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Dr. Jakob Macke

Address:	Spemannstr. 41 72076 Tübingen
Room number:	1.B.05
Phone:	+49 7071 601 1777
E-Mail:	jakob.macke

Jakob Macke

Position: Research Group Leader Unit:

Publications

Articles (10):
•	Macke J , Berens P and Bethge M (July-2011) Statistical analysis of multi-cell recordings: linking population coding models to experimental data Frontiers in Computational Neuroscience 5(35) 1-2.
•	Macke JH , Opper M and Bethge M (May-2011) Common Input Explains Higher-Order Correlations and Entropy in a Simple Model of Neural Population Activity Physical Review Letters 106(20) 1-4.
•	Macke JH , Gerwinn S , White LW , Kaschube M and Bethge M (May-2011) Gaussian process methods for estimating cortical maps NeuroImage 56(2) 570-581.
•	Gerwinn S , Macke JH and Bethge M (February-2011) Reconstructing stimuli from the spike-times of leaky integrate and fire neurons Frontiers in Neuroscience 5(1) 1-16.
•	Macke JH and Wichmann FA (May-2010) Estimating predictive stimulus features from psychophysical data: The decision image technique applied to human faces Journal of Vision 10(5:22) 1-24.
•	Gerwinn S , Macke J and Bethge M (April-2010) Bayesian inference for generalized linear models for spiking neurons Frontiers in Computational Neuroscience 4(12) 1-42.
•	Gerwinn S , Macke JH and Bethge M (October-2009) Bayesian population decoding of spiking neurons Frontiers in Computational Neuroscience 3(21) 1-28.
•	Macke JH , Berens P , Ecker AS , Tolias AS and Bethge M (February-2009) Generating Spike Trains with Specified Correlation Coefficients Neural Computation 21(2) 397-423.
•	Ku S-P , Gretton A , Macke J and Logothetis NK (September-2008) Comparison of Pattern Recognition Methods in Classifying High-resolution BOLD Signals Obtained at High Magnetic Field in Monkeys Magnetic Resonance Imaging 26(7) 1007-1014.
•	Macke JH , Maack N , Gupta R , Denk W , Schölkopf B and Borst A (January-2008) Contour-propagation Algorithms for Semi-automated Reconstruction of Neural Processes Journal of Neuroscience Methods 167(2) 349-357.
Conference papers (5):
•	Macke JH , Gerwinn S , Kaschube M , White LE and Bethge M (April-2010) Bayesian estimation of orientation preference maps In: Advances in Neural Information Processing Systems 22, 23rd Annual Conference on Neural Information Processing Systems (NIPS 2009), Curran, Red Hook, NY, USA, 1195-1203.
•	Gerwinn S , Macke J , Seeger M and Bethge M (September-2008) Bayesian Inference for Spiking Neuron Models with a Sparsity Prior In: Advances in neural information processing systems 20, Twenty-First Annual Conference on Neural Information Processing Systems (NIPS 2007), Curran, Red Hook, NY, USA, 529-536.
•	Macke JH , Zeck G and Bethge M (September-2008) Receptive Fields without Spike-Triggering In: Advances in neural information processing systems 20, Twenty-First Annual Conference on Neural Information Processing Systems (NIPS 2007), Curran, Red Hook, NY, USA, 969-976.
•	Laub J , Macke JH , Müller K-R and Wichmann FA (September-2007) Inducing Metric Violations in Human Similarity Judgements In: Advances in Neural Information Processing Systems 19, Twentieth Annual Conference on Neural Information Processing Systems (NIPS 2006), MIT Press, Cambridge, MA, USA, 777-784.
•	Bethge M , Gerwinn S and Macke JH (February-2007) Unsupervised learning of a steerable basis for invariant image representations In: Human Vision and Electronic Imaging XII, SPIE Human Vision and Electronic Imaging Conference 2007, SPIE, Bellingham, WA, USA, 1-12.
Technical reports (1):
•	Macke JH , Opper M and Bethge M : The effect of pairwise neural correlations on global population statistics, 183, Max Planck Institute for Biological Cybernetics, Tübingen, Germany, (March-2009).
Posters (15):
•	Macke JH , Sebastian G , White LE , Kaschube M and Bethge M (November-2010): Estimating cortical maps with Gaussian process models, 40th Annual Meeting of the Society for Neuroscience (Neuroscience 2010), San Diego, CA, USA.
•	Macke JH and Wichmann FA (August-2009): Estimating Critical Stimulus Features from Psychophysical Data: The Decision-Image Technique Applied to Human Faces, 9th Annual Meeting of the Vision Sciences Society (VSS 2009), Naples, FL, USA, Journal of Vision, 9(8) 31.
•	Macke J , Gerwinn S , White L , Kaschube M and Bethge M (March-2009): Bayesian estimation of orientation preference maps, Frontiers in Systems Neuroscience, 2009 Conference Abstracts(Computational and Systems Neuroscience) 1.
•	Gerwinn S , Macke J and Bethge M (March-2009): Bayesian Population Decoding of Spiking Neurons, Frontiers in Systems Neuroscience, 2009 Conference Abstracts(Computational and Systems Neuroscience) 1.
•	Berens P , Macke JH , Ecker AS , Cotton RJ , Bethge M and Tolias AS (March-2009): Sensory input statistics and network mechanisms in primate primary visual cortex, Frontiers in Systems Neuroscience, 2009(Conference Abstract: Computational and Systems Neuroscience) 1.
•	Ku S-P , Gretton A , Macke J , Tolias AT and Logothetis NK (June-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, 2 67.
•	Bethge M , Macke JH , Berens P , Ecker AS and Tolias AS (June-2008): Flexible Models for Population Spike Trains, AREADNE 2008: Research in Encoding and Decoding of Neural Ensembles, 2 52.
•	Berens P , Ecker AS , Subramaniyan M , Macke JH , Hauck P , Bethge M and Tolias AS (June-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, 2 48.
•	Schwartz G , Macke J and Berry M (March-2008): The role of stimulus correlations for population decoding in the retina, Computational and Systems Neuroscience 2008 (COSYNE 2008), 5 172.
•	Macke JH , Zeck G and Bethge M (November-2007): Estimating receptive fields without spike-triggering, 37th annual Meeting of the Society for Neuroscience (Neuroscience 2007), 37(768.1) 1.
•	Maack N , Kapfer C , Macke JH , Schölkopf B , Denk W and Borst A (March-2007): 3D Reconstruction of Neural Circuits from Serial EM Images, 31st Göttingen Neurobiology Conference, 31 1195.
•	Bethge M , Macke JH , Gerwinn S and Zeck G (March-2007): Identifying temporal population codes in the retina using canonical correlation analysis, 31st Göttingen Neurobiology Conference, 31 359.
•	Franz MO , Macke JH , Saleem A and Schultz SR (March-2007): Implicit Wiener Series for Estimating Nonlinear Receptive Fields, 31st Göttingen Neurobiology Conference, 31 1199.
•	Macke JH , Zeck G and Bethge M (February-2007): Estimating Population Receptive Fields in Space and Time, Computational and Systems Neuroscience Meeting 2007 (COSYNE 2007), 4 44.
•	Kienzle W , Macke JH , Wichmann FA , Schölkopf B and Franz MO (February-2007): Nonlinear Receptive Field Analysis: Making Kernel Methods Interpretable, Computational and Systems Neuroscience Meeting 2007 (COSYNE 2007), 4 16.