Research Institute for Cognition and Robotics

Universität BielefeldCoR-Lab

Publications

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Ritter, H., J. J. Steil, C. Noelker, F. Roethling, and P. McGuire, "Neural Architectures for Robotic Intelligence", Reviews in the Neurosciences, vol. 14, no. 1-2, pp. 121-143, 2003.
Ritter, H., J. J. Steil, and G. Sagerer, "Mit Kopf, Körper und Hand: Herausforderungen Humanoider Roboter", Automatisierungstechnik, special issue on "humnoid robotics", pp. 630 - 638, 11/2010.
Reinhart, F. R., A. Lemme, and J. J. Steil, "Representation and Generalization of Bi-manual Skills from Kinesthetic Teaching", 2012 IEEE-RAS International Conference on Humanoid Robots, Osaka, pp. 560 - 567, 2012.
Reinhart, F. R., and J. J. Steil, "Goal-directed movement generation with a transient-based recurrent neural network controller", Advanced Technologies for Enhanced Quality of Life: IEEE Computer Society, pp. 112-117, 2009.  Download: ReinhartSteilLabRS2009.pdf (1.15 MB)
Reinhart, F. R., "Reservoir computing with output feedback", Faculty of Technology: Bielefeld University, 2011.
Reinhart, F. R., and J. J. Steil, "Reservoir regularization stabilizes learning of Echo State Networks with output feedback", European Symposium on Artificial Neural Networks: d-facto, pp. 59 - 64, 04/2011.  Download: ReinhartSteilESANN2011.pdf (582.05 KB)
Reinhart, F. R., and J. J. Steil, "A constrained regularization approach for input-driven recurrent neural networks", Differential Equations and Dynamical Systems, vol. 19, no. 1, pp. 27 -- 46, 2011.  Download: ReinhartSteil-DEDS2009.pdf (855.27 KB)
Rabie, A., C. Lang, M. Hanheide, M. Castrillon-Santana, and G. Sagerer, "Automatic Initialization for Facial Analysis in Interactive Robotics", Proc. of 6th International Conference on Computer Vision Systems ("International Conference on Computer Vision Systems"'08), Santorini, Greece, Springer, pp. 517-526, May 2008. Abstract
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Nordmann, A., A. Tuleu, and S. Wrede, "A Domain-Specific Language and Simulation Architecture for the Oncilla Robot", ICRA 2013 Workshop on Developments of Simulation Tools for Robotics & Biomechanics, Karlsruhe, 05/2013.  Download: NordmannTuleuWrede-ICRA-SimTools.pdf (1.26 MB)