Publications by M. Bethge

2018

Alexander S Ecker , Fabian H Sinz , Emmanouil Froudarakis , Paul G Fahey , Santiago A Cadena , Edgar Y Walker , Erick Cobos , Jacob Reimer , Andreas S Tolias , Matthias Bethge A rotation-equivariant convolutional neural network model of primary visual cortex Proceedings of ICLR 2019

2014

E. Froudarakis , P. Berens , A. S. Ecker , R. J. Cotton , F. H. Sinz , D. Yatsenko , P. Saggau , M. Bethge , A. S. Tolias Population code in mouse V1 facilitates readout of natural scenes through increased sparseness. Nature neuroscience, 17, 851-7
F.H. Sinz , J.-P. Lies , S. Gerwinn , M. Bethge Natter: A Python natural image statistics toolbox Journal of Statistical Software, 61

2013

F. Sinz , M. Bethge Temporal Adaptation Enhances Efficient Contrast Gain Control on Natural Images PLoS Computational Biology, 9, e1002889
F. H. Sinz , M. Bethge What Is the Limit of Redundancy Reduction with Divisive Normalization? Neural Computation, 25, 2809-2814

2011

L. Theis , S. Gerwinn , F. Sinz , M. Bethge In All Likelihood, Deep Belief Is Not Enough Journal of Machine Learning Research, 12, 3071-3096

2010

R. Hosseini , F. Sinz , M. Bethge Lower bounds on the redundancy of natural images Vision Research, 50, 2213-2222
F. Sinz , M. Bethge Lp-nested symmetric distributions Journal of Machine Learning Research, 11, 3409-3451

2009

F. Sinz , E. P. Simoncelli , M. Bethge Hierarchical Modeling of Local Image Features through Lp -Nested Symmetric Distributions Advances in Neural Information Processing Systems 22, 1696-1704
J. Eichhorn , F. Sinz , M. Bethge Natural Image Coding in V1: How Much Use Is Orientation Selectivity? PLoS Computational Biology, 5
F. Sinz , S. Gerwinn , M. Bethge Characterization of the p-generalized normal distribution Journal of Multivariate Analysis, 100, 817-820

2008

F. H Sinz , M. Bethge The Conjoint Effect of Divisive Normalization and Orientation Selectivity on Redundancy Reduction Advances in Neural Information Processing Systems 21, 1521-1528
F. Sinz , M. Bethge How much can Orientation Selectivity and Contrast Gain Control Reduce Redundancies in Natural Images Technical Report Max Planck Institute for Biological Cybernetics