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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2016

Articles (3):

Cadwell CR, Palasantza A, Jiang X, Berens P, Deng Q, Yilmaz M, Reimer J, Shen S, Bethge M, Tolias KF, Sandberg R and Tolias AS (February-2016) Electrophysiological, transcriptomic and morphologic profiling of single neurons using Patch-seq Nature Biotechnology 34(2) 199–203.
Ecker AS, Denfield GH, Bethge M and Tolias AS (February-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 and Euler T (January-2016) The functional diversity of retinal ganglion cells in the mouse Nature 529(7586) 345–350.

2015

Articles (4):

Kümmerer M, Wallis TS and Bethge M (December-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 and Bethge M (October-2015) A Neural Algorithm of Artistic Style Nature Communications . submitted
Gatys LA, Ecker AS, Tchumatchenko T and Bethge M (June-2015) Synaptic unreliability facilitates information transmission in balanced cortical populations Physical Review E 91(062707) 1-7.
Lüdtke N, Das D, Theis L and Bethge M (May-2015) A Generative Model of Natural Texture Surrogates - . submitted

Conference papers (2):

Gatys LA, Ecker AS and Bethge M (December-2015) Texture Synthesis Using Convolutional Neural Networks In: Advances in Neural Information Processing Systems 28, , Twenty-Ninth Annual Conference on Neural Information Processing Systems (NIPS 2015), 262-270.
Sra S, Hosseini R, Theis L and Bethge M (May-2015) Data modeling with the elliptical gamma distribution, 18th International Conference on Artificial Intelligence and Statistics (AISTATS 2015), International Machine Learning Society, Madison, WI, USA, 903–911, Series: JMLR Workshop and Conference Proceedings ; 38.

Contributions to books (1):

Bethge M: Efficient Population Coding, 1063-1070. In: Encyclopedia of Computational Neuroscience, (Ed) D. Jaeger, Springer, New York, NY, USA, (2015).

Posters (8):

Nonnenmacher M, Behrens C, Berens P, Bethge M and Macke JH (October-20-2015): Correlations and signatures of criticality in neural population models, 45th Annual Meeting of the Society for Neuroscience (Neuroscience 2015), Chicago, IL, USA.
Cotton JR, Ecker AS, Froudarakis E, Berens P, Bethge M, Saggau P and Tolias AS (October-19-2015): Scaling of information in large sensory neuronal populations, 45th Annual Meeting of the Society for Neuroscience (Neuroscience 2015), Chicago, IL, USA.
Cadwell CR, Jiang X, Berens P, Fahey PG, Yatsenko D, Froudarakis E, Ecker AS and Tolias AS (October-17-2015): Sibling rivalry and cooperation among excitatory neurons in the neocortex, 45th Annual Meeting of the Society for Neuroscience (Neuroscience 2015), Chicago, IL, USA.
Ecker AS, Denfield GH, Tolias AS and Bethge M (September-16-2015): On the structure of population activity under fluctuations in attentional state, Bernstein Conference 2015, Heidelberg, Germany.
Gatys LA, Ecker AS and Bethge M (September-16-2015): Texture synthesis and the controlled generation of natural stimuli using convolutional neural networks, Bernstein Conference 2015, Heidelberg, Germany.
Baden T, Franke K, Pop S, Roson MR, Kemmler R, Berens P, Bethge M, Schubert T and Euler T (March-19-2015): Following the visual signal across the entire mouse retina: From cone calcium to ganglion cell spikes, 11th Göttingen Meeting of the German Neuroscience Society, 35th Göttingen Neurobiology Conference, Göttingen, Germany.
Franke K, Baden T, Berens P, Rezac M, Bethge M and Euler T (March-19-2015): What the mouse eye tells the mouse brain: Fingerprinting the retinal ganglion cell types of the mouse retina, 11th Göttingen Meeting of the German Neuroscience Society, 35th Göttingen Neurobiology Conference, Göttingen, Germany.
Nonnenmacher M, Behrens C, Berens P, Bethge M and Macke J (March-7-2015): Correlations and signatures of criticality in neural population models, Computational and Systems Neuroscience Meeting (COSYNE 2015), Salt Lake City, UT, USA.

Talks (6):

Bethge M (December-11-2015) Invited Lecture: Let's compete: Benchmarking models in neuroscience, NIPS 2015 Workshop on Statistical Methods for Understanding Neural Systems, Montréal, Canada.
Bethge M (November-30-2015) Keynote Lecture: Perceiving Neural Networks, Max Planck ETH Center for Learning Systems Inauguration, Tübingen, Germany.
Nonnenmacher M, Behrens C, Berens P, Bethge M and Macke J (September-16-2015) Invited Lecture: Correlations and signatures of criticality in neural population models, Bernstein Conference 2015, Heidelberg, Germany 27-28.
Wallis T, Bethge M and Wichmann F (September-2015) Abstract Talk: Metamers of the ventral stream revisited, 15th Annual Meeting of the Vision Sciences Society (VSS 2015), St. Pete's Beach, FL, USA, Journal of Vision, 15(12) 554.
Bethge M (June-11-2015) Invited Lecture: Understanding biological and artificial neural networks, 5th Bernstein Sparks Workshop: Neural models of decision making in natural inference tasks - from theory to experiment, Tübingen, Germany.
Gatys LA, Ecker AS, Tchumatchenko T and Bethge M (March-16-2015) Abstract Talk: Synaptic unreliability facilitates information transmission in balanced cortical populations, 79. Jahrestagung der Deutschen Physikalischen Gesellschaft und DPG-Frühjahrstagung, Berlin, Germany.

2014

Articles (7):

Sinz FH, Lies J-P, Gerwinn S and Bethge M (November-2014) Natter: A Python Natural Image Statistics Toolbox Journal of Statistical Software 61(5) 1-34.
Kümmerer M, Theis L and Bethge M (November-2014) Deep Gaze I: Boosting Saliency Prediction with Feature Maps Trained on ImageNet - . submitted
Hosseini R, Sra S, Theis L and Bethge M (October-2014) Statistical inference with the Elliptical Gamma Distribution Machine Learning . submitted
Froudarakis E, Berens P, Ecker AS, Cotton RJ, Sinz FH, Yatsenko D, Saggau P, Bethge M and Tolias AS (June-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 and Tolias AS (April-2014) State Dependence of Noise Correlations in Macaque Primary Visual Cortex Neuron 82(1) 235–248.
Lies J-P, Häfner RM and Bethge M (March-2014) Slowness and sparseness have diverging effects on complex cell learning PLoS Computational Biology 10(3) 1-11.
Gerhard HE and Bethge M (February-2014) Towards Rigorous Study of Artistic Style: A New Psychophysical Paradigm Art & Perception 2(1-2) 23-44.

Conference papers (1):

Sra S and Hosseini R (2014) Geometric optimisation on positive definite matrices with application to elliptically contoured distributions In: Advances in Neural Information Processing Systems 26, , Twenty-Seventh Annual Conference on Neural Information Processing Systems (NIPS 2013), Curran, Red Hook, NY, USA, 2564-2572.

Posters (5):

Boettcher A and Bethge M (September-3-2014): Information theoretic analysis of neural populations, Bernstein Conference 2014, Göttingen, Germany.
Froudarakis A, Berens P, Ecker AS, Cotton RJ, Sinz FH, Yatsenko D, Saggau P, Bethge M and Tolias AS (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, Berens P, Saggau P and Tolias AS (June-2014): Scaling of Information in Large Sensory Neuronal Populations, AREADNE 2014: Research in Encoding and Decoding of Neural Ensembles, Santorini, Greece.
Ecker AS, Berens P, Cotton RJ, Subramaniyan M, Denfield GH, Cadwell CR, Smirnakis SM, Bethge M and Tolias AS (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, Baden T, Franke K, Rezac M, Bethge M and Euler T (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 (3):

Franke K, Baden T, Berens P, Rezac M, Bethge M and Euler T (October-15-2014) Abstract Talk: What the mouse eye tells the mouse brain: Fingerprinting the retinal ganglion cell types of the mouse retina, 15th Conference of Junior Neuroscientists of Tübingen (NeNa 2014), Schramberg, Germany 10.
Gatys L, Ecker A, Tchumatchenko T and Bethge M (October-13-2014) Abstract Talk: Synaptic unreliability facilitates information transmission in balanced cortical populations, 15th Conference of Junior Neuroscientists of Tübingen (NeNa 2014), Schramberg, Germany 11.
Gatys LA, Ecker AS, Tchumatchenko T and Bethge M (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, Sengupta B, Stüttgen MC, Bethge M 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, Chagas AM, Arnstein D, Schwarz C and Bethge M (November-2013) Beyond GLMs: A Generative Mixture Modeling Approach to Neural System Identification PLoS Computational Biology 9(11) 1-9.
Sinz F and Bethge M (November-2013) What Is the Limit of Redundancy Reduction with Divisive Normalization? Neural Computation 25(11) 2809-2814.
Subramaniyan M, Ecker AS, Berens P and Tolias AS (March-2013) Macaque Monkeys Perceive the Flash Lag Illusion PLoS ONE 8(3) 1-10.
Haefner RM, Gerwinn S, Macke JH and Bethge M (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 (February-2013) Neurowissenschaften in Afrika: Kooperationen und Perspektiven Neuroforum 19(2) 73-74.
Gerhard HE, Wichmann FA and Bethge M (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, Bethge M 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 and Bethge M (January-2013) Temporal Adaptation Enhances Efficient Contrast Gain Control on Natural Images PLoS Computational Biology 9(1) 1-13.

Conference papers (1):

Theis L, Sohl-Dickstein J and Bethge M (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.
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Last updated: Wednesday, 27.02.2013