Null models in network neuroscience

F Váša, B Mišić - Nature Reviews Neuroscience, 2022 - nature.com
Recent advances in imaging and tracing technology provide increasingly detailed
reconstructions of brain connectomes. Concomitant analytic advances enable rigorous …

[HTML][HTML] Resolving structural variability in network models and the brain

F Klimm, DS Bassett, JM Carlson… - PLoS computational …, 2014 - journals.plos.org
Large-scale white matter pathways crisscrossing the cortex create a complex pattern of
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 …

Towards a biologically annotated brain connectome

V Bazinet, JY Hansen, B Misic - Nature reviews neuroscience, 2023 - nature.com
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 …

Connectome sensitivity or specificity: which is more important?

A Zalesky, A Fornito, L Cocchi, LL Gollo… - Neuroimage, 2016 - Elsevier
Connectomes with high sensitivity and high specificity are unattainable with current axonal
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 …

On the nature and use of models in network neuroscience

DS Bassett, P Zurn, JI Gold - Nature Reviews Neuroscience, 2018 - nature.com
Network theory provides an intuitively appealing framework for studying relationships
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 …

Edges in brain networks: Contributions to models of structure and function

J Faskowitz, RF Betzel, O Sporns - Network Neuroscience, 2022 - direct.mit.edu
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 …

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 …