427 citations · 584 across the 7 of their papers we have counts for
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q-bio.NC2022★ 53 cited
Entropy production of Multivariate Ornstein-Uhlenbeck processes correlates with consciousness levels in the human brain
Matthieu Gilson, Enzo Tagliazucchi, Rodrigo Cofre
Consciousness is supported by complex patterns of brain activity which are indicative of irreversible non-equilibrium dynamics. While the framework of stochastic thermodynamics has…
q-bio.NC2022
Model-based machine learning of critical brain dynamics
Hernan Bocaccio, Enzo Tagliazucchi
Criticality can be exactly demonstrated in certain models of brain activity, yet it remains challenging to identify in empirical data. We trained a fully connected deep neural netw…