Communication dynamics in complex brain networks

A Avena-Koenigsberger, B Misic… - Nature reviews …, 2018 - nature.com
Neuronal signalling and communication underpin virtually all aspects of brain activity and
function. Network science approaches to modelling and analysing the dynamics of …

The physics of brain network structure, function and control

CW Lynn, DS Bassett - Nature Reviews Physics, 2019 - nature.com
The brain is characterized by heterogeneous patterns of structural connections supporting
unparalleled feats of cognition and a wide range of behaviours. New non-invasive imaging …

Information decomposition and the informational architecture of the brain

AI Luppi, FE Rosas, PAM Mediano, DK Menon… - Trends in Cognitive …, 2024 - cell.com
To explain how the brain orchestrates information-processing for cognition, we must
understand information itself. Importantly, information is not a monolithic entity. Information …

Understanding the dynamics of biological and neural oscillator networks through exact mean-field reductions: a review

C Bick, M Goodfellow, CR Laing… - The Journal of …, 2020 - Springer
Many biological and neural systems can be seen as networks of interacting periodic
processes. Importantly, their functionality, ie, whether these networks can perform their …

Explosive phenomena in complex networks

RM D'Souza, J Gómez-Gardenes, J Nagler… - Advances in …, 2019 - Taylor & Francis
The emergence of large-scale connectivity and synchronization are crucial to the structure,
function and failure of many complex socio-technical networks. Thus, there is great interest …

The complex brain: connectivity, dynamics, information

O Sporns - Trends in cognitive sciences, 2022 - cell.com
Most would agree, the brain is complex. But, beyond metaphor, does the brain's complexity
demand a paradigm shift in how we study its structure and function? I argue that complexity …

Spatiotemporal signal propagation in complex networks

C Hens, U Harush, S Haber, R Cohen, B Barzel - Nature Physics, 2019 - nature.com
A major achievement in the study of complex networks is the realization that diverse
systems, from sub-cellular biology to social networks, exhibit universal topological …

Impact of basic network motifs on the collective response to perturbations

X Bao, Q Hu, P Ji, W Lin, J Kurths, J Nagler - Nature communications, 2022 - nature.com
Many collective phenomena such as epidemic spreading and cascading failures in
socioeconomic systems on networks are caused by perturbations of the dynamics. How …

Measure the structure similarity of nodes in complex networks based on relative entropy

Q Zhang, M Li, Y Deng - Physica A: Statistical Mechanics and its …, 2018 - Elsevier
Similarity of nodes is a basic structure quantification in complex networks. Lots of methods in
research on complex networks are based on nodes' similarity such as node's classification …

Model-free inference of direct network interactions from nonlinear collective dynamics

J Casadiego, M Nitzan, S Hallerberg… - Nature communications, 2017 - nature.com
The topology of interactions in network dynamical systems fundamentally underlies their
function. Accelerating technological progress creates massively available data about …