Research Institute for Cognition and Robotics

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Publications
Filters: Author is Andre Lemme  [Clear All Filters]
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Lemme, A., Y. Meirovitch, T. Flash, and J. J. Steil, Co-articulation of straight lines with an Artificial Neural Network, : Neural Control of Movement (NCM), 2012.
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Lemme, A., F. R. Reinhart, and J. J. Steil, "Efficient online learning of a non-negative sparse autoencoder", ESANN, Bruges, d-facto, pp. 1-6, April 2010.  Download: LemmeReinhartSteil-ESANN2010.pdf (2.75 MB)
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Wrede, S., M. Johannfunke, A. Lemme, A. Nordmann, S. Rüther, A. Weirich, and J. J. Steil, "Interactive Learning of Inverse Kinematics with Nullspace Constraints using Recurrent Neural Networks", 20. Workshop on Computational Intelligence, Dortmund, Fachausschuss Computational Intelligence der VDI/VDE-Gesellschaft Mess- und Automatisierungstechnik , 2010.
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Lemme, A., A. Freire, G. Barreto, and J. J. Steil, "Kinesthetic teaching of visuomotor coordination for pointing by the humanoid robot iCub", Neurocomputing, vol. 112, pp. 179–188, 2013.
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Freire, A., A. Lemme, J. J. Steil, and G. Barreto, "Learning visuo-motor coordination for pointing without depth calculation", European Symposium on Artificial Neural Networks, pp. 91-96, 2012.
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Lemme, A., K. Neumann, F. R. Reinhart, and J. J. Steil, "Neurally imprinted stable vector fields", ESANN: best paper award, 2013.
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Lemme, A., F. R. Reinhart, and J. J. Steil, "Online learning and generalization of parts-based image representations by Non-Negative Sparse Autoencoders", Neural Networks, vol. 33, pp. 194 – 203, 2012.
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Soltoggio, A., A. Lemme, F. R. Reinhart, and J. J. Steil, "Rare neural correlations implement robotic conditioning with reward delays and disturbances", Frontiers in Neurorobotics, vol. 7, no. Research Topic: Value and Reward Based Learning in Neurobots, 2013.
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.
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Nordmann, A., C. Emmerich, S. Rüther, A. Lemme, S. Wrede, and J. J. Steil, "Teaching Nullspace Constraints in Physical Human-Robot Interaction using Reservoir Computing", International Conference on Robotics and Automation, St. Paul, pp. 1868 - 1875, 2012.
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Soltoggio, A., A. Lemme, and J. J. Steil, "Using movement primitives in interpreting and decomposing complex trajectories in learning-by-doing", IEEE International Conference on Robotics and Biomimetics: IEEE, 12/2012.

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