An Introduction to the Non-Equilibrium Steady States of Maximum Entropy Spike Trains

Information Entropy Production of Maximum Entropy Markov Chains from Spike Trains

(2018) Rodrigo Cofré et al.   Entropy

Large Deviations Properties of Maximum Entropy Markov Chains from Spike Trains

(2018) Rodrigo Cofré et al.   Entropy

Dynamical Criticality in the Collective Activity of a Population of Retinal Neurons

(2015) Thierry Mora et al.   PHYSICAL REVIEW LETTERS

Thermodynamics and signatures of criticality in a network of neurons

(2015) Gašper Tkačik et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

Parameter Estimation for Spatio-Temporal Maximum Entropy Distributions: Application to Neural Spike Trains

(2014) Hassan Nasser et al.   Entropy

Random paths and current fluctuations in nonequilibrium statistical mechanics

(2014) Pierre Gaspard   JOURNAL OF MATHEMATICAL PHYSICS

Exact computation of the maximum-entropy potential of spiking neural-network models

(2014) R. Cofré et al.   PHYSICAL REVIEW E

Searching for Collective Behavior in a Large Network of Sensory Neurons

(2014) Gašper Tkačik et al.   PLoS Computational Biology

Dynamics and spike trains statistics in conductance-based integrate-and-fire neural networks with chemical and electric synapses

(2013) Rodrigo Cofré et al.   CHAOS SOLITONS & FRACTALS

The simplest maximum entropy model for collective behavior in a neural network

(2013) Gašper Tkačik et al.   JOURNAL OF STATISTICAL MECHANICS-THEORY AND EXPERIMENT

Infinite Systems of Interacting Chains with Memory of Variable Length—A Stochastic Model for Biological Neural Nets

(2013) A. Galves et al.   JOURNAL OF STATISTICAL PHYSICS

Principles of maximum entropy and maximum caliber in statistical physics

(2013) Steve Pressé et al.   REVIEWS OF MODERN PHYSICS

Stimulus-dependent Maximum Entropy Models of Neural Population Codes

(2013) Einat Granot-Atedgi et al.   PLoS Computational Biology

Mapping a Complete Neural Population in the Retina

(2012) O. Marre et al.   JOURNAL OF NEUROSCIENCE

State-Space Analysis of Time-Varying Higher-Order Spike Correlation for Multiple Neural Spike Train Data

(2012) Hideaki Shimazaki et al.   PLoS Computational Biology

Gibbs distribution analysis of temporal correlations structure in retina ganglion cells

(2011) J.C. Vasquez et al.   JOURNAL OF PHYSIOLOGY-PARIS

Non-equilibrium steady states: maximization of the Shannon entropy associated with the distribution of dynamical trajectories in the presence of constraints

(2011) Cécile Monthus   JOURNAL OF STATISTICAL MECHANICS-THEORY AND EXPERIMENT

Sparse low-order interaction network underlies a highly correlated and learnable neural population code

(2011) E. Ganmor et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

The Maximum Entropy Rate Description of a Thermodynamic System in a Stationary Non-Equilibrium State

(2009) Marco Favretti   Entropy

Prediction of Spatiotemporal Patterns of Neural Activity from Pairwise Correlations

(2009) O. Marre et al.   PHYSICAL REVIEW LETTERS

The large deviation approach to statistical mechanics

(2009) Hugo Touchette   PHYSICS REPORTS-REVIEW SECTION OF PHYSICS LETTERS

A Maximum Entropy Model Applied to Spatial and Temporal Correlations from Cortical Networks In Vitro

(2008) A. Tang et al.   JOURNAL OF NEUROSCIENCE

Fluctuation–dissipation: Response theory in statistical physics

(2008) U MARCONI et al.   PHYSICS REPORTS-REVIEW SECTION OF PHYSICS LETTERS