Network neuroscience
DS Bassett, O Sporns - Nature neuroscience, 2017 - nature.com
Despite substantial recent progress, our understanding of the principles and mechanisms
underlying complex brain function and cognition remains incomplete. Network neuroscience …
underlying complex brain function and cognition remains incomplete. Network neuroscience …
On simplicity and complexity in the brave new world of large-scale neuroscience
P Gao, S Ganguli - Current opinion in neurobiology, 2015 - Elsevier
Technological advances have dramatically expanded our ability to probe multi-neuronal
dynamics and connectivity in the brain. However, our ability to extract a simple conceptual …
dynamics and connectivity in the brain. However, our ability to extract a simple conceptual …
Neuroscience needs network science
The brain is a complex system comprising a myriad of interacting neurons, posing significant
challenges in understanding its structure, function, and dynamics. Network science has …
challenges in understanding its structure, function, and dynamics. Network science has …
Structural and functional brain networks: from connections to cognition
Background The human brain presents a puzzling and challenging paradox: Despite a fixed
anatomy, characterized by its connectivity, its functional repertoire is vast, enabling action …
anatomy, characterized by its connectivity, its functional repertoire is vast, enabling action …
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 …
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 …
Network and multilayer network approaches to understanding human brain dynamics
SF Muldoon, DS Bassett - Philosophy of Science, 2016 - cambridge.org
Network neuroscience provides a systems approach to the study of the brain and enables
the examination of interactions measured at different temporal and spatial scales. We review …
the examination of interactions measured at different temporal and spatial scales. We review …
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 …
Structure and function of complex brain networks
O Sporns - Dialogues in clinical neuroscience, 2013 - Taylor & Francis
An increasing number of theoretical and empirical studies approach the function of the
human brain from a network perspective. The analysis of brain networks is made feasible by …
human brain from a network perspective. The analysis of brain networks is made feasible by …
[HTML][HTML] From regions to connections and networks: new bridges between brain and behavior
Highlights•Brain-behavior relations have traditionally been studied with univariate
approaches.•Recent studies have revealed the modular architecture of brain networks.•Task …
approaches.•Recent studies have revealed the modular architecture of brain networks.•Task …