Leiter der Forschungsgruppe

Prof. Dr. Matthias Bethge
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Tel: 07071 29-89017
Fax: 07071 29-25015
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Sekretärin: Heike König
Tel: 07071 29-89018
Fax: 07071 29-25015
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Publikationsliste Forschungsgruppe Bethge

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Poster (13):

69. Gerwinn S (Juli-31-2008): Bayesian decoding of populations of integrate-and-fire neurons, Gordon Research Conference: Sensory Coding & The Natural Environment 2008, Lucca, Italy.
68. Sinz F und Bethge M (Juli-29-2008): Redundancy Reduction in Natural Images: Quantifying the Effect of Orientation Selectivity and Contrast Gain Control, Gordon Research Conference: Sensory Coding & The Natural Environment 2008, Lucca, Italy.
67. Macke JH, Berens P, Ecker AS, Opper M, Tolias AS und Bethge M (Juli-2008): Modeling populations of spiking neurons with the Dichotomized Gaussian distribution, Annual Meeting 2008 of Sloan-Swartz Centers for Theoretical Neurobiology, Princeton, NJ, USA.
66. Ku S-P, Gretton A, Macke J, Tolias AT und Logothetis NK (Juni-2008): Analysis of Pattern Recognition Methods in Classifying Bold Signals in Monkeys at 7-Tesla, AREADNE 2008: Research in Encoding and Decoding of Neural Ensembles, Santorini, Greece.
65. Bethge M, Macke JH, Berens P, Ecker AS und Tolias AS (Juni-2008): Flexible Models for Population Spike Trains, AREADNE 2008: Research in Encoding and Decoding of Neural Ensembles, Santorini, Greece.
64. Berens P, Ecker AS, Subramaniyan M, Macke JH, Hauck P, Bethge M und Tolias AS (Juni-2008): Pairwise Correlations and Multineuronal Firing Patterns in the Primary Visual Cortex of the Awake, Behaving Macaque, AREADNE 2008: Research in Encoding and Decoding of Neural Ensembles, Santorini, Greece.
63. Macke JH, Schwartz G und Berry M (Juni-2008): The role of stimulus correlations for population decoding in the retina, AREADNE 2008: Research in Encoding and Decoding of Neural Ensembles, Santorini, Greece.
62. Schwartz G, Macke J und Berry M (März-2008): The role of stimulus correlations for population decoding in the retina, Computational and Systems Neuroscience Meeting (COSYNE 2008), Salt Lake City, UT, USA,.
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61. Berens P und Bethge M (September-2007): Near-Maximum Entropy Models for Binary Neural Representations of Natural Images, Neural Coding, Computation and Dynamics (NCCD 07), Hossegor, France.
60. Ecker AS, Berens P, Bethge M, Logothetis NK und Tolias AS (September-2007): Studying the effects of noise correlations on population coding using a sampling method, Neural Coding, Computation and Dynamics (NCCD 07), Hossegor, France.
59. Maack N, Kapfer C, Macke JH, Schölkopf B, Denk W und Borst A (April-2007): 3D Reconstruction of Neural Circuits from Serial EM Images, 7th Meeting of the German Neuroscience Society, 31st Göttingen Neurobiology Conference, Göttingen, Germany, Neuroforum, 13(Supplement) 1195.
58. Gerwinn S, Seeger M, Zeck G und Bethge M (April-2007): Bayesian Neural System identification: error bars, receptive fields and neural couplings, 7th Meeting of the German Neuroscience Society, 31st Göttingen Neurobiology Conference, Göttingen, Germany, Neuroforum, 13(Supplement) 360.
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57. Bethge M, Macke JH, Gerwinn S und Zeck G (April-2007): Identifying temporal population codes in the retina using canonical correlation analysis, 7th Meeting of the German Neuroscience Society, 31st Göttingen Neurobiology Conference, Göttingen, Germany, Neuroforum, 13(Supplement) 359.
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56. Franz MO, Macke JH, Saleem A und Schultz SR (April-2007): Implicit Wiener Series for Estimating Nonlinear Receptive Fields, 7th Meeting of the German Neuroscience Society, 31st Göttingen Neurobiology Conference, Göttingen, Germany, Neuroforum, 13(Supplement) 1199.
55. Gerwinn S, Seeger M, Zeck G und Bethge M (Februar-2007): Bayesian Receptive Fields and Neural Couplings with Sparsity Prior and Error Bars, Computational and Systems Neuroscience Meeting (COSYNE 2007), Salt Lake City, UT, USA.
54. Macke JH, Zeck G und Bethge M (Februar-2007): Estimating Population Receptive Fields in Space and Time, Computational and Systems Neuroscience Meeting (COSYNE 2007), Salt Lake City, UT, USA.
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53. Kienzle W, Macke JH, Wichmann FA, Schölkopf B und Franz MO (Februar-2007): Nonlinear Receptive Field Analysis: Making Kernel Methods Interpretable, Computational and Systems Neuroscience Meeting (COSYNE 2007), Salt Lake City, UT, USA.
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Abschlussarbeiten (3):

52. Dipoppa M: Spatio-Temporal Correlations of Natural Images during Fixational Eye Movements, Max-Planck Institute for Biological Cybernetics, Tübingen, Germany, (Juli-31-2008). Diplom thesis
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51. Berens P: Pairwise Correlations and Multineuronal Firing Patterns in Primary Visual Cortex, Eberhard-Karls-Universität Tübingen, Germany, (April-1-2008). Diplom thesis
50. Ecker AS: Predictive Coding and Spike Timing Dependent Plasticity in Primary Visual Cortex, Universität Tübingen, Tübingen, Germany, (März-2008). Diplom thesis
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Verschiedenes (1):

49. Bethge M: Der kollektiven Signalverarbeitung von Nervenzellen auf der Spur - Forschungsbericht 2008 Max-Planck-Institut für biologische Kybernetik, Jahrbuch der Max-Planck-Gesellschaft 2008, 1-6.
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48. Bethge M und Pawelzik K: Geheimsprache der Neuronen, Gerhin & Geist(April-2002) 2002, 80-87.

Vorträge (1):

47. Bethge M (März-26-2017) Invited Lecture: When will signatures of criticality provide critical insights about neural computations?, Excellence Workshop "Dynamical Network States, Criticality and Cortical Function", Delmenhorst, Germany.
46. Wallis TS, Funke CM, Ecker AS, Gatys LA, Wichmann FA und Bethge M (August-30-2016) Abstract Talk: Towards matching the peripheral visual appearance of arbitrary scenes using deep convolutional neural networks, 39th European Conference on Visual Perception (ECVP 2016), Barcelona, Spain, Perception, 45(ECVP Abstract Supplement) 175-176.
45. Bethge M (Juni-2016) Invited Lecture: Understanding Complex Neural Network Computations, AREADNE 2016: Research in Encoding And Decoding of Neural Ensembles, Santorini, Greece 26.
44. Wallis T, Bethge M und Wichmann F (März-21-2016) Abstract Talk: Testing models of peripheral encoding using metamerism in an oddity paradigm, 58th Conference of Experimental Psychologists (TeaP 2016), Heidelberg, Germany 364-365.
43. Bethge M (Dezember-11-2015) Invited Lecture: Let's compete: Benchmarking models in neuroscience, NIPS 2015 Workshop on Statistical Methods for Understanding Neural Systems, Montréal, Canada.
42. Bethge M (November-30-2015) Keynote Lecture: Perceiving Neural Networks, Max Planck ETH Center for Learning Systems Inauguration, Tübingen, Germany.
41. Nonnenmacher M, Behrens C, Berens P, Bethge M und Macke J (September-16-2015) Invited Lecture: Correlations and signatures of criticality in neural population models, Bernstein Conference 2015, Heidelberg, Germany 27-28.
40. Wallis T, Bethge M und Wichmann F (September-2015) Abstract Talk: Metamers of the ventral stream revisited, 15th Annual Meeting of the Vision Sciences Society (VSS 2015), St. Pete Beach, FL, USA, Journal of Vision, 15(12) 554.
39. Bethge M (Juni-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.
38. Kümmerer M (Mai-11-2015) Invited Lecture: Jumping ahead from 1/3 to 1/2 of understanding image based saliency, Institute for Neural Computation: Qualcomm/Brain Corporation/INC Computational Neuroscience Seminar Series, San Diego, CA, USA.
37. Gatys LA, Ecker AS, Tchumatchenko T und Bethge M (März-16-2015) Abstract Talk: Synaptic unreliability facilitates information transmission in balanced cortical populations, 79. Jahrestagung der Deutschen Physikalischen Gesellschaft und DPG-Frühjahrstagung, Berlin, Germany.
36. Franke K, Baden T, Berens P, Rezac M, Bethge M und Euler T (Oktober-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): The Changing Face of Publishing and Scientific Evaluation, Schramberg, Germany 10.
35. Gatys L, Ecker A, Tchumatchenko T und Bethge M (Oktober-13-2014) Abstract Talk: Synaptic unreliability facilitates information transmission in balanced cortical populations, 15th Conference of Junior Neuroscientists of Tübingen (NeNa 2014): The Changing Face of Publishing and Scientific Evaluation, Schramberg, Germany 11.
34. Gatys LA, Ecker AS, Tchumatchenko T und Bethge M (September-4-2014) Abstract Talk: Synaptic unreliability facilitates information transmission in balanced cortical populations, Bernstein Conference 2014, Göttingen, Germany 21.
33. Bethge M (September-2014) Invited Lecture: Natural image statistics & neural representation learning, Autonomous Learning: Summer School 2014, Leipzig, Germany.
32. Bethge M (November-26-2013) Invited Lecture: Normative models and identification of nonlinear neural representations, Institut d'Etudes de la Cognition (IEC) at the Ecole Normale Supérieure: Group for Neural Theory, Paris, France.
31. Hosseini R (Oktober-21-2013) Invited Lecture: Statistical modeling of natural images, School of Cognitive Sciences, Tehran, Iran.
30. Bethge M (Oktober-16-2013) Invited Lecture: Beyond GLMs: A generative mixture modeling approach to neural system identification, Columbia University: Workshop on Quantifying Structure in Large Neural Datasets, New York, NY, USA.
29. Baden T, Berens P, Bethge M und Euler T (März-13-2013) Abstract Talk: The bipolar cell terminal as a selective spatio-temporal filter, 10th Göttingen Meeting of the German Neuroscience Society, 34th Göttingen Neurobiology Conference, Göttingen, Germany 25.
28. Bethge M (Juni-2012) Invited Lecture: The unsolved mystery of neural information processing: taming the curse of dimensionality, Osnabrück Computational Cognition Alliance Meeting on "The Brain as an Information Processing System" (OCCAM 2012), Osnabrück, Germany.
27. Bethge M (April-3-2012) Invited Lecture: Natural image statistics, 85% explained, City University of New York: Initiative for the Theoretical Sciences, New York, NY, USA.
26. Putzeys T, Wichmann F, Wagemans J und 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.
25. Gerhard H, Wichmann F und Bethge M (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.
24. Bethge M (Oktober-29-2010) Invited Lecture: An analytically tractable model of neural population activity in the presence of common input explains high-order correlations and entropy, 2nd CIN Retreat, Reutlingen, Germany.
23. Haefner R und Bethge M (Oktober-2010) Abstract Talk: Evaluating neuronal codes for inference using Fisher information, Bernstein Conference on Computational Neuroscience (BCCN 2010), Berlin, Germany, Frontiers in Computational Neuroscience, 2010(Conference Abstract: Bernstein Conference on Computational Neuroscience).
22. Gerwinn S, Macke JH und Bethge M (Oktober-2010) Abstract Talk: Toolbox for inference in generalized linear models of spiking neurons, Bernstein Conference on Computational Neuroscience (BCCN 2010), Berlin, Germany, Frontiers in Computational Neuroscience, 2010(Conference Abstract: Bernstein Conference on Computational Neuroscience).
21. Haefner R, Gerwinn S, Macke J und Bethge M (Februar-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.
20. Sinz F (Januar-27-2010) Invited Lecture: Contrast Gain Control in Natural Image Representations, UCL Gatsby Computational Neuroscience Unit, London, UK.
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Last updated: Mittwoch, 27.02.2013