Robotics Innovation Center

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1. Mario Michael Krell; Sirko Straube; Hendrik Wöhrle; Frank Kirchner

   Generalizing, Optimizing, and Decoding Support Vector Machine Classification

   In: European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases. European Conference on Machine Learning …

2. Hendrik Wöhrle; Johannes Teiwes; Mario Michael Krell; Elsa Andrea Kirchner

   Processing of Physiological Data on FPGAs using reSPACE

   In: Passive BCI Community Meeting. Passive BCI Community Meeting (BCI-2014), July 16-18, Delmenhorst, Germany, Hanse Wissenschaft Kolleg, 7/2014.

3. Mario Michael Krell; Elsa Andrea Kirchner; Hendrik Wöhrle

   Our Tools for Large Scale or Embedded Processing of Physiological Data

   In: Passive BCI Community Meeting. Passive BCI Community Meeting (BCI-14), July 16-18, Delmenhorst, Germany, 7/2014.

4. Mario Michael Krell

   Introduction to the Signal Processing and Classification Environment pySPACE

   In: PyData Berlin 2014. PyData, July 25-27, Berlin, Germany, 7/2014.

5. Mario Michael Krell; David Feess; Sirko Straube

   Balanced Relative Margin Machine -The missing piece between FDA and SVM classification

   In: Pattern Recognition Letters (PRL), Vol. 41, Pages 43-52, Elsevier, 5/2014.

6. Sirko Straube; Mario Michael Krell

   How to evaluate an agents behaviour to infrequent events? - Reliable performance estimation insensitive to class distribution

   In: Frontiers in Computational Neuroscience, Vol. 8, No. 43, frontiers, 4/2014.

7. Elsa Andrea Kirchner; Su-Kyoung Kim; Sirko Straube; Anett Seeland; Hendrik Wöhrle; Mario Michael Krell; Marc Tabie; Manfred Fahle

   On the Applicability of Brain Reading for Predictive Human-Machine Interfaces in Robotics

   In: PLoS ONE, Vol. 8, No. 12, Page e81732, Public Library of Science, 12/2013.

8. Mario Michael Krell; Sirko Straube; Anett Seeland; Hendrik Wöhrle; Johannes Teiwes; Jan Hendrik Metzen; Elsa Andrea Kirchner; Frank Kirchner

   Introduction to pySPACE workflows

   In: n/a. NIPS Workshop on Machine Learning Open Source Software (MLOSS@NIPS-2013), Towards Open Workflows, December 5-10, Lake Tahoe, NV, USA, …

9. Mario Michael Krell; Sirko Straube; Anett Seeland; Hendrik Wöhrle; Johannes Teiwes; Jan Hendrik Metzen; Elsa Andrea Kirchner; Frank Kirchner

   pySPACE - a signal processing and classification environment in Python

   In: Frontiers in Neuroinformatics, Vol. 7, No. 40, Pages 1-11, frontiers, 12/2013.

10. Hendrik Wöhrle; Johannes Teiwes; Mario Michael Krell; Elsa Andrea Kirchner; Frank Kirchner

    A Dataflow-Based Mobile Brain Reading System on Chip with Supervised Online Calibration

    In: Congress Proceedings (http://www.neurotechnix.org/). International Congress on Neurotechnology, Electronics and Informatics (NEUROTECHNIX-2013), …

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