Activity-dependent neural network model on scale-free networks
GL Pellegrini, L de Arcangelis, HJ Herrmann… - Physical Review E …, 2007 - APS
Networks of living neurons exhibit an avalanche mode of activity, experimentally found in
organotypic cultures. Moreover, experimental studies of morphology indicate that neurons …
organotypic cultures. Moreover, experimental studies of morphology indicate that neurons …
Self-organized criticality model for brain plasticity
Networks of living neurons exhibit an avalanche mode of activity, experimentally found in
organotypic cultures. Here we present a model that is based on self-organized criticality and …
organotypic cultures. Here we present a model that is based on self-organized criticality and …
[HTML][HTML] Activity-dependent neuronal model on complex networks
L De Arcangelis, HJ Herrmann - Frontiers in physiology, 2012 - frontiersin.org
Neuronal avalanches are a novel mode of activity in neuronal networks, experimentally
found in vitro and in vivo, and exhibit a robust critical behavior: these avalanches are …
found in vitro and in vivo, and exhibit a robust critical behavior: these avalanches are …
Critical neural networks with short-and long-term plasticity
L Michiels van Kessenich, M Luković, L De Arcangelis… - Physical Review E, 2018 - APS
In recent years self organized critical neuronal models have provided insights regarding the
origin of the experimentally observed avalanching behavior of neuronal systems. It has been …
origin of the experimentally observed avalanching behavior of neuronal systems. It has been …
Balance of excitation and inhibition determines 1/f power spectrum in neuronal networks
F Lombardi, HJ Herrmann… - Chaos: An Interdisciplinary …, 2017 - pubs.aip.org
The 1/f-like decay observed in the power spectrum of electro-physiological signals, along
with scale-free statistics of the so-called neuronal avalanches, constitutes evidence of …
with scale-free statistics of the so-called neuronal avalanches, constitutes evidence of …
Self-organized criticality in a simple model of neurons based on small-world networks
M Lin, TL Chen - Physical Review E—Statistical, Nonlinear, and Soft …, 2005 - APS
A simple model for a set of interacting idealized neurons with small-world structure is
introduced. The basic elements of the model are endowed with the main features of a …
introduced. The basic elements of the model are endowed with the main features of a …
Self-organized criticality in neural networks from activity-based rewiring
S Landmann, L Baumgarten, S Bornholdt - Physical Review E, 2021 - APS
Neural systems process information in a dynamical regime between silence and chaotic
dynamics. This has lead to the criticality hypothesis, which suggests that neural systems …
dynamics. This has lead to the criticality hypothesis, which suggests that neural systems …
Background activity drives criticality of neuronal avalanches
DE Juanico, C Monterola - Journal of Physics A: Mathematical …, 2007 - iopscience.iop.org
We establish a general framework that explains how leaky, dissipative systems, such as
neuronal networks (NN), can exhibit robust self-organized criticality (SOC). Consistent with …
neuronal networks (NN), can exhibit robust self-organized criticality (SOC). Consistent with …
Self-organization without conservation: are neuronal avalanches generically critical?
Recent experiments on cortical neural networks have revealed the existence of well-defined
avalanches of electrical activity. Such avalanches have been claimed to be generically scale …
avalanches of electrical activity. Such avalanches have been claimed to be generically scale …
[HTML][HTML] Avalanches in self-organized critical neural networks: a minimal model for the neural SOC universality class
M Rybarsch, S Bornholdt - PloS one, 2014 - journals.plos.org
The brain keeps its overall dynamics in a corridor of intermediate activity and it has been a
long standing question what possible mechanism could achieve this task. Mechanisms from …
long standing question what possible mechanism could achieve this task. Mechanisms from …