2 papers
q-bio.NC2022
Topology-dependent coalescence controls scaling exponents in finite networks
Roxana Zeraati, Victor Buendía, Tatiana A. Engel +1
Multiple studies of neural avalanches across different data modalities led to the prominent hypothesis that the brain operates near a critical point. The observed exponents often i…
stat.ML2020
Learning non-stationary Langevin dynamics from stochastic observations of latent trajectories
Mikhail Genkin, Owen Hughes, Tatiana A. Engel
Many complex systems operating far from the equilibrium exhibit stochastic dynamics that can be described by a Langevin equation. Inferring Langevin equations from data can reveal…