[HTML][HTML] The dynamic functional connectome: State-of-the-art and perspectives
Resting-state functional magnetic resonance imaging (fMRI) has highlighted the rich
structure of brain activity in absence of a task or stimulus. A great effort has been dedicated …
structure of brain activity in absence of a task or stimulus. A great effort has been dedicated …
Assessing and tuning brain decoders: cross-validation, caveats, and guidelines
Decoding, ie prediction from brain images or signals, calls for empirical evaluation of its
predictive power. Such evaluation is achieved via cross-validation, a method also used to …
predictive power. Such evaluation is achieved via cross-validation, a method also used to …
Graph analysis of functional brain networks: practical issues in translational neuroscience
The brain can be regarded as a network: a connected system where nodes, or units,
represent different specialized regions and links, or connections, represent communication …
represent different specialized regions and links, or connections, represent communication …
Transient brain activity disentangles fMRI resting-state dynamics in terms of spatially and temporally overlap** networks
Dynamics of resting-state functional magnetic resonance imaging (fMRI) provide a new
window onto the organizational principles of brain function. Using state-of-the-art signal …
window onto the organizational principles of brain function. Using state-of-the-art signal …
When makes you unique: Temporality of the human brain fingerprint
The extraction of “fingerprints” from human brain connectivity data has become a new
frontier in neuroscience. However, the time scales of human brain identifiability are still …
frontier in neuroscience. However, the time scales of human brain identifiability are still …
How to interpret resting-state fMRI: ask your participants
Resting-state fMRI (rsfMRI) reveals brain dynamics in a task-unconstrained environment as
subjects let their minds wander freely. Consequently, resting subjects navigate a rich space …
subjects let their minds wander freely. Consequently, resting subjects navigate a rich space …
Tools of the trade: estimating time-varying connectivity patterns from fMRI data
Given the dynamic nature of the brain, there has always been a motivation to move beyond
'static'functional connectivity, which characterizes functional interactions over an extended …
'static'functional connectivity, which characterizes functional interactions over an extended …
[HTML][HTML] rsHRF: A toolbox for resting-state HRF estimation and deconvolution
The hemodynamic response function (HRF) greatly influences the intra-and inter-subject
variability of brain activation and connectivity, and might confound the estimation of temporal …
variability of brain activation and connectivity, and might confound the estimation of temporal …
Hierarchy of information processing in the brain: a novel 'intrinsic ignition'framework
A general theory of brain function has to be able to explain local and non-local network
computations over space and time. We propose a new framework to capture the key …
computations over space and time. We propose a new framework to capture the key …
Time-resolved resting-state functional magnetic resonance imaging analysis: current status, challenges, and new directions
Time-resolved analysis of resting-state functional magnetic resonance imaging (rs-fMRI)
data allows researchers to extract more information about brain function than traditional …
data allows researchers to extract more information about brain function than traditional …