Information Entropy Production of Maximum Entropy Markov Chains from Spike Trains

Open Markov Processes: A Compositional Perspective on Non-Equilibrium Steady States in Biology

(2016) Blake Pollard   Entropy

Recent progress in multi-electrode spike sorting methods

(2016) Baptiste Lefebvre et al.   JOURNAL OF PHYSIOLOGY-PARIS

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

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

Spike train statistics and Gibbs distributions

(2013) B. Cessac et al.   JOURNAL OF PHYSIOLOGY-PARIS

Spatio-temporal spike train analysis for large scale networks using the maximum entropy principle and Monte Carlo method

(2013) Hassan Nasser et al.   JOURNAL OF STATISTICAL MECHANICS-THEORY AND EXPERIMENT

Markov approximations of Gibbs measures for long-range interactions on 1D lattices

(2013) Cesar Maldonado 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

The Architecture of Functional Interaction Networks in the Retina

(2011) E. Ganmor 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

Centrality measures and thermodynamic formalism for complex networks

(2011) Jean-Charles Delvenne et al.   PHYSICAL REVIEW E

Mean Field Theory for Nonequilibrium Network Reconstruction

(2011) Yasser Roudi et al.   PHYSICAL REVIEW LETTERS

The neuronal encoding of information in the brain

(2011) Edmund T. Rolls et al.   PROGRESS IN NEUROBIOLOGY

Sparse coding and high-order correlations in fine-scale cortical networks

(2010) Ifije E. Ohiorhenuan et al.   NATURE

Noise correlations improve response fidelity and stimulus encoding

(2010) Jon Cafaro et al.   NATURE

Dynamical Entropy Production in Spiking Neuron Networks in the Balanced State

(2010) Michael Monteforte et al.   PHYSICAL REVIEW LETTERS

Maximum Entropy Estimation of Transition Probabilities of Reversible Markov Chains

(2009) Erik Van der Straeten   Entropy

Prediction of Spatiotemporal Patterns of Neural Activity from Pairwise Correlations

(2009) O. Marre et al.   PHYSICAL REVIEW 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

Noise in the nervous system

(2008) A. Aldo Faisal et al.   NATURE REVIEWS NEUROSCIENCE