Large Deviations Properties of Maximum Entropy Markov Chains from Spike Trains

Information Entropy Production of Maximum Entropy Markov Chains from Spike Trains

(2018) Rodrigo Cofré et al.   Entropy

Maximum Entropy Rate Reconstruction of Markov Dynamics

(2015) Gregor Chliamovitch et al.   Entropy

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

Estimation Bias in Maximum Entropy Models

(2013) Jakob Macke et al.   Entropy

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

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

On sampling and modeling complex systems

(2013) Matteo Marsili et al.   JOURNAL OF STATISTICAL MECHANICS-THEORY AND EXPERIMENT

Large-scale, high-resolution electrophysiological imaging of field potentials in brain slices with microelectronic multielectrode arrays

(2012) E. Ferrea et al.   Frontiers in Neural Circuits

The Architecture of Functional Interaction Networks in the Retina

(2011) E. Ganmor et al.   JOURNAL OF NEUROSCIENCE

Quality Metrics to Accompany Spike Sorting of Extracellular Signals

(2011) D. N. Hill et al.   JOURNAL OF NEUROSCIENCE

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

On the criticality of inferred models

(2011) Iacopo Mastromatteo et al.   JOURNAL OF STATISTICAL MECHANICS-THEORY AND EXPERIMENT

Are Biological Systems Poised at Criticality?

(2011) Thierry Mora et al.   JOURNAL OF STATISTICAL PHYSICS

Accurate and Fast Simulation of Channel Noise in Conductance-Based Model Neurons by Diffusion Approximation

(2011) Daniele Linaro et al.   PLoS Computational Biology

Optimal population coding by noisy spiking neurons

(2010) G. Tkacik et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

How Noisy Adaptation of Neurons Shapes Interspike Interval Histograms and Correlations

(2010) Tilo Schwalger et al.   PLoS Computational Biology

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

Spatio-temporal correlations and visual signalling in a complete neuronal population

(2008) Jonathan W. Pillow et al.   NATURE