Dr. Sebastian Bitzer

Kontaktinformationen

Sebastian Bitzer

PostDoc

Name

Dr. Sebastian Bitzer

Kontaktinformationen
Organisationsname

Professur für Neuroimaging

Professur für Neuroimaging

Adresse work

Visitors' address:

Falkenbrunnen, Raum 142 Chemnitzer Str. 46b

01187 Dresden

Deutschland

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

Persönliche Webseite

Go to Sebastian Bitzer's personal website.

Hochschulausbildung

2006 - 2010

Promotion in der "Statistical Machine Learning and Motor Control Group" (Prof. Sethu Vijayakumar) an der University of Edinburgh, Erforschung von Methoden für das Bewegungslernen von Robotern mit Hilfe des maschinellen Lernens

2005 - 2006

Masterstudium (MSc) am University College London: "Intelligent Systems" (maschinelles Lernen)

2001 - 2004

Bachelorstudium (BSc) an der Universität Osnabrück: Cognitive Science

Arbeit

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

Post-doc in der Abteilung Neurologie im Max-Planck-Institut für Kognitions- und Neurowissenschaften in Leipzig, Erforschung von probabilistischen Modellen der Informationsverarbeitung im Gehirn

2004 - 2005

wissenschaftliche Hilfskraft am Institut für Robotik und Mechatronik im Deutschen Zentrum für Luft- und Raumfahrt (DLR) in Oberpfaffenhofen, Entwicklung einer EMG-basierten Steuerung einzelner Finger einer Roboterhand

Veröffentlichungen

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.

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Darío Cuevas Rivera
Letzte Änderung: 23.03.2017