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 …

[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 …

Fading memory, plasticity, and criticality in recurrent networks

B Del Papa, V Priesemann, J Triesch - … role of critical dynamics in neural …, 2019 - Springer
Criticality signatures, in the form of power-law distributed neuronal avalanches, have been
widely measured in vitro and provide the foundation for the so-called critical brain …

Are dragon-king neuronal avalanches dungeons for self-organized brain activity?

L de Arcangelis - The European Physical Journal Special Topics, 2012 - Springer
Recent experiments have detected a novel form of spontaneous neuronal activity both in
vitro and in vivo: neuronal avalanches. The statistical properties of this activity are typical of …

[HTML][HTML] Synaptic plasticity and neuronal refractory time cause scaling behaviour of neuronal avalanches

L Michiels van Kessenich, L De Arcangelis… - Scientific reports, 2016 - nature.com
Neuronal avalanches measured in vitro and in vivo in different cortical networks consistently
exhibit power law behaviour for the size and duration distributions with exponents typical for …

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 …

Universal critical dynamics in high resolution neuronal avalanche data

N Friedman, S Ito, BAW Brinkman, M Shimono… - Physical review …, 2012 - APS
The tasks of neural computation are remarkably diverse. To function optimally, neuronal
networks have been hypothesized to operate near a nonequilibrium critical point. However …

Deconstructing scale-free neuronal avalanches: Behavioral transitions and neuronal response

D Curic, VE Ivan, DT Cuesta, IM Esteves… - Journal of Physics …, 2021 - iopscience.iop.org
Observations of neurons in a resting brain and neurons in cultures often display
spontaneous scale-free (SF) collective dynamics in the form of information cascades, also …

[HTML][HTML] Critical dynamics in associative memory networks

M Uhlig, A Levina, T Geisel… - Frontiers in computational …, 2013 - frontiersin.org
Critical behavior in neural networks is characterized by scale-free avalanche size
distributions and can be explained by self-regulatory mechanisms. Theoretical and …

Criticality in the brain

L de Arcangelis, F Lombardi… - Journal of Statistical …, 2014 - iopscience.iop.org
Spontaneous brain activity has been recently characterized by avalanche dynamics with
critical features for systems in vitro and in vivo. In this contribution we present a review of …