Publications with the keyword "mixture models"


L. Theis, A. M. Chagas, D. Arnstein, C. Schwarz, and M. Bethge
Beyond GLMs: A Generative Mixture Modeling Approach to Neural System Identification
PLoS Computational Biology, 9(11), 2013
#generalized linear model, #spiking neurons, #mixture models
Code, URL, DOI, PDF, BibTex
L. Theis, D. Arnstein, A. M. Chagas, C. Schwarz, and M. Bethge
Beyond GLMs: a generative mixture modeling approach to neural system identification
Computational and Systems Neuroscience, 2013
#generalized linear model, #spiking neurons, #mixture models
Poster, BibTex
L. Theis, R. Hosseini, and M. Bethge
Mixtures of conditional Gaussian scale mixtures: the best model for natural images
Frontiers in Computational Neuroscience, 2012
#natural image statistics, #gaussian scale mixtures, #mixture models
URL, DOI, Poster, BibTex
L. Theis, D. Arnstein, A. M. Chagas, C. Schwarz, and M. Bethge
Beyond GLMs: a generative mixture modeling approach to neural system identification
Frontiers in Computational Neuroscience, 2012
#generalized linear model, #spiking neurons, #mixture models
URL, DOI, Poster, BibTex
University of Tuebingen BCCN CIN MPI