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Dr. Jakob Macke

Address: Spemannstrasse 41
72074 Tübingen
Room number: 2.B.09
Phone: +49 7071 601 1721
E-Mail: jakob.macke
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Jakob Macke

Position: Research Group Leader  Unit: 

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Articles (11):

Häfner RM Person, Gerwinn S Person, Macke JH Person and Bethge M Person (2013) Inferring decoding strategies from choice probabilities in the presence of correlated variability Nature Neuroscience 16(2) 235-242.
Macke J Person, Berens P Person and Bethge M Person (2011) Statistical analysis of multi-cell recordings: linking population coding models to experimental data Frontiers in Computational Neuroscience 5(35) 1-2.
Macke JH Person, Opper M and Bethge M Person (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 Person, Gerwinn S Person, White LW , Kaschube M and Bethge M Person (2011) Gaussian process methods for estimating cortical maps NeuroImage 56(2) 570-581.
Gerwinn S Person, Macke JH Person and Bethge M Person (2011) Reconstructing stimuli from the spike-times of leaky integrate and fire neurons Frontiers in Neuroscience 5(1) 1-16.
Macke JH Person and Wichmann FA Person (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 Person, Macke J Person and Bethge M Person (2010) Bayesian inference for generalized linear models for spiking neurons Frontiers in Computational Neuroscience 4(12) 1-42.
Gerwinn S Person, Macke JH Person and Bethge M Person (2009) Bayesian population decoding of spiking neurons Frontiers in Computational Neuroscience 3(21) 1-28.
Macke JH Person, Berens P Person, Ecker AS Person, Tolias AS Person and Bethge M Person (2009) Generating Spike Trains with Specified Correlation Coefficients Neural Computation 21(2) 397-423.
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Ku S-P Person, Gretton A Person, Macke J Person and Logothetis NK Person (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.
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Macke JH Person, Maack N , Gupta R , Denk W , Schölkopf B Person and Borst A (2008) Contour-propagation Algorithms for Semi-automated Reconstruction of Neural Processes Journal of Neuroscience Methods 167(2) 349-357.
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Conference papers (5):

Macke JH Person, Gerwinn S Person, Kaschube M , White LE and Bethge M Person (2009) Bayesian estimation of orientation preference maps In: Advances in Neural Information Processing Systems 22, (Ed) Bengio, Y. , D. Schuurmans, J. Lafferty, C. Williams, A. Culotta, 23rd Annual Conference on Neural Information Processing Systems (NIPS 2009), Curran, Red Hook, NY, USA, 1195-1203.
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Gerwinn S Person, Macke J Person, Seeger M Person and Bethge M Person (2008) Bayesian Inference for Spiking Neuron Models with a Sparsity Prior In: Advances in neural information processing systems 20, (Ed) Platt, J. C., D. Koller, Y. Singer, S. Roweis, Twenty-First Annual Conference on Neural Information Processing Systems (NIPS 2007), Curran, Red Hook, NY, USA, 529-536.
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Macke JH Person, Zeck G Person and Bethge M Person (2008) Receptive Fields without Spike-Triggering In: Advances in neural information processing systems 20, (Ed) Platt, J. C., D. Koller, Y. Singer, S. Roweis, Twenty-First Annual Conference on Neural Information Processing Systems (NIPS 2007), Curran, Red Hook, NY, USA, 969-976.
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Laub J , Macke JH Person, Müller K-R Person and Wichmann FA Person (2007) Inducing Metric Violations in Human Similarity Judgements In: Advances in Neural Information Processing Systems 19, (Ed) Schölkopf, B. , J. Platt, T. Hofmann, Twentieth Annual Conference on Neural Information Processing Systems (NIPS 2006), MIT Press, Cambridge, MA, USA, 777-784.
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Bethge M Person, Gerwinn S Person and Macke JH Person (2007) Unsupervised learning of a steerable basis for invariant image representations In: Human Vision and Electronic Imaging XII, (Ed) Rogowitz, B. E., SPIE Human Vision and Electronic Imaging Conference 2007, SPIE, Bellingham, WA, USA, 1-12.
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Technical reports (1):

Macke JH Person, Opper M and Bethge M Person: The effect of pairwise neural correlations on global population statistics, 183, Max Planck Institute for Biological Cybernetics, Tübingen, Germany, (2009).
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Posters (15):

Macke JH Person, Sebastian G , White LE , Kaschube M and Bethge M Person (2010): Estimating cortical maps with Gaussian process models, 40th Annual Meeting of the Society for Neuroscience (Neuroscience 2010), San Diego, CA, USA.
Macke JH Person and Wichmann FA Person (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 Person, Gerwinn S Person, White L , Kaschube M and Bethge M Person (2009): Bayesian estimation of orientation preference maps, Frontiers in Systems Neuroscience, 2009 Conference Abstracts(Computational and Systems Neuroscience) 1.
Gerwinn S Person, Macke J Person and Bethge M Person (2009): Bayesian Population Decoding of Spiking Neurons, Frontiers in Systems Neuroscience, 2009 Conference Abstracts(Computational and Systems Neuroscience) 1.
Berens P Person, Macke JH Person, Ecker AS Person, Cotton RJ , Bethge M Person and Tolias AS Person (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 Person, Gretton A Person, Macke J Person, Tolias AT Person and Logothetis NK Person (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 Person, Macke JH Person, Berens P Person, Ecker AS Person and Tolias AS Person (2008): Flexible Models for Population Spike Trains, AREADNE 2008: Research in Encoding and Decoding of Neural Ensembles, 2 52.
Berens P Person, Ecker AS Person, Subramaniyan M , Macke JH Person, Hauck P , Bethge M Person and Tolias AS Person (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 Person and Berry M (2008): The role of stimulus correlations for population decoding in the retina, Computational and Systems Neuroscience 2008 (COSYNE 2008), 5 172.
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Macke JH Person, Zeck G Person and Bethge M Person (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 Person, Schölkopf B Person, Denk W and Borst A (2007): 3D Reconstruction of Neural Circuits from Serial EM Images, 31st Göttingen Neurobiology Conference, 31 1195.
Bethge M Person, Macke JH Person, Gerwinn S Person and Zeck G Person (2007): Identifying temporal population codes in the retina using canonical correlation analysis, 31st Göttingen Neurobiology Conference, 31 359.
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Franz MO Person, Macke JH Person, Saleem A and Schultz SR (2007): Implicit Wiener Series for Estimating Nonlinear Receptive Fields, 31st Göttingen Neurobiology Conference, 31 1199.
Macke JH Person, Zeck G Person and Bethge M Person (2007): Estimating Population Receptive Fields in Space and Time, Computational and Systems Neuroscience Meeting 2007 (COSYNE 2007), 4 44.
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Kienzle W Person, Macke JH Person, Wichmann FA Person, Schölkopf B Person and Franz MO Person (2007): Nonlinear Receptive Field Analysis: Making Kernel Methods Interpretable, Computational and Systems Neuroscience Meeting 2007 (COSYNE 2007), 4 16.
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Theses (1):

Macke J Person: Population Coding in the Visual System: Statistical Methods and Theory, Eberhard Karls Universität Tübingen, Germany, (2010). PhD thesis

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