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Research Group Leader

Prof. Dr. Matthias Bethge
Prof. Dr. Matthias Bethge
Phone: +49 7071 29-89017
Fax: +49 7071 29-25015
mbethge[at]tuebingen.mpg.de

 

Secretary: Heike König
Phone: +49 7071 29-89018
Fax: +49 7071 29-25015
heike.koenig[at]tuebingen.mpg.de
 

 

Publication List Research Group Bethge

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2014

Articles (5):

Hosseini R Person, Sra S Person, Theis L Person and Bethge M Person (October-2014) Statistical inference with the Elliptical Gamma Distribution Machine Learning . submitted
Froudarakis E , Berens P Person, Ecker AS Person, Cotton RJ , Sinz FH Person, Yatsenko D , Saggau P , Bethge M Person and Tolias AS Person (June-2014) Population code in mouse V1 facilitates readout of natural scenes through increased sparseness Nature Neuroscience 17(6) 851–857.
Ecker AS Person, Berens P Person, Cotton RJ , Subramaniyan M , Denfield GH , Cadwell CR , Smirnakis SM , Bethge M Person and Tolias AS Person (April-2014) State Dependence of Noise Correlations in Macaque Primary Visual Cortex Neuron 82(1) 235–248.
Lies J-P , Häfner RM Person and Bethge M Person (March-2014) Slowness and sparseness have diverging effects on complex cell learning PLoS Computational Biology 10(3) 1-11.
Gerhard HE Person and Bethge M Person (February-2014) Towards Rigorous Study of Artistic Style: A New Psychophysical Paradigm Art & Perception 2(1-2) 23-44.

Posters (5):

Boettcher A and Bethge M Person (September-3-2014): Information theoretic analysis of neural populations, Bernstein Conference 2014, Göttingen, Germany.
Froudarakis A , Berens P Person, Ecker AS Person, Cotton RJ , Sinz FH Person, Yatsenko D , Saggau P , Bethge M Person and Tolias AS Person (June-2014): Population Code in Mouse V1 Facilities Read-out of Natural Scenes through Increased Sparseness, AREADNE 2014: Research in Encoding and Decoding of Neural Ensembles, Santorini, Greece.
Cotton RJ , Froudarakis E , Ecker AS Person, Berens P Person, Saggau P and Tolias AS Person (June-2014): Scaling of Information in Large Sensory Neuronal Populations, AREADNE 2014: Research in Encoding and Decoding of Neural Ensembles, Santorini, Greece.
Ecker AS Person, Berens P Person, Cotton RJ , Subramaniyan M , Denfield GH , Cadwell CR , Smirnakis SM , Bethge M Person and Tolias AS Person (June-2014): State Dependence of Noise Correlation in Macaque Primary Visual Cortex, AREADNE 2014: Research in Encoding and Decoding of Neural Ensembles, Santorini, Greece.
Berens P Person, Baden T , Franke K , Rezac M , Bethge M and Euler T Person (June-2014): What the Mouse Eye Tells the Mouse Brain: A Semi-Supervised Clustering Approach for Fingerprinting the Retinal Ganglion Cell Types of the Mouse Retina, AREADNE 2014: Research in Encoding and Decoding of Neural Ensembles, Santorini, Greece.

Talks (1):

Gatys LA , Ecker AS Person, Tchumatchenko T and Bethge M Person (September-4-2014) Abstract Talk: Synaptic unreliability facilitates information transmission in balanced cortical populations, Bernstein Conference 2014, Göttingen, Germany 21.

2013

Articles (9):

Chagas AM , Theis L Person, Sengupta B Person, Stüttgen MC , Bethge M Person and Schwarz C (December-2013) Functional analysis of ultra high information rates conveyed by rat vibrissal primary afferents Frontiers in Neural Circuits 7(190) 1-17.
Theis L Person, Chagas AM , Arnstein D Person, Schwarz C and Bethge M Person (November-2013) Beyond GLMs: A Generative Mixture Modeling Approach to Neural System Identification PLoS Computational Biology 9(11) 1-9.
Sinz F Person and Bethge M Person (November-2013) What Is the Limit of Redundancy Reduction with Divisive Normalization? Neural Computation 25(11) 2809-2814.
Subramaniyan M , Ecker AS Person, Berens P Person and Tolias AS Person (March-2013) Macaque Monkeys Perceive the Flash Lag Illusion PLoS ONE 8(3) 1-10.
Haefner RM Person, Gerwinn S Person, Macke JH Person and Bethge M Person (February-2013) Inferring decoding strategies from choice probabilities in the presence of correlated variability Nature Neuroscience 16(2) 235–242.
Baden T , Godino LP , Yusuf S and Berens P Person (February-2013) Neurowissenschaften in Afrika: Kooperationen und Perspektiven Neuroforum 19(2) 73-74.
Gerhard HE Person, Wichmann FA Person and Bethge M Person (January-2013) How sensitive is the human visual system to the local statistics of natural images? PLoS Computational Biology 9(1) 1-15.
Baden T , Berens P Person, Bethge M Person and Euler T (January-2013) Spikes in Mammalian Bipolar Cells Support Temporal Layering of the Inner Retina Current Biology 23(1) 48–52.
Sinz F Person and Bethge M Person (January-2013) Temporal Adaptation Enhances Efficient Contrast Gain Control on Natural Images PLoS Computational Biology 9(1) 1-13.

Conference papers (1):

Theis L Person, Sohl-Dickstein J and Bethge M Person (April-2013) Training sparse natural image models with a fast Gibbs sampler of an extended state space In: Advances in Neural Information Processing Systems 25, Twenty-Sixth Annual Conference on Neural Information Processing Systems (NIPS 2012), Curran, Red Hook, NY, USA, 1133-1141.

Posters (7):

Gatys L , Ecker A Person, Tchumatchenko T and Bethge M Person (September-2013): Information Coding in the Variance of Neural Activity, Bernstein Conference 2013, Tübingen, Germany.
Farzami T , Theis L and Bethge M Person (September-2013): Neural Adaptation as Bayesian Inference, Bernstein Conference 2013, Tübingen, Germany.
Baden T , Berens P Person, Franke K , Rezac M and Bethge M Person (September-2013): What the mouse eye tells the mouse brain: Recording the entire visual representation along the vertical pathway in the retina, Bernstein Conference 2013, Tübingen, Germany.
Bethge M Person, Luedtke N , Das D Person and Theis L Person (March-2013): A generative model of natural images as patchworks of textures, Computational and Systems Neuroscience Meeting (COSYNE 2013), Salt Lake City, UT, USA.
Theis L Person, Arnstein D Person, Maia Chagas A , Schwarz C and Bethge M Person (March-2013): Beyond GLMs: a generative mixture modeling approach to neural system identification, Computational and Systems Neuroscience Meeting (COSYNE 2013), Salt Lake City, UT, USA.
Froudarakis E , Berens P Person, Cotton JR , Ecker AS Person, Saggau P , Bethge M Person and Tolias A Person (March-2013): Encoding of natural scene statistics in the primary visual cortex of the mouse, Computational and Systems Neuroscience Meeting (COSYNE 2013), Salt Lake City, UT, USA.
Berens P Person, Baden T , Bethge M Person and Euler T (March-2013): Recording the entire visual representation along the vertical pathway in the mammalian retina, Computational and Systems Neuroscience Meeting (COSYNE 2013), Salt Lake City, UT, USA.

2012

Articles (3):

Berens P , Ecker AS Person, Cotton RJ , Ma WJ , Bethge M Person and Tolias AS Person (August-2012) A Fast and Simple Population Code for Orientation in Primate V1 Journal of Neuroscience 32(31) 10618-10626.
Theis L Person, Hosseini R Person and Bethge M Person (July-2012) Mixtures of Conditional Gaussian Scale Mixtures Applied to Multiscale Image Representations PLoS ONE 7(7) 1-8.
Putzeys T , Bethge M Person, Wichmann F Person, Wagemans J and Goris R (April-2012) A New Perceptual Bias Reveals Suboptimal Population Decoding of Sensory Responses PLoS Computational Biology 8(4) 1-13.

Contributions to books (1):

Berens P Person, Logothetis NK Person and Tolias AS Person: Local Field Potentials, BOLD, and Spiking Activity: Relationsships and Physiological Mechanisms, 599-624. In: Visual population codes: toward a common multivariate framework for cell recording and functional imaging, (Ed) N. Kriegeskorte, MIT Press, Cambridge, MA, USA, (January-2012).

Posters (6):

Theis LM Person, Arnstein D Person, Chagas AM , Schwarz C and Bethge M Person (September-14-2012): Beyond GLMs: a generative mixture modeling approach to neural system identification, Bernstein Conference 2012, München, Germany, Frontiers in Computational Neuroscience, Conference Abstract: Bernstein Conference 2012 165.
Gerhard HE Person, Wichmann FA Person and Bethge M Person (September-14-2012): How Sensitive Is the Human Visual System to the Local Statistics of Natural Images?, Bernstein Conference 2012, München, Germany, Frontiers in Computational Neuroscience, Conference Abstract: Bernstein Conference 2012 175.
Theis LM Person, Hosseini R Person and Bethge M Person (September-14-2012): Mixtures of conditional Gaussian scale mixtures: the best model for natural images, Bernstein Conference 2012, München, Germany, Frontiers in Computational Neuroscience, Conference Abstract: Bernstein Conference 2012 247.
Ecker AS Person, Berens P Person, Tolias AS Person and Bethge M Person (June-2012): The correlation structure induced by fluctuations in attention, AREADNE 2012: Research in Encoding and Decoding of Neural Ensembles, Santorini, Greece.
Gerhard H Person and Bethge M Person (February-2012): Perceptual relevance of neurally-inspired natural image models evaluated via contour discrimination, 9th Annual Computational and Systems Neuroscience Meeting (Cosyne 2012), Salt Lake City, UT, USA.
Ecker A Person, Berens P Person, Tolias A Person and Bethge M Person (February-2012): The correlation structure induced by fluctuations in attention, 9th Annual Computational and Systems Neuroscience Meeting (Cosyne 2012), Salt Lake City, UT, USA.

2011

Articles (8):

Theis L Person, Gerwinn S Person, Sinz F Person and Bethge M Person (November-2011) In All Likelihood, Deep Belief Is Not Enough Journal of Machine Learning Research 12 3071-3096.
Ecker AS Person, Berens P Person, Tolias AS Person and Bethge M Person (October-2011) The effect of noise correlations in populations of diversely tuned neurons Journal of Neuroscience 31(40) 14272-14283.
Kitching T , Amara A , Gill M , Harmeling S Person, Heymans C , Massey R , Rowe B , Schrabback T , Voigt L , Balan S , Bernstein G , Bethge M Person, Bridle S , Courbin F , Gentile M , Heavens A , Hirsch M Person, Hosseini R Person, Kiessling A , Kirk D , Kuijken K , Mandelbaum R , Moghaddam B , Nurbaeva G , Paulin-Henriksson S , Rassat A , Rhodes J , Schölkopf B Person, Shawe-Taylor J , Shmakova M , Taylor A , Velander M , van Waerbeke L , Witherick D and Wittman D (September-2011) Gravitational Lensing Accuracy Testing 2010 (GREAT10) Challenge Handbook Annals of Applied Statistics 5(3) 2231-2263.
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Macke J Person, Berens P Person and Bethge M Person (July-2011) Statistical analysis of multi-cell recordings: linking population coding models to experimental data Frontiers in Computational Neuroscience 5(35) 1-2.
Macke JH Person, Opper M and Bethge M Person (May-2011) Common Input Explains Higher-Order Correlations and Entropy in a Simple Model of Neural Population Activity Physical Review Letters 106(20) 1-4.
Macke JH Person, Gerwinn S Person, White LW , Kaschube M and Bethge M Person (May-2011) Gaussian process methods for estimating cortical maps NeuroImage 56(2) 570-581.
Berens P Person, Ecker AS Person, Gerwinn S Person, Tolias AS Person and Bethge M Person (March-2011) 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.
Gerwinn S Person, Macke JH Person and Bethge M Person (February-2011) Reconstructing stimuli from the spike-times of leaky integrate and fire neurons Frontiers in Neuroscience 5(1) 1-16.

Posters (8):

Haefner RM Person, Gerwinn S Person, Macke JH Person and Bethge M Person (November-2011): Relationship between decoding strategy, choice probabilities and neural correlations in perceptual decision-making task, 41st Annual Meeting of the Society for Neuroscience (Neuroscience 2011), Washington, DC, USA.
Theis L Person, Hosseini R Person and Bethge M Person (October-2011): A multiscale model of natural images, 12th Conference of Junior Neuroscientists of Tübingen (NeNA 2011), Heiligkreuztal, Germany.
Arnstein D Person, Theis L Person, Chagas AM , Bethge M Person and Schwarz C (October-2011): LNP Analysis of Primary Whisker Afferents, 12th Conference of Junior Neuroscientists of Tübingen (NeNA 2011), Heiligkreuztal, Germany.
Lies P , Häfner RM Person and Bethge M Person (October-2011): Slow Subspace Analysis: a New Algorithm for Invariance Learning, 12th Conference of Junior Neuroscientists of Tübingen (NeNA 2011), Heiligkreuztal, Germany.
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Last updated: Wednesday, 27.02.2013