[HTML][HTML] The free energy principle made simpler but not too simple
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 …
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 …
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 …
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
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 …
a continuous second-order phase transition. Slow feedback regulation of neuronal activity …
Laplacian paths in complex networks: Information core emerges from entropic transitions
Complex networks usually exhibit a rich architecture organized over multiple intertwined
scales. Information pathways are expected to pervade these scales reflecting structural …
scales. Information pathways are expected to pervade these scales reflecting structural …
[图书][B] Multilayer network science: from cells to societies
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 …
systems, from cells to societies. In the last decade, multilayer network science–the branch of …
Spontaneous neuronal avalanches as a correlate of access consciousness
Decades of research have advanced our understanding of the biophysical mechanisms
underlying consciousness. However, an overarching framework bridging between models of …
underlying consciousness. However, an overarching framework bridging between models of …
Differences in the critical dynamics underlying the human and fruit-fly connectome
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 …
emerge subcritically in the so-called Griffiths phases. Now we investigate this on the largest …
Synchronization transitions on connectome graphs with external force
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 …
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
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 …
on average, give rise to a dynamical phase dominated by fluctuations called an …