Prof. Dr. Matthias Bethge

Adresse: Otfried-Müller-Str. 25
72076 Tübingen
Tel.: 07071 29-89017
Fax: 07071 29-25015


Bild von Bethge, Matthias, Prof. Dr.

Matthias Bethge

Position: Leiter Forschungsgruppe  Abteilung: 

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Artikel (57):

Mathis A, Mamidanna P, Cury KM, Abe T, Murthy VN, Mathis MW und Bethge M (September-2018) DeepLabCut: markerless pose estimation of user-defined body parts with deep learning Nature Neuroscience 21(9) 1281-1289.
Denfield GH, Ecker AS, Shinn TJ, Bethge M und Tolias AS (Juli-2018) Attentional fluctuations induce shared variability in macaque primary visual cortex Nature Communications 9(2654) 1-14.
Nonnenmacher M, Behrens C, Berens P, Bethge M und Macke JH (Oktober-2017) Signatures of criticality arise from random subsampling in simple population models PLoS Computational Biology 13(10) 1-23.
Gatys LA, Ecker AS und Bethge M (Oktober-2017) Texture and art with deep neural networks Current Opinion in Neurobiology 46 178–186.
Wallis TSA, Tobias S, Bethge M und Wichmann FA (April-2017) Detecting distortions of peripherally presented letter stimuli under crowded conditions Attention, Perception, & Psychophysics 79(3) 850–862.
Franke K, Berens P, Schubert T, Bethge M, Euler T und Baden T (Februar-2017) Inhibition decorrelates visual feature representations in the inner retina Nature 542(7642) 439–444.
Hosseini R, Sra S, Theis L und Bethge M (September-2016) Inference and mixture modeling with the Elliptical Gamma Distribution Computational Statistics & Data Analysis 101 29–43.
Mathis A, Rokni D, Kapoor V, Bethge M und Murthy VN (September-2016) Reading Out Olfactory Receptors: Feedforward Circuits Detect Odors in Mixtures without Demixing Neuron 91(5) 1110–1123.
Theis L, Berens P, Froudarakis E, Reimer J, Román Rosón M, Baden T, Euler T, Tolias AS und Bethge M (Mai-2016) Benchmarking Spike Rate Inference in Population Calcium Imaging Neuron 90(3) 471–482.
Wallis T, Bethge M und Wichmann FA (März-2016) Testing models of peripheral encoding using metamerism in an oddity paradigm Journal of Vision 16(2:4) 1-30.
Cadwell CR, Palasantza A, Jiang X, Berens P, Deng Q, Yilmaz M, Reimer J, Shen S, Bethge M, Tolias KF, Sandberg R und Tolias AS (Februar-2016) Electrophysiological, transcriptomic and morphologic profiling of single neurons using Patch-seq Nature Biotechnology 34(2) 199–203.
Ecker AS, Denfield GH, Bethge M und Tolias AS (Februar-2016) On the Structure of Neuronal Population Activity under Fluctuations in Attentional State Journal of Neuroscience 36(5) 1775-1789.
Baden T, Berens P, Franke K, Román Rosón M, Bethge M und Euler T (Januar-2016) The functional diversity of retinal ganglion cells in the mouse Nature 529(7586) 345–350.
Kümmerer M, Wallis TS und Bethge M (Dezember-2015) Information-theoretic model comparison unifies saliency metrics Proceedings of the National Academy of Sciences of the United States of America 112(52) 16054–16059.
Gatys LA, Ecker AS, Tchumatchenko T und Bethge M (Juni-2015) Synaptic unreliability facilitates information transmission in balanced cortical populations Physical Review E 91(062707) 1-7.
Lüdtke N, Das D, Theis L und Bethge M (Mai-2015) A Generative Model of Natural Texture Surrogates - . eingereicht
Sinz FH, Lies J-P, Gerwinn S und Bethge M (November-2014) Natter: A Python Natural Image Statistics Toolbox Journal of Statistical Software 61(5) 1-34.
Froudarakis E, Berens P, Ecker AS, Cotton RJ, Sinz FH, Yatsenko D, Saggau P, Bethge M und Tolias AS (Juni-2014) Population code in mouse V1 facilitates readout of natural scenes through increased sparseness Nature Neuroscience 17(6) 851–857.
Ecker AS, Berens P, Cotton RJ, Subramaniyan M, Denfield GH, Cadwell CR, Smirnakis SM, Bethge M und Tolias AS (April-2014) State Dependence of Noise Correlations in Macaque Primary Visual Cortex Neuron 82(1) 235–248.
Lies J-P, Häfner RM und Bethge M (März-2014) Slowness and sparseness have diverging effects on complex cell learning PLoS Computational Biology 10(3) 1-11.
Gerhard HE und Bethge M (Februar-2014) Towards Rigorous Study of Artistic Style: A New Psychophysical Paradigm Art & Perception 2(1-2) 23-44.
Chagas AM, Theis L, Sengupta B, Stüttgen MC, Bethge M und Schwarz C (Dezember-2013) Functional analysis of ultra high information rates conveyed by rat vibrissal primary afferents Frontiers in Neural Circuits 7(190) 1-17.
Theis L, Chagas AM, Arnstein D, Schwarz C und Bethge M (November-2013) Beyond GLMs: A Generative Mixture Modeling Approach to Neural System Identification PLoS Computational Biology 9(11) 1-9.
Sinz F und Bethge M (November-2013) What Is the Limit of Redundancy Reduction with Divisive Normalization? Neural Computation 25(11) 2809-2814.
Haefner RM, Gerwinn S, Macke JH und Bethge M (Februar-2013) Inferring decoding strategies from choice probabilities in the presence of correlated variability Nature Neuroscience 16(2) 235–242.
Gerhard HE, Wichmann FA und Bethge M (Januar-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, Bethge M und Euler T (Januar-2013) Spikes in Mammalian Bipolar Cells Support Temporal Layering of the Inner Retina Current Biology 23(1) 48–52.
Sinz F und Bethge M (Januar-2013) Temporal Adaptation Enhances Efficient Contrast Gain Control on Natural Images PLoS Computational Biology 9(1) 1-13.
Berens P, Ecker AS, Cotton RJ, Ma WJ, Bethge M und Tolias AS (August-2012) A Fast and Simple Population Code for Orientation in Primate V1 Journal of Neuroscience 32(31) 10618-10626.
Theis L, Hosseini R und Bethge M (Juli-2012) Mixtures of Conditional Gaussian Scale Mixtures Applied to Multiscale Image Representations PLoS ONE 7(7) 1-8.
Putzeys T, Bethge M, Wichmann F, Wagemans J und Goris R (April-2012) A New Perceptual Bias Reveals Suboptimal Population Decoding of Sensory Responses PLoS Computational Biology 8(4) 1-13.
Theis L, Gerwinn S, Sinz F und Bethge M (November-2011) In All Likelihood, Deep Belief Is Not Enough Journal of Machine Learning Research 12 3071-3096.
Ecker AS, Berens P, Tolias AS und Bethge M (Oktober-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, Heymans C, Massey R, Rowe B, Schrabback T, Voigt L, Balan S, Bernstein G, Bethge M, Bridle S, Courbin F, Gentile M, Heavens A, Hirsch M, Hosseini R, Kiessling A, Kirk D, Kuijken K, Mandelbaum R, Moghaddam B, Nurbaeva G, Paulin-Henriksson S, Rassat A, Rhodes J, Schölkopf B, Shawe-Taylor J, Shmakova M, Taylor A, Velander M, van Waerbeke L, Witherick D und Wittman D (September-2011) Gravitational Lensing Accuracy Testing 2010 (GREAT10) Challenge Handbook Annals of Applied Statistics 5(3) 2231-2263.
Macke J, Berens P und Bethge M (Juli-2011) Statistical analysis of multi-cell recordings: linking population coding models to experimental data Frontiers in Computational Neuroscience 5(35) 1-2.
Macke JH, Opper M und Bethge M (Mai-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, Gerwinn S, White LW, Kaschube M und Bethge M (Mai-2011) Gaussian process methods for estimating cortical maps NeuroImage 56(2) 570-581.
Berens P, Ecker AS, Gerwinn S, Tolias AS und Bethge M (März-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, Macke JH und Bethge M (Februar-2011) Reconstructing stimuli from the spike-times of leaky integrate and fire neurons Frontiers in Neuroscience 5(1) 1-16.
Sinz F und Bethge M (Dezember-2010) Lp-Nested Symmetric Distributions Journal of Machine Learning Research 11 3409-3451.
Hosseini R, Sinz FH und Bethge M (Oktober-2010) Lower bounds on the redundancy of natural images Vision Research 50(22) 2213-2222.
Bridle S, Balan ST, Bethge M, Gentile M, Harmeling S, Heymans C, Hirsch M, Hosseini R, Jarvis M, Kirk D, Kitching T, Kuijken K, Lewis A, Paulin-Henriksson S, Schölkopf B, Velander M, Voigt L, Witherick D, Amara A, Bernstein G, Courbin F, Gill M, Heavens A, Mandelbaum R, Massey R, Moghaddam B, Rassat A, Refregier A, Rhodes J, Schrabback T, Shawe-Taylor J, Shmakova M, van Waerbeke L und Wittman D (Juli-2010) Results of the GREAT08 Challenge: An image analysis competition for cosmological lensing Monthly Notices of the Royal Astronomical Society 405(3) 2044-2061.
Gerwinn S, Macke J und Bethge M (April-2010) Bayesian inference for generalized linear models for spiking neurons Frontiers in Computational Neuroscience 4(12) 1-17.
Ecker AS, Berens P, Keliris GA, Bethge M, Logothetis NK und Tolias AS (Januar-2010) Decorrelated Neuronal Firing in Cortical Microcircuits Science 327(5965) 584-587.
Gerwinn S, Macke JH und Bethge M (Oktober-2009) Bayesian population decoding of spiking neurons Frontiers in Computational Neuroscience 3(21) 1-14.
Sinz FH, Gerwinn S und Bethge M (Mai-2009) Characterization of the p-Generalized Normal Distribution Journal of Multivariate Analysis 100(5) 817-820.
Eichhorn J, Sinz FH und Bethge M (April-2009) Natural Image Coding in V1: How Much Use is Orientation Selectivity? PLoS Computational Biology 5(4) 1-16.
Macke JH, Berens P, Ecker AS, Tolias AS und Bethge M (Februar-2009) Generating Spike Trains with Specified Correlation Coefficients Neural Computation 21(2) 397-423.
Bethge M (Juni-2006) Factorial coding of natural images: how effective are linear models in removing higher-order dependencies? Journal of the Optical Society of America A 23(6) 1253-1268.
Silberberg G, Bethge M, Markram H, Pawelzik K und Tsodyks M (Februar-2004) Dynamics of Population Rate Codes in Ensembles of Neocortical Neurons Journal of Neurophysiology 91(2) 704-709.
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Last updated: Montag, 22.05.2017