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Dr. Jakob Macke

Adresse: Spemannstrasse 41
72074 Tübingen
Tel.: 07071 601 1721
E-Mail: jakob.macke

 

Bild von Macke, Jakob, Dr.

Jakob Macke

Position: Leiter Forschungsgruppe  Abteilung: 

Since 05/2012: Junior research group leader, MPI for Biological Cybernetics and Bernstein Center for Computational Neuroscience

04/2010-04/2012: Postdoc at the Gatsby Computational Neuroscience Unit, University College London, UK

10/2005-04/2010: PhD student, MPI for Biological Cybernetics

06/2005: Master in Mathematics, University of Oxford, UK

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Poster (45):

Archer E, Pillow J und Macke J (Oktober-2014): Low Dimensional Dynamical Models of Neural Populations with Common Input, 15th Conference of Junior Neuroscientists of Tübingen (NeNa 2014): The Changing Face of Publishing and Scientific Evaluation, Schramberg, Germany.
Archer E, Pillow JW und Macke JH (September-3-2014): Low-dimensional dynamical neural population models with shared stimulus drive, Bernstein Conference 2014, Göttingen, Germany.
Nienborg H und Macke JH (September-3-2014): Using sequential dependencies in neural activity and behavior to dissect choice related activity in V2, Bernstein Conference 2014, Göttingen, Germany.
Schütt H, Harmeling S, Macke J und Wichmann F (August-2014): Pain-free bayesian inference for psychometric functions, 37th European Conference on Visual Perception (ECVP 2014), Beograd, Serbia, Perception, 43(ECVP Abstract Supplement) 162.
Schütt H, Harmeling S, Macke J und Wichmann F (August-2014): Pain-free Bayesian inference for psychometric functions, 2014 European Mathematical Psychology Group Meeting (EMPG), Tübingen, Germany.
Archer E, Pillow JW und Macke J (März-2014): Low-dimensional models of neural population recordings with complex stimulus selectivity, Computational and Systems Neuroscience Meeting (COSYNE 2014), Salt Lake City, UT, USA.
Turaga SC, Buesing L, Packer A, Dalgleish H, Pettit N, Hauser M und Macke J (März-2014): Predicting noise correlations for non-simultaneously measured neuron pairs, Computational and Systems Neuroscience Meeting (COSYNE 2014), Salt Lake City, UT, USA.
Turaga SC, Buesing L, Packer M, Hausser M und Macke JH (November-13-2013): Inferring interactions between cell types from multiple calcium imaging snapshots of the same neural circuit, 43rd Annual Meeting of the Society for Neuroscience (Neuroscience 2013), San Diego, CA, USA.
Macke J, Murray I und Latham P (März-2013): How biased are maximum entropy models of neural population activity?, Computational and Systems Neuroscience Meeting (COSYNE 2013), Salt Lake City, UT, USA.
Buesing L, Macke J und Sahani M (März-2013): Robust estimation for neural state-space models, Computational and Systems Neuroscience Meeting (COSYNE 2013), Salt Lake City, UT, USA.
Macke JH, Büsing L, Cunningham JP, Yu BM, Shenoy KV und Sahani M (Mai-2012): Empirical models of spiking in neural populations, Janelia Farm Conference 2012: Machine Learning, Statistical Inference, and Neuroscience, Ashburn, VA, USA.
Haefner RM, Gerwinn S, Macke JH und Bethge M (November-2011): Relationship between decoding strategy, choice probabilities and neural correlations in perceptual decision-making task, 41st Annual Meeting of the Society for Neuroscience (Neuroscience 2011), Washington, DC, USA.
Macke JH, Büsing L, Cunningham JP, Yu BM, Shenoy KV und Sahani M (Februar-2011): Modelling low-dimensional dynamics in recorded spiking populations, Computational and Systems Neuroscience Meeting (COSYNE 2011), Salt Lake City, UT, USA.
Macke JH, Opper M und Bethge M (Februar-2011): The e ffect of common input on higher-order correlations and entropy in neural populations, Computational and Systems Neuroscience Meeting (COSYNE 2011), Salt Lake City, UT, USA.
Macke JH, Sebastian G, White LE, Kaschube M und 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.
Häfner R, Gerwinn S, Macke JH und Bethge M (Oktober-1-2009): Neuronal decision-making with realistic spiking models, Bernstein Conference on Computational Neuroscience (BCCN 2009), Frankfurt a.M., Germany, Frontiers in Computational Neuroscience, 2009(Conference Abstract: Bernstein Conference on Computational Neuroscience) 132-133.
Macke JH und 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 und Bethge M (März-2009): Bayesian estimation of orientation preference maps, Computational and Systems Neuroscience Meeting (COSYNE 2009), Salt Lake City, UT, USA, Frontiers in Systems Neuroscience, 2009(Conference Abstracts: Computational and Systems Neuroscience).
Gerwinn S, Macke J und Bethge M (März-2009): Bayesian Population Decoding of Spiking Neurons, Computational and Systems Neuroscience Meeting (COSYNE 2009), Salt Lake City, UT, USA,, Frontiers in Systems Neuroscience, 2009(Conference Abstracts: Computational and Systems Neuroscience).
Berens P, Macke JH, Ecker AS, Cotton RJ, Bethge M und Tolias AS (März-2009): Sensory input statistics and network mechanisms in primate primary visual cortex, Computational and Systems Neuroscience Meeting (COSYNE 2009), Salt Lake City, UT, USA, Frontiers in Systems Neuroscience, 2009(Conference Abstracts: Computational and Systems Neuroscience).
Macke J, Opper M und Bethge M (Oktober-2008): How pairwise correlations affect the redundancy in large populations of neurons, Bernstein Symposium 2008, München, Germany, Frontiers in Computational Neuroscience, 2008(Conference Abstract: Bernstein Symposium 2008).
Macke JH, Berens P, Ecker AS, Opper M, Tolias AS und Bethge M (Juli-2008): Modeling populations of spiking neurons with the Dichotomized Gaussian distribution, Annual Meeting 2008 of Sloan-Swartz Centers for Theoretical Neurobiology, Princeton, NJ, USA.
Ku S-P, Gretton A, Macke J, Tolias AT und Logothetis NK (Juni-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, Santorini, Greece.
Bethge M, Macke JH, Berens P, Ecker AS und Tolias AS (Juni-2008): Flexible Models for Population Spike Trains, AREADNE 2008: Research in Encoding and Decoding of Neural Ensembles, Santorini, Greece.
Berens P, Ecker AS, Subramaniyan M, Macke JH, Hauck P, Bethge M und Tolias AS (Juni-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, Santorini, Greece.
Macke JH, Schwartz G und Berry M (Juni-2008): The role of stimulus correlations for population decoding in the retina, AREADNE 2008: Research in Encoding and Decoding of Neural Ensembles, Santorini, Greece.
Schwartz G, Macke J und Berry M (März-2008): The role of stimulus correlations for population decoding in the retina, Computational and Systems Neuroscience Meeting (COSYNE 2008), Salt Lake City, UT, USA,.
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Maack N, Kapfer C, Macke JH, Schölkopf B, Denk W und Borst A (April-2007): 3D Reconstruction of Neural Circuits from Serial EM Images, 7th Meeting of the German Neuroscience Society, 31st Göttingen Neurobiology Conference, Göttingen, Germany, Neuroforum, 13(Supplement) 1195.
Bethge M, Macke JH, Gerwinn S und Zeck G (April-2007): Identifying temporal population codes in the retina using canonical correlation analysis, 7th Meeting of the German Neuroscience Society, 31st Göttingen Neurobiology Conference, Göttingen, Germany, Neuroforum, 13(Supplement) 359.
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Franz MO, Macke JH, Saleem A und Schultz SR (April-2007): Implicit Wiener Series for Estimating Nonlinear Receptive Fields, 7th Meeting of the German Neuroscience Society, 31st Göttingen Neurobiology Conference, Göttingen, Germany, Neuroforum, 13(Supplement) 1199.
Macke JH, Zeck G und Bethge M (Februar-2007): Estimating Population Receptive Fields in Space and Time, Computational and Systems Neuroscience Meeting (COSYNE 2007), Salt Lake City, UT, USA.
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Kienzle W, Macke JH, Wichmann FA, Schölkopf B und Franz MO (Februar-2007): Nonlinear Receptive Field Analysis: Making Kernel Methods Interpretable, Computational and Systems Neuroscience Meeting (COSYNE 2007), Salt Lake City, UT, USA.
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Vorträge (19):

Goncalves P, Luckmann J-M, Bassetto G, Nonnenmacher M und Macke J (August-2017) Abstract Talk: Flexible Bayesian inference for complex models of single neurons, Twenty-Sixth Annual Computational Neuroscience Meeting (CNS*2017), Antwerpen, Belgium, BMC Neuroscience, 18(Supplement 1) 58.
Macke J (Januar-23-2017) Invited Lecture: Correlations and signatures of criticality in neural population models, Double Feature Workshop: Bernstein Symposium & Kick-Off Symposium, Tübingen, Germany.
Macke J (Dezember-11-2015) Invited Lecture: Correlations and signatures of criticality in neural population models, NIPS 2015 Workshop: Modelling and Inference for Dynamics on Complex Interaction Networks: Joining Up Machine aqnd Statistical Physics, Montréal, Canada.
Macke J (Oktober-29-2015) Invited Lecture: Correlations and signatures of criticality in neural population models, Institut d'Etudes de la Cognition (IEC) at the Ecole Normale Supérieure: Group for Neural Theory, Paris, France.
Nonnenmacher M, Behrens C, Berens P, Bethge M und Macke J (September-16-2015) Invited Lecture: Correlations and signatures of criticality in neural population models, Bernstein Conference 2015, Heidelberg, Germany 27-28.
Macke J (September-14-2015) Invited Lecture: Estimating state and parameters in Gaussian state-space models with point-process observations, Bernstein Conference 2015 Satellite Workshop "Estimating parameters and unobserved state variables from neural data", Heidelberg, Germany.
Macke J (April-2-2015) Invited Lecture: Correlations, criticality and common input, University of Zurich: Swiss Computational Neuroscience Seminars, Zürich, Switzerland.
Macke J (März-9-2015) Invited Lecture: Dissecting choice-probabilities in V2 neurons using serial dependence, COSYNE 2015 Workshops, Snowbird, UT, USA.
Macke JH (Mai-2014) Invited Lecture: Statistical methods for characterizing cortical population activity, Osnabrück Computational Cognition Alliance Meeting on "The Brain as a Probabilistic Inference Engine" (OCCAM 2014), Osnabrück, Germany.
Macke J (Oktober-25-2013) Invited Lecture: Inferring neural population dynamics from multiple partial measurements of the same circuit, Group Seminar C. Gros "Complex and Cognitive Systems": Max-Planck-Institute for Brain Research, Frankfurt a.M., Germany.
Macke J (September-9-2013) Invited Lecture: Characterizing the dynamics of large neural populations, ICB Institute of Computational Biology: Helmholtz Zentrum, München, Germany.
Macke J (August-25-2013) Invited Lecture: B8: Statistical Modelling of Psychophysical Data, 36th European Conference on Visual Perception (ECVP 2013), Bremen, Germany, Perception, 42(ECVP Abstract Supplement) 4.
Gerwinn S, Macke JH und Bethge M (Oktober-2010) Abstract Talk: Toolbox for inference in generalized linear models of spiking neurons, Bernstein Conference on Computational Neuroscience (BCCN 2010), Berlin, Germany, Frontiers in Computational Neuroscience, 2010(Conference Abstract: Bernstein Conference on Computational Neuroscience).
Haefner R, Gerwinn S, Macke J und Bethge M (Februar-2010) Abstract Talk: Implications of correlated neuronal noise in decision making circuits for physiology and behavior, Computational and Systems Neuroscience Meeting (COSYNE 2010), Salt Lake City, UT, USA, Frontiers in Neuroscience, Conference Abstract: Computational and Systems Neuroscience 2010.
Macke J (Juli-2009) Invited Lecture: Modelling correlated populations: Redundancies, spike counts and the effect of common input, Computational Neuroscience Meeting 2009, Tübingen, Germany.
Macke JH, Opper M und Bethge M (Oktober-2008) Abstract Talk: How pairwise correlations a ect the redundancy in large populations of neurons, Bernstein Symposium 2008, München, Germany, Frontiers in Computational Neuroscience, 2008(Conference Abstract: Bernstein Symposium 2008).
Ku S-P, Gretton A, Macke J und Logothetis NK (Oktober-2008) Abstract Talk: Pattern recognition methods in classifying fMRI data, 9th Conference of the Junior Neuroscientists of Tübingen (NeNa 2008), Ellwangen, Germany 11.
Macke JH, Zeck G und Bethge M (November-2007) Abstract Talk: Estimating receptive fields without spike-triggering, 37th Annual Meeting of the Society for Neuroscience (Neuroscience 2007), San Diego, CA, USA(768.1).
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Last updated: Montag, 22.05.2017