19 citations · 31 across the 4 of their papers we have counts for
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q-bio.NC2024
Deep learning and whole-brain networks for biomarker discovery: modeling the dynamics of brain fluctuations in resting-state and cognitive tasks
Facundo Roffet, Gustavo Deco, Claudio Delrieux +1
Background: Brain network models offer insights into brain dynamics, but the utility of model-derived bifurcation parameters as biomarkers remains underexplored. Objective: This st…
physics.soc-ph2024★ 19 cited
Broken detailed balance and entropy production in directed networks
Ramón Nartallo-Kaluarachchi, Malbor Asllani, Gustavo Deco +3
The structure of a complex network plays a crucial role in determining its dynamical properties. In this work, we show that the the degree to which a network is directed and hierar…