Research Institute for Cognition and Robotics

Universität BielefeldCoR-Lab

Publications

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Neumann, K., and J. J. Steil, "Optimizing Extreme Learning Machines via Ridge Regression and Batch Intrinsic Plasticity", Neurocomputing (Special Issue: International Symposium on Extreme Learning Machines), vol. 102, pp. 23-30, 2013.
Karaoguz, C., T. Rodemann, and B. Wrede, "Optimisation of Gaze Movement for Multitasking Using Rewards", IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS) , 2011. Abstract  Download: karaoguz_IROS11_submitted.pdf (1.93 MB)
Steil, J. J., "Online stability of backpropagation-decorrelation recurrent learning", Neurocomputing, vol. 69, no. 7-9, pp. 642-650, Mar, 2006.  Download: Steil2006-SOB-draft.pdf (159.81 KB)
Rolf, M., J. J. Steil, and M. Gienger, "Online Goal Babbling for rapid bootstrapping of inverse models in high dimensions", IEEE Int. Conf. Development and Learning and on Epigenetic Robotics (Best Student Paper Award), Frankfurt, IEEE, 08/2011.  Download: RolfSteilGienger2011-ICDL-EpiRob.pdf (1.49 MB)
Golombek, R., S. Wrede, M. Hanheide, and M. Heckmann, "Online Data-Driven Fault Detection for Robotic Systems", IEEE/RSJ International Conference on Intelligent Robots and Systems, San Francisco, USA, 2011. Abstract
Karaoguz, C., M. Dunn, T. Rodemann, and C. Goerick, "Online adaptation of gaze fixation for a stereo-vergence system with foveated vision", International Conference on Advanced Robotics, Munich, Germany, IEEE, 06/2009. Abstract  Download: karaoguz-ICAR2009.pdf (1.84 MB)