Publications of Sebastian Bitzer

Bitzer, S.; Park, H.; Maess, B.; von Kriegstein, K.; Kiebel, S. J.: Representation of perceptual evidence in the human brain assessed by fast, within-trial dynamic stimuli. Frontiers in Human Neuroscience 14, 9 (2020)

Grellmann, C.; Neumann, J.; Bitzer, S.; Kovacs, P.; Tönjes, A.; Westlye, L. T.; Andreassen, O. A.; Stumvoll, M.; Villringer, A.; Horstmann, A.: Random projection for fast and efficient multivariate correlation analysis of high-dimensional data: A new approach. Frontiers in Genetics 7, 102 (2016)

Park, H.; Lueckmann, J.-M.; von Kriegstein, K.; Bitzer, S.; Kiebel, S. J.: Spatiotemporal dynamics of random stimuli account for trial-to-trial variability in perceptual decision making. Scientific Reports 6, 18832 (2016)

Cuevas Rivera, D.; Bitzer, S.; Kiebel, S. J.: Modelling odor decoding in the antennal lobe by combining sequential firing rate models with bayesian inference. PLoS Computational Biology 11 (10), e1004528 (2015)

Bitzer, S.; Bruineberg, J.; Kiebel, S. J.: A bayesian attractor model for perceptual decision making. PLoS Computational Biology 11 (8), e1004442 (2015)

Trapp, S.; Shenhav, A.; Bitzer, S.; Bar, M.: Human preferences are biased towards associative information. Cognition & Emotion 29 (6), pp. 1054 - 1068 (2015)

Grellmann, C.; Bitzer, S.; Neumann, J.; Westlye, L.; Andreassen, O.; Villringer, A.; Horstmann, A.: Comparison of variants of canonical correlation analysis and partial least squares for combined analysis of MRI and genetic data. NeuroImage 107, pp. 289 - 310 (2015)

Bitzer, S.; Park, H.; Blankenburg, F.; Kiebel, S. J.: Perceptual decision making: Drift-diffusion model is equivalent to a Bayesian model. Frontiers in Human Neuroscience 8, 102 (2014)

Thiel, S. D.; Bitzer, S.; Nierhaus, T.; Kalberlah, C.; Preusser, S.; Neumann, J.; Nikulin, V. V.; van der Meer, E.; Villringer, A.; Pleger, B.: Hysteresis as an implicit prior in tactile spatial decision making. PLoS One 9 (2), e89802 (2014)

Bitzer, S.; Kiebel, S.: Recognizing recurrent neural networks (rRNN): Bayesian inference for recurrent neural networks. Biological Cybernetics 106 (4-5), pp. 201 - 217 (2012)

Bitzer, S.; Williams, C. K. I.: Kick-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)

Bitzer, S.; Howard, M.; Vijayakumar, S.: Using Dimensionality Reduction to Exploit Constraints in Reinforcement Learning. In: Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS 2010). (2010)

Bitzer, S.; Klanke, S.; Vijayakumar, S.: Does Dimensionality Reduction Improve the Quality of Motion Interpolation? In: Proceedings of the 17th European Symposium on Artificial Neural Networks (ESANN ’09). (2009)

Bitzer, S.; Vijayakumar, S.: Latent Spaces for Dynamic Movement Primitives. In: Proceedings of the 9th IEEE-RAS International Conference on Humanoid Robots (Humanoids 2009). (2009)

Bitzer, S.; Havoutis, I.; Vijayakumar, S.: Synthesising Novel Movements through Latent Space Modulation of Scalable Control Policies. In: Lecture Notes in Computer Science, Vol. 5040/2008, pp. 199 - 209. (2008)

Hoffmann, H.; Petkos, G.; Bitzer, S.; Vijayakumar, S.: Sensor Assisted Adaptive Motor Control under continuously varying Context. (2007)

Bitzer, S.; van der Smagt, P.: Learning EMG control of a robotic hand: towards active prostheses. In: Proceedings of the IEEE International Conference on Robotics and Automation (ICRA 2006). (2006)

Bitzer, S.: Dynamics of perceptual decision making. 19th Annual Meeting of the Organization for Human Brain Mapping, Seattle, WA, USA (2013)

Bitzer, S.: Perceptual decision making with dynamic stimuli. Institute Colloquium of the Max Planck Institute for Human Cognitive and Brain Sciences, Leipzig, Germany (2013)

Grellmann, C.; Neumann, J.; Bitzer, S.; Kovacs, P.; Toennjes, A.; Villringer, A.; Horstmann, A.: Random projection for efficient dimensionality reduction in obesity-related genotype-phenotype association studies. 30. Jahrestagung der Deutschen Adipositas Gesellschaft, Leipzig, Germany (2014)