Search Machine Learning Repository:
All publications by Matthias Bethge
authors venues years



Generative Image Modeling Using Spatial LSTMs
Lucas Theis and Matthias Bethge
Advances in Neural Information Processing Systems 28, 2015


Texture Synthesis Using Convolutional Neural Networks
Leon Gatys, Alexander S. Ecker and Matthias Bethge
Advances in Neural Information Processing Systems 28, 2015


Training sparse natural image models with a fast Gibbs sampler of an extended state space
Lucas Theis, Jascha Sohl-dickstein and Matthias Bethge
Advances in Neural Information Processing Systems 25, 2012


Evaluating neuronal codes for inference using Fisher information
Haefner Ralf and Matthias Bethge
Advances in Neural Information Processing Systems 23, 2010


Bayesian estimation of orientation preference maps
Sebastian Gerwinn, Leonard White, Matthias Kaschube, Matthias Bethge and Jakob H. Macke
Advances in Neural Information Processing Systems 22, 2009


Neurometric function analysis of population codes
Philipp Berens, Sebastian Gerwinn, Alexander Ecker and Matthias Bethge
Advances in Neural Information Processing Systems 22, 2009


A joint maximum-entropy model for binary neural population patterns and continuous signals
Sebastian Gerwinn, Philipp Berens and Matthias Bethge
Advances in Neural Information Processing Systems 22, 2009


Hierarchical Modeling of Local Image Features through $L_p$-Nested Symmetric Distributions
Matthias Bethge, Eero P. Simoncelli and Fabian H. Sinz
Advances in Neural Information Processing Systems 22, 2009


The Conjoint Effect of Divisive Normalization and Orientation Selectivity on Redundancy Reduction
Fabian H. Sinz and Matthias Bethge
Advances in Neural Information Processing Systems 21, 2008


Near-Maximum Entropy Models for Binary Neural Representations of Natural Images
Matthias Bethge and Philipp Berens
Advances in Neural Information Processing Systems 20, 2007


Bayesian Inference for Spiking Neuron Models with a Sparsity Prior
Sebastian Gerwinn, Matthias Bethge, Jakob H. Macke and Matthias Seeger
Advances in Neural Information Processing Systems 20, 2007


Receptive Fields without Spike-Triggering
Guenther Zeck, Matthias Bethge and Jakob H. Macke
Advances in Neural Information Processing Systems 20, 2007


Binary Tuning is Optimal for Neural Rate Coding with High Temporal Resolution
Matthias Bethge, David Rotermund and Klaus Pawelzik
Advances in Neural Information Processing Systems 15, 2002