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

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

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

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

Estimating Temporal Causal Interaction between Spike Trains with Permutation and Transfer Entropy

(2013) Zhaohui Li et al.   PLoS One

Mapping a Complete Neural Population in the Retina

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

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

How advances in neural recording affect data analysis

(2011) Ian H Stevenson et al.   NATURE NEUROSCIENCE

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

Maximum caliber inference of nonequilibrium processes

(2010) Moritz Otten et al.   JOURNAL OF CHEMICAL PHYSICS

Collective dynamics in human and monkey sensorimotor cortex: predicting single neuron spikes

(2009) Wilson Truccolo et al.   NATURE NEUROSCIENCE

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