Modeling the impact of common noise inputs on the network activity of retinal ganglion cells

A Bayesian approach for inferring neuronal connectivity from calcium fluorescent imaging data

(2011) Yuriy Mishchenko et al.   Annals of Applied Statistics

Population decoding of motor cortical activity using a generalized linear model with hidden states

(2010) Vernon Lawhern et al.   JOURNAL OF NEUROSCIENCE METHODS

Correlated firing among major ganglion cell types in primate retina

(2010) M. Greschner et al.   JOURNAL OF PHYSIOLOGY-LONDON

Noise correlations improve response fidelity and stimulus encoding

(2010) Jon Cafaro et al.   NATURE

Functional connectivity in the retina at the resolution of photoreceptors

(2010) Greg D. Field et al.   NATURE

Efficient Markov Chain Monte Carlo Methods for Decoding Neural Spike Trains

(2010) Yashar Ahmadian et al.   NEURAL COMPUTATION

Model-Based Decoding, Information Estimation, and Change-Point Detection Techniques for Multineuron Spike Trains

(2010) Jonathan W. Pillow et al.   NEURAL COMPUTATION

Efficient computation of the maximum a posteriori path and parameter estimation in integrate-and-fire and more general state-space models

(2009) Shinsuke Koyama et al.   JOURNAL OF COMPUTATIONAL NEUROSCIENCE

A new look at state-space models for neural data

(2009) Liam Paninski et al.   JOURNAL OF COMPUTATIONAL NEUROSCIENCE

Generation of Spatiotemporally Correlated Spike Trains and Local Field Potentials Using a Multivariate Autoregressive Process

(2009) Diego A. Gutnisky et al.   JOURNAL OF NEUROPHYSIOLOGY

The Structure of Large-Scale Synchronized Firing in Primate Retina

(2009) J. Shlens et al.   JOURNAL OF NEUROSCIENCE

Generation of Spike Trains with Controlled Auto- and Cross-Correlation Functions

(2009) Michael Krumin et al.   NEURAL COMPUTATION

Neuronal couplings between retinal ganglion cells inferred by efficient inverse statistical physics methods

(2009) S. Cocco et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

Receptive Fields in Primate Retina Are Coordinated to Sample Visual Space More Uniformly

(2009) Jeffrey L Gauthier et al.   PLOS BIOLOGY

Inferring functional connections between neurons

(2008) Ian H Stevenson et al.   CURRENT OPINION IN NEUROBIOLOGY

Bayesian Inference of Functional Connectivity and Network Structure From Spikes

(2008) I.H. Stevenson et al.   IEEE TRANSACTIONS ON NEURAL SYSTEMS AND REHABILITATION ENGINEERING

A stimulus-dependent connectivity analysis of neuronal networks

(2008) Duane Q. Nykamp   JOURNAL OF MATHEMATICAL BIOLOGY

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

(2008) Jonathan W. Pillow et al.   NATURE

Origin of correlated activity between parasol retinal ganglion cells

(2008) Philipp Khuc Trong et al.   NATURE NEUROSCIENCE

Generating Spike Trains with Specified Correlation Coefficients

(2008) Jakob H. Macke et al.   NEURAL COMPUTATION