Former positions

  • 2013-2020 University of Freiburg, Germany: Head of Brain State Decoding Lab, Computer Science Dept.
  • 2019-2020 University of Freiburg, Germany: Substitute professor for the Autonomous Intelligent Systems Lab, Computer Science Dept.
  • 2007-2013 Technical University Berlin, Germany: Postdoc researcher at Machine Learning Lab (head: Klaus-Robert Müller), Computer Science Dept.
  • 2005-2007 Fraunhofer Institute FIRST, Berlin, Germany: researcher at Intelligent Data Analysis Lab (head: Klaus-Robert Müller)
  • 2000-2005 University of Tübingen, Germany: PhD student at Computer Engineering Lab (head: Wolfgang Rosenstiel), Wilhelm-Schickard-Institut for Informatics, in collaboration with the lab of Bernhard Schölkopf (now: Max-Planck Intitute for Empirical Inference, Tübingen) and the lab of Nils Bierbaumer, Institute for Medical Psychology, Tübingen)
Interests
  • Artificial intelligence / machine learning
  • Brain state decoding
  • Brain-state modulation
  • Domain-specific regularizations
  • Embeddings, representation learning
  • Translational research, neurotechnological applications
  • Brain-computer interfacing
  • Evoked potentials
  • Oscillatory processes
  • Deep brain stimulation
  • Language processing, language rehabilitation
  • Motor rehabilitation
  • Motor performance prediction / decoding
Education
  • PhD Computer Science, 2007

    University of Tübingen, Germany

  • Diploma Computer Science (Minor: Biology), 2000

    University of Tübingen, Germany

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