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[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 …
Multivariate information theory uncovers synergistic subsystems of the human cerebral cortex
One of the most well-established tools for modeling the brain is the functional connectivity
network, which is constructed from pairs of interacting brain regions. While powerful, the …
network, which is constructed from pairs of interacting brain regions. While powerful, the …
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 …
Information-processing dynamics in neural networks of macaque cerebral cortex reflect cognitive state and behavior
One of the essential functions of biological neural networks is the processing of information.
This includes everything from processing sensory information to perceive the environment …
This includes everything from processing sensory information to perceive the environment …
A synergistic workspace for human consciousness revealed by integrated information decomposition
How is the information-processing architecture of the human brain organised, and how does
its organisation support consciousness? Here, we combine network science and a rigorous …
its organisation support consciousness? Here, we combine network science and a rigorous …
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] Untangling synergistic effects of intersecting social identities with partial information decomposition
TF Varley, P Kaminski - Entropy, 2022 - mdpi.com
The theory of intersectionality proposes that an individual's experience of society has
aspects that are irreducible to the sum of one's various identities considered individually, but …
aspects that are irreducible to the sum of one's various identities considered individually, but …
[HTML][HTML] Evolving higher-order synergies reveals a trade-off between stability and information-integration capacity in complex systems
There has recently been an explosion of interest in how “higher-order” structures emerge in
complex systems comprised of many interacting elements (often called “synergistic” …
complex systems comprised of many interacting elements (often called “synergistic” …
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 …
Quantum partial information decomposition
SJ van Enk - Physical Review a, 2023 - APS
Partial information decomposition (PID) takes one step beyond Shannon's theory in
decomposing the information two variables, A and B, possess about a third variable, T, into …
decomposing the information two variables, A and B, possess about a third variable, T, into …