[HTML][HTML] The free energy principle made simpler but not too simple

K Friston, L Da Costa, N Sajid, C Heins, K Ueltzhöffer… - Physics Reports, 2023 - Elsevier
This paper provides a concise description of the free energy principle, starting from a
formulation of random dynamical systems in terms of a Langevin equation and ending with a …

Does the brain behave like a (complex) network? I. Dynamics

D Papo, JM Buldú - Physics of Life Reviews, 2023 - Elsevier
Graph theory is now becoming a standard tool in system-level neuroscience. However,
endowing observed brain anatomy and dynamics with a complex network structure does not …

From the origin of life to pandemics: Emergent phenomena in complex systems

O Artime, M De Domenico - Philosophical Transactions of …, 2022 - royalsocietypublishing.org
When a large number of similar entities interact among each other and with their
environment at a low scale, unexpected outcomes at higher spatio-temporal scales might …

Critical-like brain dynamics in a continuum from second-to first-order phase transition

SH Wang, F Siebenhühner, G Arnulfo… - Journal of …, 2023 - Soc Neuroscience
The classic brain criticality hypothesis postulates that the brain benefits from operating near
a continuous second-order phase transition. Slow feedback regulation of neuronal activity …

Laplacian paths in complex networks: Information core emerges from entropic transitions

P Villegas, A Gabrielli, F Santucci, G Caldarelli… - Physical Review …, 2022 - APS
Complex networks usually exhibit a rich architecture organized over multiple intertwined
scales. Information pathways are expected to pervade these scales reflecting structural …

[图书][B] Multilayer network science: from cells to societies

O Artime, B Benigni, G Bertagnolli, V d'Andrea… - 2022 - cambridge.org
Networks are convenient mathematical models to represent the structure of complex
systems, from cells to societies. In the last decade, multilayer network science–the branch of …

Spontaneous neuronal avalanches as a correlate of access consciousness

G Rabuffo, P Sorrentino, C Bernard, V Jirsa - Frontiers in Psychology, 2022 - frontiersin.org
Decades of research have advanced our understanding of the biophysical mechanisms
underlying consciousness. However, an overarching framework bridging between models of …

Differences in the critical dynamics underlying the human and fruit-fly connectome

G Ódor, G Deco, J Kelling - Physical Review Research, 2022 - APS
Previous simulation studies on human connectomes suggested that critical dynamics
emerge subcritically in the so-called Griffiths phases. Now we investigate this on the largest …

Synchronization transitions on connectome graphs with external force

G Ódor, I Papp, S Deng, J Kelling - Frontiers in Physics, 2023 - frontiersin.org
We investigate the synchronization transition of the Shinomoto-Kuramoto model on networks
of the fruit-fly and two large human connectomes. This model contains a force term, thus is …

From asynchronous states to Griffiths phases and back: Structural heterogeneity and homeostasis in excitatory-inhibitory networks

J Pretel, V Buendía, JJ Torres, MA Muñoz - Physical Review Research, 2024 - APS
Balanced neural networks, in which excitatory and inhibitory inputs compensate each other
on average, give rise to a dynamical phase dominated by fluctuations called an …