Self-organized criticality as a fundamental property of neural systems

J Hesse, T Gross - Frontiers in systems neuroscience, 2014 - frontiersin.org
The neural criticality hypothesis states that the brain may be poised in a critical state at a
boundary between different types of dynamics. Theoretical and experimental studies show …

Adaptive coevolutionary networks: a review

T Gross, B Blasius - Journal of the Royal Society …, 2008 - royalsocietypublishing.org
Adaptive networks appear in many biological applications. They combine topological
evolution of the network with dynamics in the network nodes. Recently, the dynamics of …

Real-time computation at the edge of chaos in recurrent neural networks

N Bertschinger, T Natschläger - Neural computation, 2004 - ieeexplore.ieee.org
Depending on the connectivity, recurrent networks of simple computational units can show
very different types of dynamics, ranging from totally ordered to chaotic. We analyze how the …

Adaptive reconfiguration of fractal small-world human brain functional networks

DS Bassett, A Meyer-Lindenberg… - Proceedings of the …, 2006 - National Acad Sciences
Brain function depends on adaptive self-organization of large-scale neural assemblies, but
little is known about quantitative network parameters governing these processes in humans …

Broadband criticality of human brain network synchronization

MG Kitzbichler, ML Smith, SR Christensen… - PLoS computational …, 2009 - journals.plos.org
Self-organized criticality is an attractive model for human brain dynamics, but there has been
little direct evidence for its existence in large-scale systems measured by neuroimaging. In …

Critical Branching Captures Activity in Living Neural Networks<? format?> and Maximizes the Number of Metastable States

C Haldeman, JM Beggs - Physical review letters, 2005 - APS
Recent experimental work has shown that activity in living neural networks can propagate as
a critical branching process that revisits many metastable states. Neural network theory …

Adaptation to sensory input tunes visual cortex to criticality

WL Shew, WP Clawson, J Pobst, Y Karimipanah… - Nature Physics, 2015 - nature.com
A long-standing hypothesis at the interface of physics and neuroscience is that neural
networks self-organize to the critical point of a phase transition, thereby optimizing aspects …

Cumulative effects of triadic closure and homophily in social networks

A Asikainen, G Iñiguez, J Ureña-Carrión, K Kaski… - Science …, 2020 - science.org
Social network structure has often been attributed to two network evolution mechanisms—
triadic closure and choice homophily—which are commonly considered independently or …

Self-organized criticality in developing neuronal networks

C Tetzlaff, S Okujeni, U Egert… - PLoS computational …, 2010 - journals.plos.org
Recently evidence has accumulated that many neural networks exhibit self-organized
criticality. In this state, activity is similar across temporal scales and this is beneficial with …

Failure of adaptive self-organized criticality during epileptic seizure attacks

C Meisel, A Storch, S Hallmeyer-Elgner… - PLoS computational …, 2012 - journals.plos.org
Critical dynamics are assumed to be an attractive mode for normal brain functioning as
information processing and computational capabilities are found to be optimal in the critical …