Publications of Sebastian Bitzer
All genres
Journal Article (10)
2020
Journal Article
Bitzer, S., , Maess, B., von Kriegstein, K., & (2020). Representation of perceptual evidence in the human brain assessed by fast, within-trial dynamic stimuli. Frontiers in Human Neuroscience, 14. doi:10.3389/fnhum.2020.00009
2016
Journal Article
Grellmann, C., Neumann, J., Bitzer, S., , , , … Horstmann, A. (2016). Random projection for fast and efficient multivariate correlation analysis of high-dimensional data: A new approach. Frontiers in Genetics, 7. doi:10.3389/fgene.2016.00102
Journal Article
Park, H., , von Kriegstein, K., Bitzer, S., & Kiebel, S. J. (2016). Spatiotemporal dynamics of random stimuli account for trial-to-trial variability in perceptual decision making. Scientific Reports, 6. doi:10.1038/srep18832
2015
Journal Article
Bitzer, S., & Kiebel, S. J. (2015). Modelling odor decoding in the antennal lobe by combining sequential firing rate models with bayesian inference. PLoS Computational Biology, 11. doi:10.1371/journal.pcbi.1004528
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Journal Article
Bitzer, S., Bruineberg, J., & Kiebel, S. J. (2015). A bayesian attractor model for perceptual decision making. PLoS Computational Biology, 11. doi:10.1371/journal.pcbi.1004442
Journal Article
Trapp, S., , Bitzer, S., & (2015). Human preferences are biased towards associative information. Cognition & Emotion, 29, 1054–1068.
Journal Article
Grellmann, C., Bitzer, S., Neumann, J., , , Villringer, A., & Horstmann, A. (2015). Comparison of variants of canonical correlation analysis and partial least squares for combined analysis of MRI and genetic data. NeuroImage, 107, 289–310.
2014
Journal Article
Bitzer, S., Park, H., , & Kiebel, S. J. (2014). Perceptual decision making: Drift-diffusion model is equivalent to a Bayesian model. Frontiers in Human Neuroscience, 8. doi:10.3389/fnhum.2014.00102
Journal Article
Thiel, S. D., Bitzer, S., Nierhaus, T., Kalberlah, C., Preusser, S., Neumann, J., … Pleger, B. (2014). Hysteresis as an implicit prior in tactile spatial decision making. PLoS One, 9. doi:10.1371/journal.pone.0089802
2012
Journal Article
Bitzer, S., & Kiebel, S. (2012). Recognizing recurrent neural networks (rRNN): Bayesian inference for recurrent neural networks. Biological Cybernetics, 106, 201–217.
Conference Paper (7)
2010
Conference Paper
Bitzer, S., & (2010). Kick-starting GPLVM optimization via a connection to metric MDS. In Proceedings of the NIPS 2010 Workshop on Challenges of Data Visualization. Whistler. Retrieved from http://cseweb.ucsd.edu/~lvdmaaten/workshops/nips2010/abstracts.html
Conference Paper
Bitzer, S., , & (2010). Using Dimensionality Reduction to Exploit Constraints in Reinforcement Learning. In Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS 2010). doi:10.1109/IROS.2010.5650243
2009
Conference Paper
Bitzer, S., , & (2009). Does Dimensionality Reduction Improve the Quality of Motion Interpolation? In Proceedings of the 17th European Symposium on Artificial Neural Networks (ESANN ’09). Retrieved from http://www.era.lib.ed.ac.uk/handle/1842/3675
Conference Paper
Bitzer, S., & (2009). Latent Spaces for Dynamic Movement Primitives. In Proceedings of the 9th IEEE-RAS International Conference on Humanoid Robots (Humanoids 2009). doi:10.1109/ICHR.2009.5379530
2008
Conference Paper
Bitzer, S., , & (2008). Synthesising Novel Movements through Latent Space Modulation of Scalable Control Policies. In Lecture Notes in Computer Science (Vol. 5040/2008, pp. 199–209).
2007
Conference Paper
Hoffmann, H., , Bitzer, S., & (2007). Sensor Assisted Adaptive Motor Control under continuously varying Context. Retrieved from http://www.inf.ed.ac.uk/publications/online/0982.pdf
2006
Conference Paper
Bitzer, S., & (2006). Learning EMG control of a robotic hand: towards active prostheses. In Proceedings of the IEEE International Conference on Robotics and Automation (ICRA 2006). doi:10.1109/ROBOT.2006.1642128
Talk (2)
2013
Talk
Bitzer, S. Dynamics of perceptual decision making. Talk_at_event presented at the 19th Annual Meeting of the Organization for Human Brain Mapping, Seattle, WA, USA. Retrieved from http://hdl.handle.net/11858/00-001M-0000-0014-4B20-9
Talk
Bitzer, S. Perceptual decision making with dynamic stimuli. Talk_at_event presented at the Institute Colloquium of the Max Planck Institute for Human Cognitive and Brain Sciences, Leipzig, Germany. Retrieved from http://hdl.handle.net/11858/00-001M-0000-0014-4B23-3
Poster (10)
2014
Poster
Grellmann, C., Neumann, J., Bitzer, S., , , Villringer, A., & Horstmann, A. Random projection for efficient dimensionality reduction in obesity-related genotype-phenotype association studies. Poster presented at the 30. Jahrestagung der Deutschen Adipositas Gesellschaft, Leipzig, Germany. Retrieved from http://hdl.handle.net/11858/00-001M-0000-002B-6102-9