Publications by J. H. Macke

Journal Articles


R. M. Haefner, S. Gerwinn, J. H. Macke, and M. Bethge
Inferring decoding strategies from choice probabilities in the presence of correlated variability
Nature Neuroscience, 16, 235-242, 2013
#noise correlations, #choice probabilities, #decision making, #population coding
Code, URL, PDF, Perspective, BibTex
J. H. Macke, M. Opper, and M. Bethge
Common Input Explains Higher-Order Correlations and Entropy in a Simple Model of Neural Population Activity
Physical Review Letters, 106(20), 2011
#population coding
DOI, PDF, BibTex
J. Macke, P. Berens, and M. Bethge
Statistical analysis of multi-cell recordings: linking population coding models to experimental data
Frontiers in Computational Neuroscience, 5(35), 2011
#multi-cell recordings, #population models, #statistical analysis
URL, PDF, BibTex
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, L. White, M. Kaschube, and M. Bethge
Gaussian process methods for estimating cortical maps
NeuroImage, 56(2), 570-581, 2010
#gaussian process
Code, URL, DOI, PDF, BibTex
J. H. Macke and F. A. Wichmann
Estimating predictive stimulus features from psychophysical data: The decision image technique applied to human faces
Journal of Vision, 10(5), 2010
URL, DOI, BibTex
S. Gerwinn, J. Macke, and M. Bethge
Bayesian population decoding of spiking neurons
Frontiers in Computational Neuroscience, 3, 2009
#population coding, #decoding
URL, DOI, PDF, BibTex
J. Macke, P. Berens, A. Ecker, A. Tolias, and M. Bethge
Generating Spike Trains with Specified Correlation-Coeffcients
Neural Computation, 2009
#spike train, #correlated poisson, #multivariate poisson, #noise correlations, #discretized gaussian
Code, PDF, BibTex

Conference Papers


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
J. H. Macke, G. Zeck, and M. Bethge
Receptive Fields without Spike-Triggering
Advances in Neural Information Processing Systems 20, 2008
#receptive fields, #retina, #population coding
PDF, BibTex
S. Gerwinn, J. Macke, M. Seeger, and M. Bethge
Bayesian Inference for Spiking Neuron Models with a Sparsity Prior
Advances in Neural Information Processing Systems 20, 2008
PDF, BibTex
M. Bethge, S. Gerwinn, and J. H. Macke
Unsupervised learning of a steerable basis for invariant image representations
Proceedings of SPIE Human Vision and Electronic Imaging XII (EI105), 2007
PDF, BibTex

Technical Reports


J. Macke, M. Opper, and M. Bethge
The effect of pairwise neural correlations on global population statistics
Max Planck Institute for Biological Cybernetics, 2009
PDF, BibTex

Abstracts


P. Berens, J. Macke, A. Ecker, R. Cotton, M. Bethge, and A. Tolias
Sensory input statistics and network mechanisms in primate primary visual cortex
Frontiers in Systems Neuroscience, 2009
DOI, BibTex
P. Berens, A. Ecker, M. Subramaniyan, J. Macke, P. Hauck, M. Bethge, and A. Tolias
Pairwise Correlations and Multineuronal Firing Patterns in the Primary Visual Cortex of the Awake, Behaving Macaque
AREADNE 2008: Research in Encoding and Decoding of Neural Ensembles, 2008
BibTex
M. Bethge, J. Macke, P. Berens, A. Ecker, and A. Tolias
Flexible Models for Population Spike Trains
AREADNE 2008: Research in Encoding and Decoding of Neural Ensembles, 2008
BibTex
J. H. Macke, G. Zeck, and M. Bethge
Estimating Population Receptive Fields in Space and Time
Proceedings of the Computational and Systems Neuroscience Meeting 2007 (COSYNE), 2007
BibTex
M. Bethge, J. H. Macke, S. Gerwinn, and G. Zeck
Identifying temporal population codes in the retina using canonical correlation analysis
Proceedings of the 31st Göttingen Neurobiology Conference, 2007
BibTex
University of Tuebingen BCCN CIN MPI