Publications with the keyword "population coding"


A. S. Ecker, G. H. Denfield, M. Bethge, and A. S. Tolias
On the Structure of Neuronal Population Activity under Fluctuations in Attentional State
Journal of Neuroscience, 36(5), 1775-1789, 2016
#attention, #gain modulation, #noise correlations, #population coding
Code, URL, DOI, PDF, BibTex
E. Froudarakis, P. Berens, A. S. Ecker, R. J. Cotton, F. H. Sinz, D. Yatsenko, P. Saggau, M. Bethge, et al.
Population code in mouse V1 facilitates read-out of natural scenes through increased sparseness
Nature Neuroscience, 17, 851-857, 2014
#sparsity, #natural image statistics, #population coding, #v1, #two-photon imaging
URL, DOI, PDF, BibTex
M. Bethge
Efficient Population Coding
Encyclopedia of Computational Neuroscience, Springer New York, 2014
#population coding
URL, DOI, PDF, BibTex
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
T. Baden, P. Berens, M. Bethge, and T. Euler
Spikes in Mammalian Bipolar Cells Support Temporal Layering of the Inner Retina
Current Biology, 23(1), 48-52, 2013
#retina, #bipolar cells, #population coding
URL, DOI, PDF, BibTex
P. Berens, A. S. Ecker, R. J. Cotton, W. J. Ma, M. Bethge, and A. S. Tolias
A fast and simple population code for orientation in primate V1
Journal of Neuroscience, 32(31), 10618-10626, 2012
#population coding, #orientation, #v1, #macaque, #logistic regression, #multi-tetrode recordings, #noise correlations
Code, URL, PDF, Dataset, BibTex
A. S. Ecker, P. Berens, A. S. Tolias, and M. Bethge
The effect of noise correlations in populations of diversely tuned neurons
The Journal of Neuroscience, 31(40), 14272-14283, 2011
#noise correlations, #population coding, #fisher information, #orientation
Code, URL, DOI, PDF, 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
P. Berens, A. S. Ecker, S. Gerwinn, A. S. Tolias, and M. Bethge
Reassessing optimal neural population codes with neurometric functions
Proceedings of the National Academy of Sciences of the United States of America, 108(11), 4423-4428, 2011
#fisher information, #population coding, #mean squared error, #discrimination error, #neurometric function
Code, 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
R. Häfner and M. Bethge
Evaluating neuronal codes for inference using Fisher information
Advances in Neural Information Processing Systems 23, 2010
#population coding, #fisher information
PDF, 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
S. Gerwinn, P. Berens, and M. Bethge
A joint maximum-entropy model for binary neural population patterns and continuous signals
Advances in Neural Information Processing Systems 22, 2009
#maximum entropy, #population coding
Code, PDF, BibTex
P. Berens, S. Gerwinn, A. S. Ecker, and M. Bethge
Neurometric function analysis of population codes
Advances in Neural Information Processing Systems 22, 2009
#population coding, #neurometric function
Code, PDF, BibTex
M. Bethge and P. Berens
Near-Maximum Entropy Models for Binary Neural Representations of Natural Images
Advances in Neural Information Processing Systems 20, 2008
#population coding, #natural image statistics, #maximum entropy
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
M. Bethge, D. Rotermund, and K. Pawelzik
Optimal neural rate coding leads to bimodal firing rate distributions
Network: Computation in Neural Systems, 2003
#population coding
PDF, BibTex
M. Bethge, D. Rotermund, and K. Pawelzik
Optimal short-term population coding: when Fisher information fails
Neural Computation, 2002
#population coding, #fisher information
URL, DOI, PDF, BibTex
M. Bethge and K. Pawelzik
Population Coding with Unreliable Spikes
Neurocomputing, 2002
#population coding
PDF, BibTex
University of Tuebingen BCCN CIN MPI