Search results

Journal Article (9)

  1. 2016
    Journal Article
    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 (2016)
  2. Journal Article
    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 (2016)
  3. 2015
    Journal Article
    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) (2015)
  4. Journal Article
    Bitzer, S.; Bruineberg, J.; Kiebel, S. J.: A bayesian attractor model for perceptual decision making. PLoS Computational Biology 11 (8) (2015)
  5. Journal Article
    Trapp, S.; Shenhav, A.; Bitzer, S.; Bar, M.: Human preferences are biased towards associative information. Cognition & Emotion 29 (6), pp. 1054 - 1068 (2015)
  6. Journal Article
    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)
  7. 2014
    Journal Article
    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 (2014)
  8. Journal Article
    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) (2014)
  9. 2012
    Journal Article
    Bitzer, S.; Kiebel, S.: Recognizing recurrent neural networks (rRNN): Bayesian inference for recurrent neural networks. Biological Cybernetics 106 (4-5), pp. 201 - 217 (2012)

Conference Paper (7)

  1. 2010
    Conference Paper
    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)
  2. Conference Paper
    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)
  3. 2009
    Conference Paper
    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)
  4. Conference Paper
    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)
  5. 2008
    Conference Paper
    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)
  6. 2007
    Conference Paper
    Hoffmann, H.; Petkos, G.; Bitzer, S.; Vijayakumar, S.: Sensor Assisted Adaptive Motor Control under continuously varying Context. (2007)
  7. 2006
    Conference Paper
    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)

Talk (2)

  1. 2013
    Talk
    Bitzer, S.: Dynamics of perceptual decision making. 19th Annual Meeting of the Organization for Human Brain Mapping, Seattle, WA, USA (2013)
  2. Talk
    Bitzer, S.: Perceptual decision making with dynamic stimuli. Institute Colloquium of the Max Planck Institute for Human Cognitive and Brain Sciences, Leipzig, Germany (2013)

Poster (10)

  1. 2014
    Poster
    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)
  2. Poster
    Grellmann, C.; Neumann, J.; Bitzer, S.; Stumvoll, M.; Villringer, A.; Horstmann, A.: Comparison 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)
Go to Editor View