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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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2013

Articles (2):

• 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.
• 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.

Posters (4):

• 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 (2):

• 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.
• 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.

Posters (5):

• Theis LM Person, Arnstein D Person, Chagas AM , Schwarz C and Bethge M Person (September-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-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-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.
• 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 (7):

• 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.
• Macke JH Person, Büsing L , Cunningham JP , Yu BM , Shenoy KV and Sahani M (February-2011): Modelling low-dimensional dynamics in recorded spiking populations, Computational and Systems Neuroscience Meeting (COSYNE 2011), Salt Lake City, UT, USA.
• Berens P Person, Ecker AS Person, Gerwinn S Person, Tolias AS Person and Bethge M Person (February-2011): Optimal Population Coding, Revisited, Computational and Systems Neuroscience Meeting (COSYNE 2011), Salt Lake City, UT, USA.
• Macke JH Person, Opper M and Bethge M Person (February-2011): The e ffect of common input on higher-order correlations and entropy in neural populations, Computational and Systems Neuroscience Meeting (COSYNE 2011), Salt Lake City, UT, USA.

Talks (2):

• Putzeys T Person, Wichmann F Person, Wagemans J and Goris R (September-2011): A new perceptual bias reveals suboptimal Bayesian decoding of sensory responses, 34th European Conference on Visual Perception, Toulouse, France, Perception, 40(ECVP Abstract Supplement) 50.
• Gerhard H Person, Wichmann F Person and Bethge M Person (September-2011) Abstract Talk: Sensitivity to local higher-order correlations in natural images, 34th European Conference on Visual Perception, Toulouse, France, Perception, 40(ECVP Abstract Supplement) 18.

2010

Articles (8):

• Sinz F Person and Bethge M Person (December-2010) Lp-Nested Symmetric Distributions Journal of Machine Learning Research 11 3409-3451.
 pdf
• Berens P Person, Logothetis NK Person and Tolias AS Person (November-2010) Local field potentials, BOLD and spiking activity: Relationships and physiological mechanisms Nature Precedings 2010 1-27.
 pdf
• Hosseini R Person, Sinz FH Person and Bethge M Person (October-2010) Lower bounds on the redundancy of natural images Vision Research 50(22) 2213-2222.
 pdf
• Lyamzin DR , Macke JH Person and Lesica NA (October-2010) Modeling population spike trains with specified time-varying spike rates, trial-to-trial variability, and pairwise signal and noise correlations Frontiers in Computational Neuroscience 4(144) 1-11.
• Bridle S , Balan ST , Bethge M Person, Gentile M , Harmeling S Person, Heymans C , Hirsch M Person, Hosseini R Person, Jarvis M , Kirk D , Kitching T , Kuijken K , Lewis A , Paulin-Henriksson S , Schölkopf B Person, 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 and Wittman D (July-2010) Results of the GREAT08 Challenge: An image analysis competition for cosmological lensing Monthly Notices of the Royal Astronomical Society 405(3) 2044-2061.
• Macke JH Person and Wichmann FA Person (May-2010) Estimating predictive stimulus features from psychophysical data: The decision image technique applied to human faces Journal of Vision 10(5:22) 1-24.
• Gerwinn S Person, Macke J Person and Bethge M Person (April-2010) Bayesian inference for generalized linear models for spiking neurons Frontiers in Computational Neuroscience 4(12) 1-42.
• Ecker AS Person, Berens P Person, Keliris GA Person, Bethge M Person, Logothetis NK Person and Tolias AS Person (January-2010) Decorrelated Neuronal Firing in Cortical Microcircuits Science 327(5965) 584-587.

Conference papers (4):

• Gerwinn S Person, Berens P Person and Bethge M Person (April-2010) A joint maximum-entropy model for binary neural population patterns and continuous signals In: Advances in Neural Information Processing Systems 22, 23rd Annual Conference on Neural Information Processing Systems (NIPS 2009), Curran, Red Hook, NY, USA, 620-628.
pdf
• Macke JH Person, Gerwinn S Person, Kaschube M , White LE and Bethge M Person (April-2010) Bayesian estimation of orientation preference maps In: Advances in Neural Information Processing Systems 22, 23rd Annual Conference on Neural Information Processing Systems (NIPS 2009), Curran, Red Hook, NY, USA, 1195-1203.
pdf
• Sinz F Person, Simoncelli EP and Bethge M Person (April-2010) Hierarchical Modeling of Local Image Features through Lp-Nested Symmetric Distributions In: Advances in Neural Information Processing Systems 22, 23rd Annual Conference on Neural Information Processing Systems (NIPS 2009), Curran, Red Hook, NY, USA, 1696-1704.
pdfpdf
• Berens P Person, Gerwinn S Person, Ecker AS Person and Bethge M Person (April-2010) Neurometric function analysis of population codes In: Advances in Neural Information Processing Systems 22, 23rd Annual Conference on Neural Information Processing Systems (NIPS 2009), Curran, Red Hook, NY, USA, 90-98.
pdf

Posters (7):

• Ecker AS Person, Berens P Person, Keliris GA Person, Bethge M Person, Logothetis NK Person and Tolias AS Person (November-2010): Decorrelated neuronal firing in cortical microcircuits, 40th Annual Meeting of the Society for Neuroscience (Neuroscience 2010), San Diego, CA, USA.
• Macke JH Person, Sebastian G , White LE , Kaschube M and Bethge M Person (November-2010): Estimating cortical maps with Gaussian process models, 40th Annual Meeting of the Society for Neuroscience (Neuroscience 2010), San Diego, CA, USA.
• Theis L Person, Gerwinn S Person, Sinz F Person and Bethge M Person (October-2010): Likelihood Estimation in Deep Belief Networks, Bernstein Conference on Computational Neuroscience (BCCN 2010), Berlin, Germany, Frontiers in Computational Neuroscience, Conference Abstract: Bernstein Conference on Computational Neuroscience.
• Hosseini R Person, Sinz F Person and Bethge M Person (October-2010): New Estimate for the Redundancy of Natural Images, Bernstein Conference on Computational Neuroscience (BCCN 2010), Berlin, Germany, Frontiers in Computational Neuroscience, Conference Abstract: Bernstein Conference on Computational Neuroscience.
• Lies J-P Person, Häfner RM Person and Bethge M Person (October-2010): What is the Goal of Complex Cell Coding in V1?, Bernstein Conference on Computational Neuroscience (BCCN 2010), Berlin, Germany, Frontiers in Computational Neuroscience, 2010(Conference Abstract: Bernstein Conference on Computational Neuroscience).
• Ecker AS Person, Berens P Person, Keliris GA Person, Bethge M Person, Logothetis NK Person and Tolias AS Person (June-2010): Decorrelated Firing in Cortical Microcircuits, AREADNE 2010: Research in Encoding And Decoding of Neural Ensembles, Santorini, Greece.
• Lies J-P Person, Häfner RM Person and Bethge M Person (June-2010): What is the Goal of Complex Cell Coding in V1?, AREADNE 2010: Research in Encoding And Decoding of Neural Ensembles, Santorini, Greece.

Talks (1):

• Häfner R Person, Gerwinn S Person, Macke J Person and Bethge M Person (February-2010) Abstract Talk: Implications of correlated neuronal noise in decision making circuits for physiology and behavior, Computational and Systems Neuroscience Meeting (COSYNE 2010), Salt Lake City, UT, USA, Frontiers in Neuroscience, Conference Abstract: Computational and Systems Neuroscience 2010.
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Last updated: Wednesday, 27.02.2013