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Computational models link cellular mechanisms of neuromodulation to large-scale neural dynamics
Decades of neurobiological research have disclosed the diverse manners in which the
response properties of neurons are dynamically modulated to support adaptive cognitive …
response properties of neurons are dynamically modulated to support adaptive cognitive …
Dynamic models of large-scale brain activity
Movement, cognition and perception arise from the collective activity of neurons within
cortical circuits and across large-scale systems of the brain. While the causes of single …
cortical circuits and across large-scale systems of the brain. While the causes of single …
[HTML][HTML] Geometric constraints on human brain function
The anatomy of the brain necessarily constrains its function, but precisely how remains
unclear. The classical and dominant paradigm in neuroscience is that neuronal dynamics …
unclear. The classical and dominant paradigm in neuroscience is that neuronal dynamics …
Systematic evaluation of fMRI data-processing pipelines for consistent functional connectomics
Functional interactions between brain regions can be viewed as a network, enabling
neuroscientists to investigate brain function through network science. Here, we …
neuroscientists to investigate brain function through network science. Here, we …
Interacting spiral wave patterns underlie complex brain dynamics and are related to cognitive processing
The large-scale activity of the human brain exhibits rich and complex patterns, but the
spatiotemporal dynamics of these patterns and their functional roles in cognition remain …
spatiotemporal dynamics of these patterns and their functional roles in cognition remain …
Decoupling of brain function from structure reveals regional behavioral specialization in humans
The brain is an assembly of neuronal populations interconnected by structural pathways.
Brain activity is expressed on and constrained by this substrate. Therefore, statistical …
Brain activity is expressed on and constrained by this substrate. Therefore, statistical …
Phantom oscillations in principal component analysis
Principal component analysis (PCA) is a dimensionality reduction method that is known for
being simple and easy to interpret. Principal components are often interpreted as low …
being simple and easy to interpret. Principal components are often interpreted as low …
Functional connectivity dynamically evolves on multiple time-scales over a static structural connectome: Models and mechanisms
Over the last decade, we have observed a revolution in brain structural and functional
Connectomics. On one hand, we have an ever-more detailed characterization of the brain's …
Connectomics. On one hand, we have an ever-more detailed characterization of the brain's …
A graph signal processing perspective on functional brain imaging
Modern neuroimaging techniques provide us with unique views on brain structure and
function; ie, how the brain is wired, and where and when activity takes place. Data acquired …
function; ie, how the brain is wired, and where and when activity takes place. Data acquired …
A network control theory pipeline for studying the dynamics of the structural connectome
Network control theory (NCT) is a simple and powerful tool for studying how network
topology informs and constrains the dynamics of a system. Compared to other structure …
topology informs and constrains the dynamics of a system. Compared to other structure …