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Journal Article (9)
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2016Journal ArticleRandom projection for fast and efficient multivariate correlation analysis of high-dimensional data: A new approach. Frontiers in Genetics 7 (2016)
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Journal ArticleSpatiotemporal dynamics of random stimuli account for trial-to-trial variability in perceptual decision making. Scientific Reports 6 (2016)
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2015Journal ArticleModelling odor decoding in the antennal lobe by combining sequential firing rate models with bayesian inference. PLoS Computational Biology 11 (10) (2015)
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Journal ArticleA bayesian attractor model for perceptual decision making. PLoS Computational Biology 11 (8) (2015)
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Journal ArticleHuman preferences are biased towards associative information. Cognition & Emotion 29 (6), pp. 1054 - 1068 (2015)
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Journal ArticleComparison of variants of canonical correlation analysis and partial least squares for combined analysis of MRI and genetic data. NeuroImage 107, pp. 289 - 310 (2015)
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2014Journal ArticlePerceptual decision making: Drift-diffusion model is equivalent to a Bayesian model. Frontiers in Human Neuroscience 8 (2014)
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Journal ArticleHysteresis as an implicit prior in tactile spatial decision making. PLoS One 9 (2) (2014)
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2012Journal ArticleRecognizing recurrent neural networks (rRNN): Bayesian inference for recurrent neural networks. Biological Cybernetics 106 (4-5), pp. 201 - 217 (2012)
Conference Paper (2)
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2010Conference PaperKick-starting GPLVM optimization via a connection to metric MDS. In: Proceedings of the NIPS 2010 Workshop on Challenges of Data Visualization. NIPS 2010 Workshop on Challenges of Data Visualization, Whistler, December 11, 2010. (2010)
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2007Conference PaperSensor Assisted Adaptive Motor Control under continuously varying Context. (2007)
Talk (2)
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2013TalkDynamics of perceptual decision making. 19th Annual Meeting of the Organization for Human Brain Mapping, Seattle, WA, USA (2013)
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TalkPerceptual decision making with dynamic stimuli. Institute Colloquium of the Max Planck Institute for Human Cognitive and Brain Sciences, Leipzig, Germany (2013)
Poster (10)
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2014PosterRandom projection for efficient dimensionality reduction in obesity-related genotype-phenotype association studies. 30. Jahrestagung der Deutschen Adipositas Gesellschaft, Leipzig, Germany (2014)
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PosterComparison between variants of canonical correlation analysis and artial least squares for combined analysis of MRI and genetic data. 20th Annual Meeting of the Organization for Human Brain Mapping (OHBM), Hamburg, Germany (2014)
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PosterThe predicting brain likes things that promote predictions. 2nd Conference of the European Society for Cognitive and Affective Neuroscience (ESCAN), Dortmund, Germany (2014)
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2013PosterCombining MRI and genetic data to understand the brain’s role in the development of obesity. 29th Annual Meeting of the German Society for Obesity, Hannover, Germany (2013)
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PosterDer Einfluss der Hysterese auf Entscheidungen bei taktiler Wahrnehmung. 57th Annual Meeting of the Society for Clinical Neurophysiology, Leipzig, Germany (2013)
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2012PosterModel-based perceptual decision making for dynamic stimuli. Bernstein Symposium "Neural Computation: From Perception to Cognitive Function", Berlin, Germany (2012)
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PosterStable representations of dynamic stimuli in perceptual decision making. Osnabrück Computational Cognition Alliance Meeting (OCCAM) 2012, Osnabrück, Germany (2012)