_{Publications:
Computational Vision and Neuroscience} 

Sinz, F.; Bethge, M.: Lp-Nested Symmetric Distributions. The Journal of Machine Learning Research 11, pp. 3409 - 3451 (2010)

Berens, P.; Logothetis, N.; Tolias, A.: Local field potentials, BOLD and spiking activity: Relationships and physiological mechanisms. Nature Precedings 2010, pp. 1 - 27 (2010)

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, 144, pp. 1 - 11 (2010)

Hosseini, R.; Sinz, F.; Bethge, M.: Lower bounds on the redundancy of natural images. Vision Research 50 (22), pp. 2213 - 2222 (2010)

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)

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)

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)

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)

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)

Chuang, L.; Bieg, H.-J.; Bülthoff, H.; Fleming, R.: Measuring unrestrained gaze on wall-sized displays. In: ECCE '10: Proceedings of the 28th Annual European Conference on Cognitive Ergonomics, pp. 347 - 348 (Eds. Neerincx, W.-P.; Brinkmann, W.). 28th Annual European Conference on Cognitive Ergonomics (ECCE '10), Delft, Netherlands, August 25, 2010 - August 27, 2010. ACM Press, New York, NY, USA (2010)

Berens, P.; Gerwinn, S.; Ecker, A.; Bethge, M.: Neurometric function analysis of population codes. In: Advances in Neural Information Processing Systems 22, pp. 90 - 98 (Eds. Bengio, Y.; Schuurmans, D.; Lafferty, J.; Williams, C.; Culotta, A.). 23rd Annual Conference on Neural Information Processing Systems (NIPS 2009), Vancouver, BC, Canada, December 07, 2009 - December 10, 2009. Curran, Red Hook, NY, USA (2010)

Gerwinn, S.; Berens, P.; Bethge, M.: A joint maximum-entropy model for binary neural population patterns and continuous signals. In: Advances in Neural Information Processing Systems 22, pp. 620 - 628 (Eds. Bengio, Y.; Schuurmans, D.; Lafferty, J.; Williams, C.; Culotta, A.). 23rd Annual Conference on Neural Information Processing Systems (NIPS 2009), Vancouver, BC, Canada, December 07, 2009 - December 10, 2009. Curran, Red Hook, NY, USA (2010)

Macke, J.; Gerwinn, S.; Kaschube , M.; White, L.; Bethge, M.: Bayesian estimation of orientation preference maps. In: Advances in Neural Information Processing Systems 22, pp. 1195 - 1203 (Eds. Bengio, Y.; Schuurmans, D.; Lafferty, J.; Williams, C.; Culotta, A.). 23rd Annual Conference on Neural Information Processing Systems (NIPS 2009), Vancouver, BC, Canada, December 07, 2009 - December 10, 2009. Curran, Red Hook, NY, USA (2010)

Sinz, F.; Simoncelli, E.; Bethge, M.: Hierarchical Modeling of Local Image Features through Lp-Nested Symmetric Distributions. In: Advances in Neural Information Processing Systems 22, pp. 1696 - 1704 (Eds. Bengio, Y.; Schuurmans, D.; Lafferty, J.; Williams, C.; Culotta, A.). 23rd Annual Conference on Neural Information Processing Systems (NIPS 2009), Vancouver, BC, Canada, December 07, 2009 - December 10, 2009. Curran, Red Hook, NY, USA (2010)

Gerwinn, S.; Macke, J.; Bethge, M.: Toolbox for inference in generalized linear models of spiking neurons. In Frontiers in Computational Neuroscience, 2010 (Conference Abstract: Bernstein Conference on Computational Neuroscience). Bernstein Conference on Computational Neuroscience (BCCN 2010), Berlin, Germany, September 27, 2010 - October 01, 2010. Frontiers Research Foundation, Lausanne (2010)

Haefner, R.; Bethge, M.: Evaluating neuronal codes for inference using Fisher information. In Frontiers in Computational Neuroscience, 2010 (Conference Abstract: Bernstein Conference on Computational Neuroscience). Bernstein Conference on Computational Neuroscience (BCCN 2010), Berlin, Germany, September 27, 2010 - October 01, 2010. Frontiers Research Foundation, Lausanne (2010)

Häfner, R.; Gerwinn, S.; Macke, J.; Bethge, M.: Implications of correlated neuronal noise in decision making circuits for physiology and behavior. In Frontiers in Neuroscience, 2010 (Conference Abstract: Computational and Systems Neuroscience 2010). 7th Computational and Systems Neuroscience Meeting (COSYNE 2010), Salt Lake City, UT, USA, February 25, 2010 - February 28, 2010. Frontiers Research Foundation, Lausanne, Switzerland (2010)

Bethge, M.: An analytically tractable model of neural population activity in the presence of common input explains high-order correlations and entropy. CIN Systems Neuroscience Retreat, Reutlingen, Germany (2010)

Sinz, F.: Contrast Gain Control in Natural Image Representations. UCL Gatsby Computational Neuroscience Unit, London, UK (2010)

Ecker, A.; Berens, P.; Keliris, G.; Bethge, M.; Logothetis, N.; Tolias, A.: Decorrelated neuronal firing in cortical microcircuits. 40th Annual Meeting of the Society for Neuroscience (Neuroscience 2010), San Diego, CA, USA (2010)

Macke, J.; Gerwinn, S.; White, L.; Kaschube, M.; Bethge, M.: Estimating cortical maps with Gaussian process models. 40th Annual Meeting of the Society for Neuroscience (Neuroscience 2010), San Diego, CA, USA (2010)

Hosseini, R.; Sinz, F.; Bethge, M.: New Estimate for the Redundancy of Natural Images. Bernstein Conference on Computational Neuroscience (BCCN 2010), Berlin, Germany (2010)

Lies, J.-P.; Häfner, R.; Bethge, M.: What is the Goal of Complex Cell Coding in V1? Bernstein Conference on Computational Neuroscience (BCCN 2010), Berlin, Germany (2010)

Theis, L.; Gerwinn, S.; Sinz, F.; Bethge, M.: Likelihood Estimation in Deep Belief Networks. Bernstein Conference on Computational Neuroscience (BCCN 2010), Berlin, Germany (2010)

Barnett-Cowan, M.; Fleming, R.; Bülthoff, H.: Perceived stability of objects changes when the body is tilted relative to gravity. 11th International Multisensory Research Forum (IMRF 2010), Liverpool, UK (2010)

Ecker, A.; Berens, P.; Keliris, G.; Bethge, M.; Logothetis, N.; Tolias, A.: Decorrelated Firing in Cortical Microcircuits. AREADNE 2010: Research in Encoding And Decoding of Neural Ensembles, Santorini, Greece (2010)

Lies, J.-P.; Häfner, R.; Bethge, M.: What is the Goal of Complex Cell Coding in V1? AREADNE 2010: Research in Encoding And Decoding of Neural Ensembles, Santorini, Greece (2010)