Dynamic models of large-scale brain activity

M Breakspear - Nature neuroscience, 2017 - nature.com
Movement, cognition and perception arise from the collective activity of neurons within
cortical circuits and across large-scale systems of the brain. While the causes of single …

Criticality in the brain: A synthesis of neurobiology, models and cognition

L Cocchi, LL Gollo, A Zalesky, M Breakspear - Progress in neurobiology, 2017 - Elsevier
Cognitive function requires the coordination of neural activity across many scales, from
neurons and circuits to large-scale networks. As such, it is unlikely that an explanatory …

[HTML][HTML] Network neuroscience theory of human intelligence

AK Barbey - Trends in cognitive sciences, 2018 - cell.com
An enduring aim of research in the psychological and brain sciences is to understand the
nature of individual differences in human intelligence, examining the stunning breadth and …

Small-world human brain networks: perspectives and challenges

X Liao, AV Vasilakos, Y He - Neuroscience & Biobehavioral Reviews, 2017 - Elsevier
Modelling the human brain as a complex network has provided a powerful mathematical
framework to characterize the structural and functional architectures of the brain. In the past …

Computational network biology: data, models, and applications

C Liu, Y Ma, J Zhao, R Nussinov, YC Zhang, F Cheng… - Physics Reports, 2020 - Elsevier
Biological entities are involved in intricate and complex interactions, in which uncovering the
biological information from the network concepts are of great significance. Benefiting from …

The hubs of the human connectome are generally implicated in the anatomy of brain disorders

NA Crossley, A Mechelli, J Scott, F Carletti, PT Fox… - Brain, 2014 - academic.oup.com
Brain networks or 'connectomes' include a minority of highly connected hub nodes that are
functionally valuable, because their topological centrality supports integrative processing …

Human brain map**: A systematic comparison of parcellation methods for the human cerebral cortex

S Arslan, SI Ktena, A Makropoulos, EC Robinson… - NeuroImage, 2018 - Elsevier
The macro-connectome elucidates the pathways through which brain regions are
structurally connected or functionally coupled to perform a specific cognitive task. It …

The economy of brain network organization

E Bullmore, O Sporns - Nature reviews neuroscience, 2012 - nature.com
The brain is expensive, incurring high material and metabolic costs for its size—relative to
the size of the body—and many aspects of brain network organization can be mostly …

Synchronization of scale-free neuronal network with small-world property induced by spike-timing-dependent plasticity under time delay

X Hu, Y Wu, Q Ding, Y **e, Z Ye, Y Jia - Physica D: Nonlinear Phenomena, 2024 - Elsevier
Spike-timing-dependent plasticity (STDP) is one of the important rules for the change of
synaptic weights between neurons in biological nervous systems. In this paper, we study the …

Resting-state fMRI: a review of methods and clinical applications

MH Lee, CD Smyser, JS Shimony - American Journal of neuroradiology, 2013 - ajnr.org
Resting-state fMRI measures spontaneous low-frequency fluctuations in the BOLD signal to
investigate the functional architecture of the brain. Application of this technique has allowed …