Complex brain networks: graph theoretical analysis of structural and functional systems

E Bullmore, O Sporns - Nature reviews neuroscience, 2009 - nature.com
Recent developments in the quantitative analysis of complex networks, based largely on
graph theory, have been rapidly translated to studies of brain network organization. The …

Brain graphs: graphical models of the human brain connectome

ET Bullmore, DS Bassett - Annual review of clinical psychology, 2011 - annualreviews.org
Brain graphs provide a relatively simple and increasingly popular way of modeling the
human brain connectome, using graph theory to abstractly define a nervous system as a set …

Complex network measures of brain connectivity: uses and interpretations

M Rubinov, O Sporns - Neuroimage, 2010 - Elsevier
Brain connectivity datasets comprise networks of brain regions connected by anatomical
tracts or by functional associations. Complex network analysis—a new multidisciplinary …

GRETNA: a graph theoretical network analysis toolbox for imaging connectomics

J Wang, X Wang, M **a, X Liao, A Evans… - Frontiers in human …, 2015 - frontiersin.org
Recent studies have suggested that the brain's structural and functional networks (ie,
connectomics) can be constructed by various imaging technologies (eg, EEG/MEG; …

Rich-club organization of the human connectome

MP Van Den Heuvel, O Sporns - Journal of Neuroscience, 2011 - Soc Neuroscience
The human brain is a complex network of interlinked regions. Recent studies have
demonstrated the existence of a number of highly connected and highly central neocortical …

A whole brain fMRI atlas generated via spatially constrained spectral clustering

RC Craddock, GA James… - Human brain …, 2012 - Wiley Online Library
Connectivity analyses and computational modeling of human brain function from fMRI data
frequently require the specification of regions of interests (ROIs). Several analyses have …

Dynamic reconfiguration of human brain networks during learning

DS Bassett, NF Wymbs, MA Porter… - Proceedings of the …, 2011 - National Acad Sciences
Human learning is a complex phenomenon requiring flexibility to adapt existing brain
function and precision in selecting new neurophysiological activities to drive desired …

Network centrality in the human functional connectome

XN Zuo, R Ehmke, M Mennes, D Imperati… - Cerebral …, 2012 - academic.oup.com
The network architecture of functional connectivity within the human brain connectome is
poorly understood at the voxel level. Here, using resting state functional magnetic …

Comparing brain networks of different size and connectivity density using graph theory

BCM Van Wijk, CJ Stam, A Daffertshofer - PloS one, 2010 - journals.plos.org
Graph theory is a valuable framework to study the organization of functional and anatomical
connections in the brain. Its use for comparing network topologies, however, is not without …

Chimera states in neuronal networks: A review

S Majhi, BK Bera, D Ghosh, M Perc - Physics of life reviews, 2019 - Elsevier
Neuronal networks, similar to many other complex systems, self-organize into fascinating
emergent states that are not only visually compelling, but also vital for the proper functioning …