Research Institute for Cognition and Robotics

Universität Bielefeld › CoR-Lab

Supported by

Honda

 

HRI

 

NRW

Publications
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2004
Haschke, R., and J. J. Steil, "Input Space Bifurcation Manifolds of RNNs", Proc. ESANN: d-side publication, pp. 13-19, Apr, 2004.
Steil, J. J., "Neural Dynamics for Task-Oriented Grouping of Communicating Agents", Proc. ESANN: d-side publication, pp. 531-536, Apr, 2004.
Steil, J. J., "Backpropagation-Decorrelation: online recurrent learning with O(N) complexity", Proc. IJCNN, vol. 1, pp. 843-848, Jul, 2004.  Download: Steil_BPDC_IJCNN2004.pdf (128.47 KB)
2005
Schiller, U. D., and J. J. Steil, "Analyzing the weight dynamics of recurrent learning algorithms", Neurocomputing, vol. 63C, pp. 5-23, 2005.
Lebedev, D., J. J. Steil, and H. Ritter, "The dynamic wave expansion neural network model for robot motion planning in time-varying environments", Neural Networks, vol. 18, pp. 267-285, 2005.
Steil, J. J., G. C. Cawley, and T. Villmann, "Guest Editorial:Trends in Neurocomputing at ESANN 2004", Neurocomputing, vol. 64C, pp. 1-4, 2005.
Haschke, R., and J. J. Steil, "Input Space Bifurcation Manifolds of Recurrent Neural Networks", Neurocomputing, vol. 64C, pp. 25-38, 2005.
Lebedev, D., J. J. Steil, and H. Ritter, "An on-line neural network-based approach to dynamic path planning and coordination of two robot arms", Proc. IROS, 2005.
Haschke, R., J. J. Steil, I. Steuwer, and H. Ritter, "Task-Oriented Quality Measures for Dextrous Grasping", Proc. Conference on Computational Intelligence in Robotics and Automation, Espoo, IEEE, 2005.
Steil, J. J., "Stability of backpropagtion-decorrelation efficient O(N) recurrent learning", Proc. ESANN: d-facto publications, pp. 43-48, Apr, 2005.
Steil, J. J., "Memory in Backpropagation-Decorrelation O(N) Efficient Online Recurrent Learning", LNCS, vol. 3697, pp. 649-654, Sep, 2005.
2006
Wersing, H., S. Kirstein, M. Goetting, H. Brandl, M. Dunn, I. Mikhailova, C. Goerick, J. J. Steil, H. Ritter, and E. Koerner, "A biologically motivated system for unconstrained online learning of visual objects", Proc. of the Int. Conf. on Artificial Neural Networks (ICANN), 2006.
Weng, S., H. Wersing, J. J. Steil, and H. Ritter, "Learning Lateral Interactions for Feature Binding and Sensory Segmentation from Prototypic Basis Interactions", IEEE Transactions on Neural Networks, vol. 17, pp. 843-863, 2006.
Ritter, H., S. Weng, J. Ontrup, and J. J. Steil, "Gestalt Formation in a Competitive Layered Neural Architecture", Networks: From Biology to Theroy: Springer, pp. 169-191, 2006.
Goetting, M., J. J. Steil, H. Wersing, E. Koerner, and H. Ritter, "Adaptive scene-dependent filters in online learning environments.", Proc. Eur. Symposium Artif. Neural Networks ESANN 2006, pp. 101-106, Apr, 2006.
Steil, J. J., and H. Wersing, "Recent Trends in Online Learning for Cognitive Robotics", Proc. European Symposium on Artifical Neural Networks: d-side publications, Apr, 2006.
Steil, J. J., R. Koiva, and A. Sperduti, "Unsupervised Clustering of Continuous Trajectories of Kinematic Trees with SOM-SD", Proc. European Symposium on Artificial Neural Networks: d-side publications, Apr, 2006.
Steil, J. J., G. C. Cawley, and F. Rossi, "New Issues in Neurocomputing: 13th European Symposium on Artificial Neural Networks", Neurocomputing, vol. 69, no. 7-9, pp. 625-262, Mar, 2006.
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)
Weng, S., H. Wersing, J. J. Steil, and H. Ritter, "Learning Lateral Interactions for Feature Binding and Sensory Segmentation from Prototypic Basis Interactions", IEEE Trans. Neural Networks, May, 2006.
Klanke, S., D. Lebedev, R. Haschke, J. J. Steil, and H. Ritter, "Dynamic Path Planning for a 7-DOF Robot Arm", Proc. IROS 2006: IEEE, pp. 3879-3884, Oct, 2006.
2007
Steil, J. J., M. Goetting, H. Wersing, E. Koerner, and H. Ritter, "Adaptive scene dependent filters for segmentation and online learning of visual objects", Neurocomputing, vol. 70(7-9), pp. 1235-1246, 2007.  Download: SteilNeurocomputing2007.pdf (1.39 MB)
Ritter, H., R. Haschke, and J. J. Steil, "A Dual Interaction Perspective for Robot Cognition: Grasping as a “Rosetta Stone”", Perspectives of Neural-Symbolic Integration: Springer, 2007.  Download: RitterSteilHaschkePerspective.pdf (165.05 KB)
Wersing, H., S. Kirstein, M. Goetting, H. Brandl, M. Dunn, I. Mikhailova, C. Goerick, J. J. Steil, H. Ritter, and E. Koerner, "Online Learning of Objects and Faces in an Integrated Biologically Motivated Architecture", International Conference in Computer Vision Systems: Bielefeld University, 2007.
Wersing, H., S. Kirstein, M. Goetting, H. Brandl, M. Dunn, I. Mikhailova, C. Goerick, J. J. Steil, H. Ritter, and E. Koerner, "Online Learning of Objects in a Biologically Motivated Visual Architecture", International Journal of Neural Systems, vol. 17, pp. 219-230, 2007.  Download: OnlineLearningObjects_IJNS07.pdf (559.15 KB)

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