Matthias Bethge - Publications

Affiliations: 
Max Planck Institute for Biological Cybernetics, Tübingen, Baden-Württemberg, Germany 
Area:
Early Vision

90 high-probability publications. We are testing a new system for linking publications to authors. You can help! If you notice any inaccuracies, please sign in and mark papers as correct or incorrect matches. If you identify any major omissions or other inaccuracies in the publication list, please let us know.

Year Citation  Score
2020 Zhao Z, Klindt DA, Maia Chagas A, Szatko KP, Rogerson L, Protti DA, Behrens C, Dalkara D, Schubert T, Bethge M, Franke K, Berens P, Ecker AS, Euler T. The temporal structure of the inner retina at a single glance. Scientific Reports. 10: 4399. PMID 32157103 DOI: 10.1038/s41598-020-60214-z  1
2019 Sinz FH, Pitkow X, Reimer J, Bethge M, Tolias AS. Engineering a Less Artificial Intelligence. Neuron. 103: 967-979. PMID 31557461 DOI: 10.1016/j.neuron.2019.08.034  1
2019 Wallis TSA, Tobias S, Bethge M, Wichmann FA. Correction to: Detecting distortions of peripherally presented letter stimuli under crowded conditions. Attention, Perception & Psychophysics. PMID 31529209 DOI: 10.3758/s13414-019-01855-9  1
2019 Nath T, Mathis A, Chen AC, Patel A, Bethge M, Mathis MW. Using DeepLabCut for 3D markerless pose estimation across species and behaviors. Nature Protocols. PMID 31227823 DOI: 10.1038/s41596-019-0176-0  0.64
2019 Wallis TS, Funke CM, Ecker AS, Gatys LA, Wichmann FA, Bethge M. Image content is more important than Bouma's Law for scene metamers. Elife. 8. PMID 31038458 DOI: 10.7554/eLife.42512  1
2019 Cadena SA, Denfield GH, Walker EY, Gatys LA, Tolias AS, Bethge M, Ecker AS. Deep convolutional models improve predictions of macaque V1 responses to natural images. Plos Computational Biology. 15: e1006897. PMID 31013278 DOI: 10.1371/journal.pcbi.1006897  1
2018 Subramaniyan M, Ecker AS, Patel SS, Cotton RJ, Bethge M, Pitkow X, Berens P, Tolias AS. Faster processing of moving compared with flashed bars in awake macaque V1 provides a neural correlate of the flash lag illusion. Journal of Neurophysiology. 120: 2430-2452. PMID 30365390 DOI: 10.1152/jn.00792.2017  1
2018 Subramaniyan M, Ecker AS, Patel SS, Cotton RJ, Bethge M, Pitkow X, Berens P, Tolias A. Faster processing of moving compared to flashed bars in awake macaque V1 provides a neural correlate of the flash lag illusion. Journal of Neurophysiology. PMID 30133378 DOI: 10.1152/jn.00792.2017  1
2018 Mathis A, Mamidanna P, Cury KM, Abe T, Murthy VN, Mathis MW, Bethge M. DeepLabCut: markerless pose estimation of user-defined body parts with deep learning. Nature Neuroscience. PMID 30127430 DOI: 10.1038/s41593-018-0209-y  0.64
2018 Denfield GH, Ecker AS, Shinn TJ, Bethge M, Tolias AS. Attentional fluctuations induce shared variability in macaque primary visual cortex. Nature Communications. 9: 2654. PMID 29985411 DOI: 10.1038/s41467-018-05123-6  1
2018 Berens P, Freeman J, Deneux T, Chenkov N, McColgan T, Speiser A, Macke JH, Turaga SC, Mineault P, Rupprecht P, Gerhard S, Friedrich RW, Friedrich J, Paninski L, Pachitariu M, ... ... Bethge M, et al. Community-based benchmarking improves spike rate inference from two-photon calcium imaging data. Plos Computational Biology. 14: e1006157. PMID 29782491 DOI: 10.1371/journal.pcbi.1006157  1
2017 Wallis TSA, Funke CM, Ecker AS, Gatys LA, Wichmann FA, Bethge M. A parametric texture model based on deep convolutional features closely matches texture appearance for humans. Journal of Vision. 17: 5. PMID 28983571 DOI: 10.1167/17.12.5  1
2017 Nonnenmacher M, Behrens C, Berens P, Bethge M, Macke JH. Signatures of criticality arise from random subsampling in simple population models. Plos Computational Biology. 13: e1005718. PMID 28972970 DOI: 10.1371/journal.pcbi.1005718  1
2017 Gatys LA, Ecker AS, Bethge M. Texture and art with deep neural networks. Current Opinion in Neurobiology. 46: 178-186. PMID 28926765 DOI: 10.1016/j.conb.2017.08.019  1
2017 Franke K, Berens P, Schubert T, Bethge M, Euler T, Baden T. Inhibition decorrelates visual feature representations in the inner retina. Nature. PMID 28178238 DOI: 10.1038/nature21394  1
2017 A Wallis TS, Tobias S, Bethge M, Wichmann FA. Detecting distortions of peripherally presented letter stimuli under crowded conditions. Attention, Perception & Psychophysics. PMID 28054276 DOI: 10.3758/s13414-016-1245-x  1
2016 Mathis A, Rokni D, Kapoor V, Bethge M, Murthy VN. Reading Out Olfactory Receptors: Feedforward Circuits Detect Odors in Mixtures without Demixing. Neuron. 91: 1110-23. PMID 27593177 DOI: 10.1016/j.neuron.2016.08.007  0.64
2016 Theis L, Berens P, Froudarakis E, Reimer J, Román Rosón M, Baden T, Euler T, Tolias AS, Bethge M. Benchmarking Spike Rate Inference in Population Calcium Imaging. Neuron. 90: 471-82. PMID 27151639 DOI: 10.1016/j.neuron.2016.04.014  1
2016 Wallis TS, Bethge M, Wichmann FA. Testing models of peripheral encoding using metamerism in an oddity paradigm. Journal of Vision. 16: 4. PMID 26968866 DOI: 10.1167/16.2.4  1
2016 Ecker AS, Denfield GH, Bethge M, Tolias AS. On the Structure of Neuronal Population Activity under Fluctuations in Attentional State. The Journal of Neuroscience : the Official Journal of the Society For Neuroscience. 36: 1775-89. PMID 26843656 DOI: 10.1523/JNEUROSCI.2044-15.2016  1
2016 Baden T, Berens P, Franke K, Román Rosón M, Bethge M, Euler T. The functional diversity of retinal ganglion cells in the mouse. Nature. PMID 26735013 DOI: 10.1038/nature16468  1
2016 Hosseini R, Sra S, Theis L, Bethge M. Inference and mixture modeling with the Elliptical Gamma Distribution Computational Statistics and Data Analysis. 101: 29-43. DOI: 10.1016/j.csda.2016.02.009  1
2015 Cadwell CR, Palasantza A, Jiang X, Berens P, Deng Q, Yilmaz M, Reimer J, Shen S, Bethge M, Tolias KF, Sandberg R, Tolias AS. Electrophysiological, transcriptomic and morphologic profiling of single neurons using Patch-seq. Nature Biotechnology. PMID 26689543 DOI: 10.1038/nbt.3445  1
2015 Kümmerer M, Wallis TS, Bethge M. Information-theoretic model comparison unifies saliency metrics. Proceedings of the National Academy of Sciences of the United States of America. PMID 26655340 DOI: 10.1073/pnas.1510393112  1
2015 Wallis T, Bethge M, Wichmann F. Metamers of the ventral stream revisited. Journal of Vision. 15: 554. PMID 26326242 DOI: 10.1167/15.12.554  0.4
2015 Gatys LA, Ecker AS, Tchumatchenko T, Bethge M. Synaptic unreliability facilitates information transmission in balanced cortical populations. Physical Review. E, Statistical, Nonlinear, and Soft Matter Physics. 91: 062707. PMID 26172736 DOI: 10.1103/PhysRevE.91.062707  1
2015 Streibelt M, Bethge M. Prospective Cohort Analysis of the Predictive Validity of a Screening Instrument for Severe Restrictions of Work Ability in Patients with Musculoskeletal Disorders. American Journal of Physical Medicine & Rehabilitation / Association of Academic Physiatrists. 94: 617-26. PMID 25299532 DOI: 10.1097/PHM.0000000000000220  0.01
2015 Gatys LA, Ecker AS, Tchumatchenko T, Bethge M. Synaptic unreliability facilitates information transmission in balanced cortical populations Physical Review E - Statistical, Nonlinear, and Soft Matter Physics. 91. DOI: 10.1103/PhysRevE.91.062707  1
2015 Gerhard HE, Theis L, Bethge M. Modeling Natural Image Statistics Biologically Inspired Computer Vision: Fundamentals and Applications. 53-80. DOI: 10.1002/9783527680863.ch4  1
2015 Sra S, Hosseini R, Theis L, Bethge M. Data modeling with the elliptical gamma distribution Journal of Machine Learning Research. 38: 903-911.  1
2015 Theis L, Bethge M. Generative image modeling using spatial LSTMs Advances in Neural Information Processing Systems. 2015: 1927-1935.  1
2015 Gatys LA, Ecker AS, Bethge M. Texture synthesis using convolutional neural networks Advances in Neural Information Processing Systems. 2015: 262-270.  1
2014 Froudarakis E, Berens P, Ecker AS, Cotton RJ, Sinz FH, Yatsenko D, Saggau P, Bethge M, Tolias AS. Population code in mouse V1 facilitates readout of natural scenes through increased sparseness. Nature Neuroscience. 17: 851-7. PMID 24747577 DOI: 10.1038/nn.3707  1
2014 Ecker AS, Berens P, Cotton RJ, Subramaniyan M, Denfield GH, Cadwell CR, Smirnakis SM, Bethge M, Tolias AS. State dependence of noise correlations in macaque primary visual cortex. Neuron. 82: 235-48. PMID 24698278 DOI: 10.1016/j.neuron.2014.02.006  1
2014 Lies JP, Häfner RM, Bethge M. Slowness and sparseness have diverging effects on complex cell learning. Plos Computational Biology. 10: e1003468. PMID 24603197 DOI: 10.1371/journal.pcbi.1003468  1
2014 Streibelt M, Bethge M. Effects of intensified work-related multidisciplinary rehabilitation on occupational participation: a randomized-controlled trial in patients with chronic musculoskeletal disorders. International Journal of Rehabilitation Research. Internationale Zeitschrift FüR Rehabilitationsforschung. Revue Internationale De Recherches De RéAdaptation. 37: 61-6. PMID 24056065 DOI: 10.1097/MRR.0000000000000031  0.01
2014 Sinz FH, Lies JP, Gerwinn S, Bethge M. Natter: A Python natural image statistics toolbox Journal of Statistical Software. 61: 1-34.  1
2013 Chagas AM, Theis L, Sengupta B, Stüttgen MC, Bethge M, Schwarz C. Functional analysis of ultra high information rates conveyed by rat vibrissal primary afferents. Frontiers in Neural Circuits. 7: 190. PMID 24367295 DOI: 10.3389/fncir.2013.00190  1
2013 Theis L, Chagas AM, Arnstein D, Schwarz C, Bethge M. Beyond GLMs: a generative mixture modeling approach to neural system identification. Plos Computational Biology. 9: e1003356. PMID 24278006 DOI: 10.1371/journal.pcbi.1003356  1
2013 Sinz FH, Bethge M. What is the limit of redundancy reduction with divisive normalization? Neural Computation. 25: 2809-14. PMID 23895047 DOI: 10.1162/NECO_a_00505  1
2013 Sinz F, Bethge M. Temporal adaptation enhances efficient contrast gain control on natural images. Plos Computational Biology. 9: e1002889. PMID 23382664 DOI: 10.1371/journal.pcbi.1002889  1
2013 Gerhard HE, Wichmann FA, Bethge M. How sensitive is the human visual system to the local statistics of natural images? Plos Computational Biology. 9: e1002873. PMID 23358106 DOI: 10.1371/journal.pcbi.1002873  1
2013 Haefner RM, Gerwinn S, Macke JH, Bethge M. Inferring decoding strategies from choice probabilities in the presence of correlated variability. Nature Neuroscience. 16: 235-42. PMID 23313912 DOI: 10.1038/nn.3309  1
2013 Baden T, Berens P, Bethge M, Euler T. Spikes in mammalian bipolar cells support temporal layering of the inner retina. Current Biology : Cb. 23: 48-52. PMID 23246403 DOI: 10.1016/j.cub.2012.11.006  1
2013 Briest J, Bethge M. Preferences for work-related interventions in orthopaedic rehabilitation aftercare: Findings of a survey in outpatient rehabilitation centres | Präferenzen für berufsorientierte Interventionen in der orthopädischen Rehabilitationsnachsorge: Ergebnisse einer Befragung in ambulanten Rehabilitationseinrichtungen Physikalische Medizin Rehabilitationsmedizin Kurortmedizin. 23: 161-166. DOI: 10.1055/s-0033-1341466  0.04
2012 Theis L, Hosseini R, Bethge M. Mixtures of conditional Gaussian scale mixtures applied to multiscale image representations. Plos One. 7: e39857. PMID 22859943 DOI: 10.1371/journal.pone.0039857  1
2012 Berens P, Ecker AS, Cotton RJ, Ma WJ, Bethge M, Tolias AS. A fast and simple population code for orientation in primate V1. The Journal of Neuroscience : the Official Journal of the Society For Neuroscience. 32: 10618-26. PMID 22855811 DOI: 10.1523/JNEUROSCI.1335-12.2012  1
2012 Putzeys T, Bethge M, Wichmann F, Wagemans J, Goris R. A new perceptual bias reveals suboptimal population decoding of sensory responses. Plos Computational Biology. 8: e1002453. PMID 22511853 DOI: 10.1371/journal.pcbi.1002453  1
2012 Bethge M, Radoschewski FM. Adverse effects of effort-reward imbalance on work ability: longitudinal findings from the German Sociomedical Panel of Employees. International Journal of Public Health. 57: 797-805. PMID 21931975 DOI: 10.1007/s00038-011-0304-2  0.04
2012 Theis L, Sohl-Dickstein J, Bethge M. Training sparse natural image models with a fast Gibbs sampler of an extended state space Advances in Neural Information Processing Systems. 2: 1124-1132.  1
2011 Ecker AS, Berens P, Tolias AS, Bethge M. The effect of noise correlations in populations of diversely tuned neurons. The Journal of Neuroscience : the Official Journal of the Society For Neuroscience. 31: 14272-83. PMID 21976512 DOI: 10.1523/JNEUROSCI.2539-11.2011  1
2011 Macke J, Berens P, Bethge M. Statistical analysis of multi-cell recordings: linking population coding models to experimental data. Frontiers in Computational Neuroscience. 5: 35. PMID 21847379 DOI: 10.3389/fncom.2011.00035  1
2011 Macke JH, Opper M, Bethge M. Common input explains higher-order correlations and entropy in a simple model of neural population activity. Physical Review Letters. 106: 208102. PMID 21668265 DOI: 10.1103/PhysRevLett.106.208102  1
2011 Gerwinn S, Macke JH, Bethge M. Reconstructing stimuli from the spike times of leaky integrate and fire neurons. Frontiers in Neuroscience. 5: 1. PMID 21390287 DOI: 10.3389/fnins.2011.00001  1
2011 Berens P, Ecker AS, Gerwinn S, Tolias AS, Bethge M. Reassessing optimal neural population codes with neurometric functions. Proceedings of the National Academy of Sciences of the United States of America. 108: 4423-8. PMID 21368193 DOI: 10.1073/pnas.1015904108  1
2011 Macke JH, Gerwinn S, White LE, Kaschube M, Bethge M. Gaussian process methods for estimating cortical maps. Neuroimage. 56: 570-81. PMID 20472075 DOI: 10.1016/j.neuroimage.2010.04.272  1
2011 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, et al. Gravitational Lensing Accuracy Testing 2010 (GREAT10) Challenge Handbook Annals of Applied Statistics. 5: 2231-2263. DOI: 10.1214/11-AOAS484  1
2011 Theis L, Gerwinn S, Sinz F, Bethge M. In all likelihood, deep belief is not enough Journal of Machine Learning Research. 12: 3071-3096.  1
2010 Hosseini R, Sinz F, Bethge M. Lower bounds on the redundancy of natural images. Vision Research. 50: 2213-22. PMID 20705084 DOI: 10.1016/j.visres.2010.07.025  1
2010 Gerwinn S, Macke JH, Bethge M. Bayesian inference for generalized linear models for spiking neurons. Frontiers in Computational Neuroscience. 4: 12. PMID 20577627 DOI: 10.3389/fncom.2010.00012  1
2010 Ecker AS, Berens P, Keliris GA, Bethge M, Logothetis NK, Tolias AS. Decorrelated neuronal firing in cortical microcircuits. Science (New York, N.Y.). 327: 584-7. PMID 20110506 DOI: 10.1126/science.1179867  1
2010 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, et al. Results of the GREAT08 Challenge: an image analysis competition for cosmological lensing Monthly Notices of the Royal Astronomical Society. 405: 2044-2061. DOI: 10.1111/j.1365-2966.2010.16598.x  1
2010 Haefner RM, Bethge M. Evaluating neuronal codes for inference using Fisher information Advances in Neural Information Processing Systems 23: 24th Annual Conference On Neural Information Processing Systems 2010, Nips 2010 1
2010 Sinz F, Bethge M. Lp-nested symmetric distributions Journal of Machine Learning Research. 11: 3409-3451.  1
2009 Gerwinn S, Macke J, Bethge M. Bayesian population decoding of spiking neurons. Frontiers in Computational Neuroscience. 3: 21. PMID 20011217 DOI: 10.3389/neuro.10.021.2009  1
2009 Eichhorn J, Sinz F, Bethge M. Natural image coding in V1: how much use is orientation selectivity? Plos Computational Biology. 5: e1000336. PMID 19343216 DOI: 10.1371/journal.pcbi.1000336  1
2009 Macke JH, Berens P, Ecker AS, Tolias AS, Bethge M. Generating spike trains with specified correlation coefficients. Neural Computation. 21: 397-423. PMID 19196233 DOI: 10.1162/neco.2008.02-08-713  1
2009 Sinz F, Bethge M. The conjoint effect of divisive normalization and orientation selectivity on redundancy reduction in natural images Advances in Neural Information Processing Systems 21 - Proceedings of the 2008 Conference. 1521-1528. DOI: 10.3389/conf.neuro.10.2008.01.116  1
2009 Sinz F, Gerwinn S, Bethge M. Characterization of the p-generalized normal distribution Journal of Multivariate Analysis. 100: 817-820. DOI: 10.1016/j.jmva.2008.07.006  1
2009 Bethge M, Berens P. Near-maximum entropy models for binary neural representations of natural images Advances in Neural Information Processing Systems 20 - Proceedings of the 2007 Conference 1
2009 Berens P, Gerwinn S, Ecker AS, Bethge M. Neurometric function analysis of population codes Advances in Neural Information Processing Systems 22 - Proceedings of the 2009 Conference. 90-98.  1
2009 Macke JH, Gerwinn S, White LE, Kaschube M, Bethge M. Bayesian estimation of orientation preference maps Advances in Neural Information Processing Systems 22 - Proceedings of the 2009 Conference. 1195-1203.  1
2009 MacKe JH, Zeck G, Bethge M. Receptive fields without spike-triggering Advances in Neural Information Processing Systems 20 - Proceedings of the 2007 Conference 1
2009 Gerwinn S, Berens P, Bethge M. A joint maximum-entropy model for binary neural population patterns and continuous signals Advances in Neural Information Processing Systems 22 - Proceedings of the 2009 Conference. 620-628.  1
2009 Sinz F, Simoncelli EP, Bethge M. Hierarchical modeling of local image features through L p-nested symmetric distributions Advances in Neural Information Processing Systems 22 - Proceedings of the 2009 Conference. 1696-1704.  1
2009 Gerwinn S, MacKe JH, Seeger M, Bethge M. Bayesian inference for spiking neuron models with a sparsity prior Advances in Neural Information Processing Systems 20 - Proceedings of the 2007 Conference 1
2008 Goodhill G, Baker C, Balasubramanian V, Bazhenov M, Beck J, Becker S, Bethge M, Boahen K, Boden M, Bonin V, Bouret S, Fairhall A, Flash T, French R, Gillies A, et al. Network: Computation in Neural Systems: Editorial Network: Computation in Neural Systems. 19: 1-2. DOI: 10.1080/09548980801915409  1
2007 Bethge M, Wiecki TV, Wichmann FA. The independent components of natural images are perceptually dependent Proceedings of Spie - the International Society For Optical Engineering. 6492. DOI: 10.1117/12.711133  1
2007 Bethge M, Gerwinn S, Macke JH. Unsupervised learning of a steerable basis for invariant image representations Proceedings of Spie - the International Society For Optical Engineering. 6492. DOI: 10.1117/12.711119  1
2007 Seeger M, Gerwinn S, Bethge M. Bayesian inference for sparse generalized linear models Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 4701: 298-309.  1
2006 Bethge M. Factorial coding of natural images: how effective are linear models in removing higher-order dependencies? Journal of the Optical Society of America. a, Optics, Image Science, and Vision. 23: 1253-68. PMID 16715144 DOI: 10.1364/JOSAA.23.001253  1
2004 Silberberg G, Bethge M, Markram H, Pawelzik K, Tsodyks M. Dynamics of population rate codes in ensembles of neocortical neurons. Journal of Neurophysiology. 91: 704-9. PMID 14762148 DOI: 10.1152/jn.00415.2003  1
2003 Bethge M, Rotermund D, Pawelzik K. Optimal neural rate coding leads to bimodal firing rate distributions. Network (Bristol, England). 14: 303-19. PMID 12790186 DOI: 10.1088/0954-898X/14/2/307  1
2003 Bethge M, Rotermund D, Pawelzik K. Second order phase transition in neural rate coding: binary encoding is optimal for rapid signal transmission. Physical Review Letters. 90: 088104. PMID 12633465  1
2003 Bethge M, Rotermund D, Pawelzik K. Binary tuning is optimal for neural rate coding with high temporal resolution Advances in Neural Information Processing Systems 1
2002 Bethge M, Rotermund D, Pawelzik K. Optimal short-term population coding: when Fisher information fails. Neural Computation. 14: 2317-51. PMID 12396565 DOI: 10.1162/08997660260293247  1
2002 Bethge M, Pawelzik K. Population coding with unreliable spikes Neurocomputing. 44: 323-328. DOI: 10.1016/S0925-2312(02)00359-4  1
2001 Benda J, Bethge M, Hennig M, Pawelzik K, Herz AVM. Spike-frequency adaptation: Phenomenological model and experimental tests Neurocomputing. 38: 105-110. DOI: 10.1016/S0925-2312(01)00545-8  1
2001 Bethge M, Pawelzik K. Synchronous inhibition as a mechanism for unbiased selective gain control Neurocomputing. 38: 483-488. DOI: 10.1016/S0925-2312(01)00373-3  1
1999 Bethge M, Pawelzik K, Geisel T. Brief pauses as signals for depressing synapses Neurocomputing. 26: 1-7. DOI: 10.1016/S0925-2312(99)00082-X  1
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