Dr. Sebastian Bitzer

Table of contents

    1. Contact information
    2. Personal Website
    3. CV
    4. Publications

Contact information

Sebastian Bitzer

PostDoc

Name

Dr. Sebastian Bitzer

Contact Information
Organization Name

Chair of Neuroimaging

Chair of Neuroimaging

Address work

Chair of Neuroimaging:

Falkenbrunnen, Raum 142 Chemnitzer Str. 46b

01187 Dresden

Germany

work Tel.
+49 351 463-43141
fax Fax
+49 351 463-43147

Personal Website

Go to Sebastian Bitzer's personal website.

CV

2015 - Post-doc at TU Dresden researching probabilistic models of information processing in the brain
2010 - 2015

Post-doc at Neurology Department at Max Planck Institute for Human Cognitive and Brain Sciences in Leipzig researching probabilistic models of information processing in the brain

2006 - 2010 PhD studies at the Statistical Machine Learning and Motor Control Group (Sethu Vijayakumar) at the University of Edinburgh researching machine learning methods for robotics
2005 - 2006 MSc studies at University College London in Machine Learning (formerly called “Intelligent Systems”)
2004 - 2005

Research assistant at Institute of Robotics und Mechatronics at German Aerospace Center in Munich researching EMG interfaces for prosthetic hands

2001 - 2004 BSc studies at University of Osnabrück in Cognitive Science

Publications

2016
  • 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. Front Genet, 2016, 7, 102
  • 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. Sci Rep, 2016, 6, 18832
2015
  • Bitzer, S. & Kiebel, S. J. The Brain Uses Reliability of Stimulus Information when Making Perceptual Decisions. to appear in: Advances in Neural Information Processing Systems 28, 2015, arXiv preprint
  • Bitzer, S.; Bruineberg, J. & Kiebel, S. J. A Bayesian Attractor Model for Perceptual Decision Making. PLoS Comput Biol, 2015, 11, e1004442
  • Grellmann, C.; Bitzer, S.; Neumann, J.; Westlye, L. T.; Andreassen, O. A.; Villringer, A. & Horstmann, A. Comparison of variants of canonical correlation analysis and partial least squares for combined analysis of MRI and genetic data. Neuroimage, 2015, 107, 289-310
2014
  • Trapp, S.; Shenhav, A.; Bitzer, S. & Bar, M. Human preferences are biased towards associative information. Cogn Emot, 2014, 1-15
  • 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, 2014, 9, e89802
  • 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, 2014, 8
2012
  • Bitzer, S. & Kiebel, S. Recognizing recurrent neural networks (rRNN): Bayesian inference for recurrent neural networks. Biological Cybernetics, 2012, 106, 201-217
2010
  • 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, 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.
2009
  • 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), 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.
2008
  • Bitzer, S.; Havoutis, I. & Vijayakumar, S. Synthesising Novel Movements through Latent Space Modulation of Scalable Control Policies. In Lecture Notes in Computer Science (pp. 199-209), 2008.
2007
  • Hoffmann, H., Petkos, G., Bitzer, S., & Vijayakumar, S. Sensor assisted adaptive motor control under continuously varying context. In Proceedings of the International Conference on Informatics in Control, Automation, and Robotics (ICINCO), 2007
2006
  • 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.

About this page

Darío Cuevas Rivera
Last modified: Mar 23, 2017