[HTML][HTML] Information decomposition and the informational architecture of the brain
To explain how the brain orchestrates information-processing for cognition, we must
understand information itself. Importantly, information is not a monolithic entity. Information …
understand information itself. Importantly, information is not a monolithic entity. Information …
[HTML][HTML] The complex brain: connectivity, dynamics, information
O Sporns - Trends in cognitive sciences, 2022 - cell.com
Most would agree, the brain is complex. But, beyond metaphor, does the brain's complexity
demand a paradigm shift in how we study its structure and function? I argue that complexity …
demand a paradigm shift in how we study its structure and function? I argue that complexity …
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 …
[HTML][HTML] Revealing the dynamics of neural information processing with multivariate information decomposition
The varied cognitive abilities and rich adaptive behaviors enabled by the animal nervous
system are often described in terms of information processing. This framing raises the issue …
system are often described in terms of information processing. This framing raises the issue …
[HTML][HTML] Neural complexity through a nonextensive statistical–mechanical approach of human electroencephalograms
The brain is a complex system whose understanding enables potentially deeper
approaches to mental phenomena. Dynamics of wide classes of complex systems have …
approaches to mental phenomena. Dynamics of wide classes of complex systems have …
Rehabilitation modulates high-order interactions among large-scale brain networks in subacute stroke
The recovery of motor functions after stroke is fostered by the functional integration of large-
scale brain networks, including the motor network (MN) and high-order cognitive controls …
scale brain networks, including the motor network (MN) and high-order cognitive controls …
[HTML][HTML] Generalized decomposition of multivariate information
TF Varley - Plos one, 2024 - journals.plos.org
Since its introduction, the partial information decomposition (PID) has emerged as a
powerful, information-theoretic technique useful for studying the structure of (potentially …
powerful, information-theoretic technique useful for studying the structure of (potentially …
[HTML][HTML] State-switching and high-order spatiotemporal organization of dynamic functional connectivity are disrupted by Alzheimer's disease
Spontaneous activity during the resting state, tracked by BOLD fMRI imaging, or shortly
rsfMRI, gives rise to brain-wide dynamic patterns of interregional correlations, whose …
rsfMRI, gives rise to brain-wide dynamic patterns of interregional correlations, whose …
[HTML][HTML] Behavioural relevance of redundant and synergistic stimulus information between functionally connected neurons in mouse auditory cortex
Measures of functional connectivity have played a central role in advancing our
understanding of how information is transmitted and processed within the brain …
understanding of how information is transmitted and processed within the brain …
Learning High-Order Relationships of Brain Regions
Discovering reliable and informative relationships among brain regions from functional
magnetic resonance imaging (fMRI) signals is essential in phenotypic predictions in …
magnetic resonance imaging (fMRI) signals is essential in phenotypic predictions in …