How critical is brain criticality?

J O'Byrne, K Jerbi - Trends in Neurosciences, 2022 - cell.com
Criticality is the singular state of complex systems poised at the brink of a phase transition
between order and randomness. Such systems display remarkable information-processing …

Toward a formal theory for computing machines made out of whatever physics offers

H Jaeger, B Noheda, WG Van Der Wiel - Nature communications, 2023 - nature.com
Approaching limitations of digital computing technologies have spurred research in
neuromorphic and other unconventional approaches to computing. Here we argue that if we …

From mechanisms to markers: novel noninvasive EEG proxy markers of the neural excitation and inhibition system in humans

J Ahmad, C Ellis, R Leech, B Voytek, P Garces… - Translational …, 2022 - nature.com
Brain function is a product of the balance between excitatory and inhibitory (E/I) brain
activity. Variation in the regulation of this activity is thought to give rise to normal variation in …

Complex activity and short-term plasticity of human cerebral organoids reciprocally connected with axons

T Osaki, T Duenki, SYA Chow, Y Ikegami… - Nature …, 2024 - nature.com
An inter-regional cortical tract is one of the most fundamental architectural motifs that
integrates neural circuits to orchestrate and generate complex functions of the human brain …

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 …

Measurement of excitation-inhibition ratio in autism spectrum disorder using critical brain dynamics

H Bruining, R Hardstone, EL Juarez-Martinez… - Scientific reports, 2020 - nature.com
Balance between excitation (E) and inhibition (I) is a key principle for neuronal network
organization and information processing. Consistent with this notion, excitation-inhibition …

Functional connectivity dynamically evolves on multiple time-scales over a static structural connectome: Models and mechanisms

J Cabral, ML Kringelbach, G Deco - NeuroImage, 2017 - Elsevier
Over the last decade, we have observed a revolution in brain structural and functional
Connectomics. On one hand, we have an ever-more detailed characterization of the brain's …

Cortical circuit dynamics are homeostatically tuned to criticality in vivo

Z Ma, GG Turrigiano, R Wessel, KB Hengen - Neuron, 2019 - cell.com
Homeostatic mechanisms stabilize neuronal activity in vivo, but whether this process gives
rise to balanced network dynamics is unknown. Here, we continuously monitored the …

Why brain criticality is clinically relevant: a sco** review

V Zimmern - Frontiers in neural circuits, 2020 - frontiersin.org
The past 25 years have seen a strong increase in the number of publications related to
criticality in different areas of neuroscience. The potential of criticality to explain various …

Inverse statistical problems: from the inverse Ising problem to data science

HC Nguyen, R Zecchina, J Berg - Advances in Physics, 2017 - Taylor & Francis
Inverse problems in statistical physics are motivated by the challenges of 'big data'in
different fields, in particular high-throughput experiments in biology. In inverse problems, the …