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 …

Graph analysis of the human connectome: promise, progress, and pitfalls

A Fornito, A Zalesky, M Breakspear - Neuroimage, 2013 - Elsevier
The human brain is a complex, interconnected network par excellence. Accurate and
informative mapping of this human connectome has become a central goal of neuroscience …

[图书][B] Fundamentals of brain network analysis

A Fornito, A Zalesky, E Bullmore - 2016 - books.google.com
Fundamentals of Brain Network Analysis is a comprehensive and accessible introduction to
methods for unraveling the extraordinary complexity of neuronal connectivity. From the …

[图书][B] The structure of complex networks: theory and applications

E Estrada - 2012 - books.google.com
This book deals with the analysis of the structure of complex networks by combining results
from graph theory, physics, and pattern recognition. The book is divided into two parts. 11 …

Exploring the brain network: a review on resting-state fMRI functional connectivity

MP Van Den Heuvel, HEH Pol - European neuropsychopharmacology, 2010 - Elsevier
Our brain is a network. It consists of spatially distributed, but functionally linked regions that
continuously share information with each other. Interestingly, recent advances in the …

Brain networks in schizophrenia

MP Van Den Heuvel, A Fornito - Neuropsychology review, 2014 - Springer
Schizophrenia—a severe psychiatric condition characterized by hallucinations, delusions,
loss of initiative and cognitive function—is hypothesized to result from abnormal anatomical …

[HTML][HTML] Connectivity analysis in EEG data: a tutorial review of the state of the art and emerging trends

G Chiarion, L Sparacino, Y Antonacci, L Faes, L Mesin - Bioengineering, 2023 - mdpi.com
Understanding how different areas of the human brain communicate with each other is a
crucial issue in neuroscience. The concepts of structural, functional and effective …

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 …

Functional connectivity and brain networks in schizophrenia

ME Lynall, DS Bassett, R Kerwin… - Journal of …, 2010 - Soc Neuroscience
Schizophrenia has often been conceived as a disorder of connectivity between components
of large-scale brain networks. We tested this hypothesis by measuring aspects of both …

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 …