Publications with the keyword "bayesian inference"


S. Gerwinn, J. Macke, and M. Bethge
Reconstructing stimuli from the spike times of leaky integrate and fire neurons
Frontiers in Neuroscience, 5, 2011
#population coding, #decoding, #bayesian inference, #spiking neurons
URL, DOI, PDF, BibTex
S. Gerwinn, J. Macke, and M. Bethge
Bayesian inference for generalized linear models for spiking neurons
Frontiers in Computational Neuroscience, 4, 2010
#bayesian inference, #generalized linear model, #spiking neurons
Code, URL, DOI, PDF, BibTex
J. H. Macke, S. Gerwinn, M. Kaschube, L. E. White, and M. Bethge
Bayesian estimation of orientation preference maps
Advances in Neural Information Processing Systems 22, 2009
#bayesian inference, #orientation maps
Code, PDF, BibTex
S. Gerwinn, M. Seeger, G. Zeck, and M. Bethge
Bayesian Neural System identification: error bars, receptive fields and neural couplings
Proceedings of the 31st Göttingen Neurobiology Conference, 2007
#bayesian inference, #receptive fields
PDF, BibTex
University of Tuebingen BCCN CIN MPI