Beyond GLMs: A Generative Mixture Modeling Approach to Neural System Identification

Learning Quadratic Receptive Fields from Neural Responses to Natural Stimuli

(2013) Kanaka Rajan et al.   NEURAL COMPUTATION

Inferring Nonlinear Neuronal Computation Based on Physiologically Plausible Inputs

(2013) James M. McFarland et al.   PLoS Computational Biology

Temporal Precision in the Visual Pathway through the Interplay of Excitation and Stimulus-Driven Suppression

(2011) D. A. Butts et al.   JOURNAL OF NEUROSCIENCE

Second Order Dimensionality Reduction Using Minimum and Maximum Mutual Information Models

(2011) Jeffrey D. Fitzgerald et al.   PLoS Computational Biology

Bayesian inference for generalized linear models for spiking neurons

(2010) Sebastian Gerwinn   Frontiers in Computational Neuroscience

Inferring functional connections between neurons

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

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

(2008) Jonathan W. Pillow et al.   NATURE