Journal Article (90)

  1. 51.
    Journal Article
    Macke, J.; Gerwinn, S.; White, L.; Kaschube, M.; Bethge, M.: Gaussian process methods for estimating cortical maps. NeuroImage 56 (2), pp. 570 - 581 (2011)
  2. 52.
    Journal Article
    Berens, P.; Ecker, A.; Gerwinn, S.; Tolias, A.; Bethge, M.: Reassessing optimal neural population codes with neurometric functions. Proceedings of the National Academy of Sciences of the United States of America 108 (11), pp. 4423 - 4428 (2011)
  3. 53.
    Journal Article
    Gerwinn, S.; Macke, J.; Bethge, M.: Reconstructing stimuli from the spike-times of leaky integrate and fire neurons. Frontiers in Neuroscience 5 (1) (2011)
  4. 54.
    Journal Article
    Sinz, F.; Bethge, M.: Lp-Nested Symmetric Distributions. The Journal of Machine Learning Research 11, pp. 3409 - 3451 (2010)
  5. 55.
    Journal Article
    Berens, P.; Logothetis, N.; Tolias, A.: Local field potentials, BOLD and spiking activity: Relationships and physiological mechanisms. Nature Precedings 2010, pp. 1 - 27 (2010)
  6. 56.
    Journal Article
    Lyamzin, D.; Macke, J.; Lesica, N.: 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 (2010)
  7. 57.
    Journal Article
    Hosseini, R.; Sinz, F.; Bethge, M.: Lower bounds on the redundancy of natural images. Vision Research 50 (22), pp. 2213 - 2222 (2010)
  8. 58.
    Journal Article
    Lüdtke, N.; Logothetis, N.; Panzeri, S.: Testing methodologies for the nonlinear analysis of causal relationships in neurovascular coupling. Magnetic Resonance Imaging 28 (8), pp. 1113 - 1119 (2010)
  9. 59.
    Journal Article
    Bridle, S.; Balan, S.; Bethge, M.; Gentile, M.; Harmeling, S.; Heymans, C.; Hirsch, M.; Hosseini, R.; Jarvis, M.; Kirk, D. et al.; 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.; Shaw-Taylor, J.; Shmakova, M.; van Waerbeke, L.; Wittman, D.: Results of the GREAT08 Challenge: An image analysis competition for cosmological lensing. Monthly Notices of the Royal Astronomical Society 405 (3), pp. 2044 - 2061 (2010)
  10. 60.
    Journal Article
    Macke, J.; Wichmann, F.: Estimating predictive stimulus features from psychophysical data: The decision image technique applied to human faces. Journal of Vision 10 (5), 22, pp. 1 - 24 (2010)
  11. 61.
    Journal Article
    Gerwinn, S.; Macke, J.; Bethge, M.: Bayesian inference for generalized linear models for spiking neurons. Frontiers in Computational Neuroscience 4, 12, pp. 1 - 17 (2010)
  12. 62.
    Journal Article
    Ecker, A.; Berens, P.; Keliris, G.; Bethge, M.; Logothetis, N.; Tolias, A.: Decorrelated Neuronal Firing in Cortical Microcircuits. Science 327 (5965), pp. 584 - 587 (2010)
  13. 63.
    Journal Article
    Gerwinn, S.; Macke, J.; Bethge, M.: Bayesian population decoding of spiking neurons. Frontiers in Computational Neuroscience 3, 21, pp. 1 - 28 (2009)
  14. 64.
    Journal Article
    Berens, P.: CircStat: A Matlab Toolbox for Circular Statistics. Journal of statistical software 31 (10), pp. 1 - 21 (2009)
  15. 65.
    Journal Article
    Wallraven, C.; Fleming, R.; Cunningham, D.; Rigau , J.; Feixas, M.; Sbert, M.: Categorizing art: Comparing humans and computers. Computers and Graphics 33 (4), pp. 484 - 495 (2009)
  16. 66.
    Journal Article
    Sinz, F.; Gerwinn, S.; Bethge, M.: Characterization of the p-Generalized Normal Distribution. Journal of Multivariate Analysis 100 (5), pp. 817 - 820 (2009)
  17. 67.
    Journal Article
    Eichhorn, J.; Sinz, F.; Bethge, M.: Natural Image Coding in V1: How Much Use is Orientation Selectivity? PLoS Computational Biology 5 (4), pp. 1 - 16 (2009)
  18. 68.
    Journal Article
    Macke, J.; Berens, P.; Ecker, A.; Tolias, A.; Bethge, M.: Generating Spike Trains with Specified Correlation Coefficients. Neural computation 21 (2), pp. 397 - 423 (2009)
  19. 69.
    Journal Article
    Wiecki, T.; Riedinger, K.; Ameln-Mayerhofer, A.; Schmidt, W.; Frank, M.: A neurocomputational account of catalepsy sensitization induced by D2 receptor blockade in rats: context dependency, extinction, and renewal. Psychopharmacology 204 (2), pp. 265 - 277 (2009)
  20. 70.
    Journal Article
    Berens, P.; Keliris, G.; Ecker, A.; Logothetis, N.; Tolias, A.: Feature selectivity of the gamma-band of the local field potential in primate primary visual cortex. Frontiers in Neuroscience 2 (2), pp. 199 - 207 (2008)
  21. 71.
    Journal Article
    Ku, S.-P.; Gretton, A.; Macke, J.; Logothetis, N.: Comparison of Pattern Recognition Methods in Classifying High-resolution BOLD Signals Obtained at High Magnetic Field in Monkeys. Magnetic Resonance Imaging 26 (7), pp. 1007 - 1014 (2008)
  22. 72.
    Journal Article
    Berens, P.; Keliris, G.; Ecker, A.; Logothetis, N.; Tolias, A.: Comparing the feature selectivity of the gamma-band of the local field potential and the underlying spiking activity in primate visual cortex. Frontiers in Systems Neuroscience 2 (2), pp. 1 - 11 (2008)
  23. 73.
    Journal Article
    Drewing, K.; Wiecki, T.; Ernst, M.: Material Properties Determine How Force and Position Signals Combine in Haptic Shape Perception. Acta Psychologica 128 (2), pp. 264 - 273 (2008)
  24. 74.
    Journal Article
    Macke, J.; Maack, N.; Gupta, R.; Denk, W.; Schölkopf, B.; Borst, A.: Contour-propagation Algorithms for Semi-automated Reconstruction of Neural Processes. Journal of Neuroscience Methods 167 (2), pp. 349 - 357 (2008)
  25. 75.
    Journal Article
    Tolias, A.; Ecker, A.; Siapas, A.; Hoenselaar, A.; Keliris, G.; Logothetis, N.: Recording Chronically from the same Neurons in Awake, Behaving Primates. Journal of Neurophysiology 98 (6), pp. 3780 - 3790 (2007)
  26. 76.
    Journal Article
    Bethge, M.: Der kollektiven Signalverarbeitung von Nervenzellen auf der Spur. Jahrbuch der Max-Planck-Gesellschaft 2007, pp. 1 - 6 (2007)
  27. 77.
    Journal Article
    Collobert, R.; Sinz, F.; Weston, J.; Bottou, L.: Large Scale Transductive SVMs. The Journal of Machine Learning Research 7, pp. 1687 - 1712 (2006)
  28. 78.
    Journal Article
    Weidenbacher, U.; Bayerl, P.; Neumann, H.; Fleming, R.: Sketching Shiny Surfaces: 3D Shape Extraction and Depiction of Specular Surfaces. ACM Transactions on Applied Perception 3 (3), pp. 262 - 285 (2006)
  29. 79.
    Journal Article
    Fleming, R.; Bülthoff, H.: Low-Level Images Cues in the Perception of Translucent Materials. ACM Transactions on Applied Perception 2 (3), pp. 346 - 382 (2005)
  30. 80.
    Journal Article
    Fleming, R.; Torralba, A.; Adelson, E.: Specular reflections and the perception of shape. Journal of Vision 4 (9), pp. 798 - 820 (2004)
  31. 81.
    Journal Article
    Silberberg, G.; Bethge, M.; Markram H, Pawelzik, K.; Tsodyks, M.: Dynamics of Population Rate Codes in Ensembles of Neocortical Neurons. Journal of Neurophysiology 91 (2), pp. 704 - 709 (2004)
  32. 82.
    Journal Article
    Fleming, R.; Dror, R.; Adelson, E.: Real world illumination and the perception of surface reflectance properties. Journal of Vision 3 (5:3), pp. 347 - 368 (2003)
  33. 83.
    Journal Article
    Bethge, M.; Rotermund, D.; Pawelzik, K.: Optimal neural rate coding leads to bimodal firing rate distributions. Network 14 (2), pp. 303 - 319 (2003)
  34. 84.
    Journal Article
    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 (8:088104), pp. 1 - 4 (2003)
  35. 85.
    Journal Article
    Bethge, M.; Rotermund, D.; Pawelzik, K.: Optimal Short-Term Population Coding: When Fisher Information Fails. Neural Computation 14 (10), pp. 2317 - 2351 (2002)
  36. 86.
    Journal Article
    Bethge, M.: Population coding with unreliable spikes. Neurocomputing 44-46, pp. 323 - 328 (2002)
  37. 87.
    Journal Article
    Anderson, B.; Singh, M.; Fleming, R.: The Interpolation of Object and Surface Structure. Cognitive Psychology 44, pp. 148 - 190 (2002)
  38. 88.
    Journal Article
    Benda, J.; Bethge, M.; Henning M, Pawelzik, K.; Herz, A.: Spike-frequency adaptation: Phenomenological model and experimental tests. Neurocomputing 38-40, pp. 105 - 110 (2001)
  39. 89.
    Journal Article
    Bethge, M.: Synchronous inhibition as a mechanism for unbiased selective gain control. Neurocomputing 38-40, pp. 483 - 488 (2001)
  40. 90.
    Journal Article
    Bethge, M.; Pawelzik, K.; Geisel, T.: Brief pauses as signals for depressing synapses. Neurocomputing 26-27, pp. 1 - 7 (1999)

Book Chapter (9)

  1. 91.
    Book Chapter
    Bethge, M.: Efficient Population Coding. In: Encyclopedia of Computational Neuroscience, pp. 1063 - 1070 (Eds. Jaeger, D.; Jung, R.). Springer, New York, NY, USA (2015)
  2. 92.
    Book Chapter
    Macke, J.: Electrophysiology Analysis, Bayesian. In: Encyclopedia of Computational Neuroscience, pp. 1078 - 1082 (Eds. Jaeger, D.; Jung, R.). Springer, New York, NY, USA (2015)
  3. 93.
    Book Chapter
    Macke, J.; Buesing, L.; Sahani, M.: Estimating State and Parameters in State Space Models of Spike Trains. In: Advanced State Space Methods for Neural and Clinical Data, pp. 137 - 159 (Ed. Chen, Z.). Cambridge University Press, Cambridge, UK (2015)
  4. 94.
    Book Chapter
    Bethge, M.: Efficient Population Coding. In: Encyclopedia of Computational Neuroscience, pp. 1 - 9 (Ed. Jaeger R. Jung, D.). Springer, New York, NY, USA (2014)
  5. 95.
    Book Chapter
    Macke, J.: Electrophysiology Analysis, Bayesian. In: Encyclopedia of Computational Neuroscience, pp. 1 - 5 (Ed. Jaeger R. Jung, D.). Springer, New York, NY, USA (2014)
  6. 96.
    Book Chapter
    Berens, P.; Logothetis, N.; Tolias, A.: Local Field Potentials, BOLD, and Spiking Activity: Relationsships and Physiological Mechanisms. In: Visual population codes: toward a common multivariate framework for cell recording and functional imaging, pp. 599 - 624 (Eds. Kriegeskorte, N.; Kreiman, G.). MIT Press, Cambridge, MA, USA (2012)
  7. 97.
    Book Chapter
    Collobert, R.; Sinz, F.; Weston, J.; Bottou, L.: Trading Convexity for Scalability. In: Large Scale Kernel Machines, pp. 275 - 300 (Eds. Bottou, L.; Chapelle, O.; DeCoste, D.; Weston, J.). MIT Press, Cambridge, MA, USA (2007)
  8. 98.
    Book Chapter
    Fleming, R.: The perceptual organization of depth. In: (2003)
  9. 99.
    Book Chapter
    Bethge, M.: A rôle for the ongoing activity: Unbiased selective gain control with synchronous inhibition. In: Modulation of Neuronal Signalling: Implications for Visual Perception, pp. 1 - 16. NATO Science Program, _ (2001)

Conference Paper (48)

  1. 100.
    Conference Paper
    Brendel, W.; Rauber, J.; Kümmerer, M.; Ustyuzhaninov, I.; Bethge, M.: Accurate, reliable and fast robustness evaluation. In: Thirty-third Conference on Neural Information Processing Systems (NeurIPS 2019). Thirty-third Conference on Neural Information Processing Systems (NeurIPS 2019), Vancouver, Canada, December 09, 2019 - December 13, 2019. (accepted)
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