3 citations · 5 across the 3 of their papers we have counts for
5 papers
Thermodynamic Formalism in Neuronal Dynamics and Spike Train Statistics
Rodrigo Cofré, Cesar Maldonado, Bruno Cessac
The Thermodynamic Formalism provides a rigorous mathematical framework to study quantitative and qualitative aspects of dynamical systems. At its core there is a variational princi…
Estimating entropy rate from censored symbolic time series: a test for time-irreversibility
Raul Salgado-Garcia, Cesar Maldonado
In this work we introduce a method for estimating entropy rate and entropy production rate from finite symbolic time series. From the point of view of statistics, estimating entrop…
Freezing phase transition in a fractal potential
Cesar Maldonado, Raul Salgado Garcia
In this work we propose a simple example of a one-dimensional thermodynamic system where non-interacting particles are allowed to move over the interval, which are influenc…
Large Deviations Properties of Maximum Entropy Markov Chains from Spike Trains
Rodrigo Cofre, Cesar Maldonado, Fernando Rosas
We consider the maximum entropy Markov chain inference approach to characterize the collective statistics of neuronal spike trains, focusing on the statistical properties of the in…
Unbiased diffusion of Brownian particles on disordered correlated potentials
Raul Salgado-Garcia, Cesar Maldonado
In this work we study the diffusion of non-interacting overdamped particles, moving on unbiased disordered correlated potentials, subjected to Gaussian white noise. We obtain an ex…