[HTML][HTML] Resolving structural variability in network models and the brain
Large-scale white matter pathways crisscrossing the cortex create a complex pattern of
connectivity that underlies human cognitive function. Generative mechanisms for this …
connectivity that underlies human cognitive function. Generative mechanisms for this …
Contributions and challenges for network models in cognitive neuroscience
O Sporns - Nature neuroscience, 2014 - nature.com
The confluence of new approaches in recording patterns of brain connectivity and
quantitative analytic tools from network science has opened new avenues toward …
quantitative analytic tools from network science has opened new avenues toward …
Towards a biologically annotated brain connectome
The brain is a network of interleaved neural circuits. In modern connectomics, brain
connectivity is typically encoded as a network of nodes and edges, abstracting away the rich …
connectivity is typically encoded as a network of nodes and edges, abstracting away the rich …
Connectome sensitivity or specificity: which is more important?
Connectomes with high sensitivity and high specificity are unattainable with current axonal
fiber reconstruction methods, particularly at the macro-scale afforded by magnetic …
fiber reconstruction methods, particularly at the macro-scale afforded by magnetic …
Combining network topology and information theory to construct representative brain networks
AI Luppi, EA Stamatakis - Network Neuroscience, 2021 - direct.mit.edu
Network neuroscience employs graph theory to investigate the human brain as a complex
network, and derive generalizable insights about the brain's network properties. However …
network, and derive generalizable insights about the brain's network properties. However …
On the nature and use of models in network neuroscience
Network theory provides an intuitively appealing framework for studying relationships
among interconnected brain mechanisms and their relevance to behaviour. As the space of …
among interconnected brain mechanisms and their relevance to behaviour. As the space of …
Principles and open questions in functional brain network reconstruction
O Korhonen, M Zanin, D Papo - Human Brain Mapping, 2021 - Wiley Online Library
Graph theory is now becoming a standard tool in system‐level neuroscience. However,
endowing observed brain anatomy and dynamics with a complex network representation …
endowing observed brain anatomy and dynamics with a complex network representation …
Edges in brain networks: Contributions to models of structure and function
Network models describe the brain as sets of nodes and edges that represent its distributed
organization. So far, most discoveries in network neuroscience have prioritized insights that …
organization. So far, most discoveries in network neuroscience have prioritized insights that …
From simple graphs to the connectome: networks in neuroimaging
O Sporns - Neuroimage, 2012 - Elsevier
Connectivity is fundamental for understanding the nature of brain function. The intricate web
of synaptic connections among neurons is critically important for shaping neural responses …
of synaptic connections among neurons is critically important for shaping neural responses …