#lis #locked #Als #bci #consciousness #complexity #braincriticality #criticality
Maybe I should have said something about the paper in more detail π
What we tried here is to investigate a relationship between two neurophysiological correlates of consciousness, i.e., first, the complexity (Lempel-Ziv) of the neurophysiological brain activity, and second, an indirect measure of #criticality in the neurophysiological brain activity using the power-law exponent of the log-log transformed power spectrum with the BCI performance reached in a locked-in patient. :)
#Brain #Criticality - Optimizing #NeuralNetworks
https://youtu.be/vwLb3XlPCB4
#brain #criticality #neuralnetworks
Could One #Physics #Theory Unlock the #Mysteries of the #Brain?
https://www.youtube.com/watch?v=hjGFp7lMi9A&ab_channel=QuantaMagazine
#PerBak #PhilosophyOfScience #Science #Neuroscience #Biology #MolecularBiology #Thermodynamics #SellfSimilar #ScaleInvariance #Fractal #Fractals #CriticalPoint #Criticality #Ising #IsingModel #PhaseState #PhaseTransition #PhaseTransitions #Homeostasis #QuasiCrticality
#quasicrticality #homeostasis #phasetransitions #phasetransition #phasestate #isingmodel #ising #criticality #criticalpoint #fractals #fractal #scaleinvariance #sellfsimilar #thermodynamics #molecularbiology #biology #neuroscience #science #philosophyofscience #perbak #brain #mysteries #theory #physics
Super happy to have participated on this special issue on the principle of dynamical #criticality. It was really fun to expand our work on effective connectivity, #canalization and #redundancy with Jordan Rozum, Felipe Costa, and Austin Marcus. An a bonus for publishing in #Entropy---makes me feel quite cybernetic! #complexsystems #BooleanNetworks #Dynamics #networkScience #ComputationalBiology
https://www.mdpi.com/1099-4300/25/2/374
#canalization #criticality #redundancy #entropy #complexsystems #BooleanNetworks #dynamics #networkscience #computationalbiology
We're super happy to have contributed the special issue of #Entropy on The Principle of Dynamical #Criticality in #biologicalsystems.
"Effective Connectivity and Bias Entropy Improve Prediction of Dynamical Regime in #Automata Networks"
#redundancy and canalization play major role in predicting #Dynamics, even after accounting for #heterogeneous #complexnetworks structure, in experimentally-validated biochemical regulation models and random networks. Emphasizing role of redundancy in #evolutionary.systems. #complexsystems
#entropy #criticality #complexnetworks #evolutionary #complexsystems #biologicalsystems #automata #redundancy #dynamics #Heterogeneous
Assessing the robustness of critical behavior in stochastic cellular automata
https://doi.org/10.1016/j.physd.2022.133507
There is evidence that biological systems, such as the brain, work at a critical regime robust to noise, and are therefore able to remain in it under perturbations. In this work, we address the question of robustness of critical systems to noise.
#cellular_automata #criticality #self_organization #stochastic_models #complexity
#cellular_automata #criticality #self_organization #stochastic_models #complexity
RT @sfiscience@twitter.com
ππ§ π Happy Holidays! SFI Ext Prof @ricard_sole@twitter.com joins us for an ambitious last 2022 episode of #ComplexityPodcast to talk liquid & solid #brains, the scaling of #cognition, #criticality, #contagions, & (safely) #terraforming our own planet w/ #synthbio:
https://complexity.simplecast.com/episodes/98
π¦π: https://twitter.com/sfiscience/status/1605972797678686219
#ComplexityPodcast #brains #cognition #criticality #contagions #terraforming #synthbio
"It was already known that if you have #heterogeneity, this favors #criticality. We explored the temporal structure of heterogeneity...these curves are a measure of #complexity that measures #ShannonInformation."
#heterogeneity #criticality #complexity #shannoninformation
"If #criticality has all of these advantages, how can we evolve it or exploit it, design it?"
"The more #connections you have, the easier it is for #perturbations to spread across the #network."
(See also #epidemics)
Relevance of topology to #attractor formation:
#criticality #connections #perturbations #network #epidemics #attractor
With #criticality, due to #PowerLaw(-like) distributions:
"Most of the changes will be small, but for some, you can have large changes."
See also #fractals
Key history point: Stuart Kauffman's #random #Boolean #networks (1969!)
Updated by @cgershen@twitter.com in 2004
#criticality #powerlaw #fractals #random #boolean #networks
Regarding systems at the #EdgeOfChaos
Identifying #PhaseTransition dynamics
Citing @WagnerEvolution@twitter.com on #Robustness
Contrasting it with #Chaos (fragile, hard to predict, etc.)
And then #Criticality, somewhere in the middle...
#edgeofchaos #phasetransition #robustness #chaos #criticality
𧡠"#Criticality: A Balance Between #Robustness and #Adaptability"
Today's SFI Seminar by @cgershen@twitter.com @cgg_mx@twitter.com:
https://www.youtube.com/watch?v=jDfeomkzRjg
#criticality #robustness #adaptability
By way of #introduction, I am interested in:
#ComplexSystems, particularly spreading processes on #networks, #synchronization, #criticality in #brain, #NetworkPhysiology, #NetworkNeuroscience #timeseries.
Away from work, I am most likely #triathlon training.
#triathlon #timeseries #NetworkNeuroscience #NetworkPhysiology #brain #criticality #synchronization #networks #complexsystems #introduction