we establish …

Hierarchical dynamics as a macroscopic organizing principle of the human brain

RV Raut, AZ Snyder, ME Raichle - … of the National Academy of Sciences, 2020 - pnas.org
Multimodal evidence suggests that brain regions accumulate information over timescales
that vary according to anatomical hierarchy. Thus, these experimentally defined “temporal …

Using dual regression to investigate network shape and amplitude in functional connectivity analyses

LD Nickerson, SM Smith, D Öngür… - Frontiers in …, 2017 - frontiersin.org
Independent Component Analysis (ICA) is one of the most popular techniques for the
analysis of resting state FMRI data because it has several advantageous properties when …

On the stability of BOLD fMRI correlations

TO Laumann, AZ Snyder, A Mitra, EM Gordon… - Cerebral …, 2017 - academic.oup.com
Measurement of correlations between brain regions (functional connectivity) using blood
oxygen level dependent (BOLD) fMRI has proven to be a powerful tool for studying the …

[HTML][HTML] Decoding wakefulness levels from typical fMRI resting-state data reveals reliable drifts between wakefulness and sleep

E Tagliazucchi, H Laufs - Neuron, 2014 - cell.com
The mining of huge databases of resting-state brain activity recordings represents state of
the art in the assessment of endogenous neuronal activity—and may be a promising tool in …

Time–frequency dynamics of resting-state brain connectivity measured with fMRI

C Chang, GH Glover - Neuroimage, 2010 - Elsevier
Most studies of resting-state functional connectivity using fMRI employ methods that assume
temporal stationarity, such as correlation and data-driven decompositions computed across …

Resting‐state networks show dynamic functional connectivity in awake humans and anesthetized macaques

RM Hutchison, T Womelsdorf, JS Gati… - Human brain …, 2013 - Wiley Online Library
Characterization of large‐scale brain networks using blood‐oxygenation‐level‐dependent
functional magnetic resonance imaging is typically based on the assumption of network …

Advances and pitfalls in the analysis and interpretation of resting-state FMRI data

DM Cole, SM Smith, CF Beckmann - Frontiers in systems …, 2010 - frontiersin.org
The last 15 years have witnessed a steady increase in the number of resting-state functional
neuroimaging studies. The connectivity patterns of multiple functional, distributed, large …