Self-organized criticality in the brain

D Plenz, TL Ribeiro, SR Miller, PA Kells, A Vakili… - Frontiers in …, 2021 - frontiersin.org
Self-organized criticality (SOC) refers to the ability of complex systems to evolve toward a
second-order phase transition at which interactions between system components lead to …

[HTML][HTML] Neuromorphic-based neuroprostheses for brain rewiring: state-of-the-art and perspectives in neuroengineering

M Chiappalone, VR Cota, M Carè, M Di Florio… - Brain sciences, 2022 - mdpi.com
Neuroprostheses are neuroengineering devices that have an interface with the nervous
system and supplement or substitute functionality in people with disabilities. In the collective …

Noise-assisted persistence and recovery of memory state in a memristive spiking neuromorphic network

IA Surazhevsky, VA Demin, AI Ilyasov… - Chaos, solitons & …, 2021 - Elsevier
We investigate the constructive role of an external noise signal, in the form of a low-rate
Poisson sequence of pulses supplied to all inputs of a spiking neural network, consisting in …

Synaptic scaling rule preserves excitatory–inhibitory balance and salient neuronal network dynamics

J Barral, AD Reyes - Nature neuroscience, 2016 - nature.com
The balance between excitation and inhibition (E–I balance) is maintained across brain
regions though the network size, strength and number of synaptic connections, and …

Network dynamics of 3D engineered neuronal cultures: a new experimental model for in-vitro electrophysiology

M Frega, M Tedesco, P Massobrio, M Pesce… - Scientific reports, 2014 - nature.com
Despite the extensive use of in-vitro models for neuroscientific investigations and
notwithstanding the growing field of network electrophysiology, all studies on cultured cells …

Network synchronization in hippocampal neurons

Y Penn, M Segal, E Moses - Proceedings of the National Academy of …, 2016 - pnas.org
Oscillatory activity is widespread in dynamic neuronal networks. The main paradigm for the
origin of periodicity consists of specialized pacemaking elements that synchronize and drive …

Impact of modular organization on dynamical richness in cortical networks

H Yamamoto, S Moriya, K Ide, T Hayakawa… - Science …, 2018 - science.org
As in many naturally formed networks, the brain exhibits an inherent modular architecture
that is the basis of its rich operability, robustness, and integration-segregation capacity …

Whole-brain neuronal activity displays crackling noise dynamics

A Ponce-Alvarez, A Jouary, M Privat, G Deco… - Neuron, 2018 - cell.com
Previous studies suggest that the brain operates at a critical point in which phases of order
and disorder coexist, producing emergent patterned dynamics at all scales and optimizing …

[HTML][HTML] Emergence of rich-club topology and coordinated dynamics in development of hippocampal functional networks in vitro

MS Schroeter, P Charlesworth, MG Kitzbichler… - Journal of …, 2015 - jneurosci.org
Recent studies demonstrated that the anatomical network of the human brain shows a “rich-
club” organization. This complex topological feature implies that highly connected regions …

Homeostatic plasticity and external input shape neural network dynamics

J Zierenberg, J Wilting, V Priesemann - Physical Review X, 2018 - APS
In vitro and in vivo spiking activity clearly differ. Whereas networks in vitro develop strong
bursts separated by periods of very little spiking activity, in vivo cortical networks show …