Publications
Markoffsche Felder und wechselseitige Information in der Bildverarbeitung,
: University of Bielefeld, 1993.
"A Layered Recurrent Neural Network for Feature Grouping",
ICANN97, 7th Int. Conf. on Artificial Neural Networks, Lausanne, Switzerland, pp. 439-444, Oct, 1997.
"Input-Output Stability of Recurrent Neural Networks with Delays using Circle Criteria",
NC98 Proceedings of the International ICSC/IFAC Symposium on Neural Computation, Vienna University of Technology, Austria: ICSC Academic Press, International Computer Science Conventions, Canada/Switzerland, pp. 519-525, Sep, 1998.
Input-Output Stability of Recurrent Neural Networks,
: University of Bielefeld, Faculty of Technology, 1999.
"Maximisation of stability ranges for recurrent neural networks subject to on-line adaptation",
Proc. of ESANN 99, pp. 369-374, 1999.
"Recurrent Learning of Input-Output Stable Behaviour in Function Space: A Case Study with the Roessler Attractor",
Proc. ICANN 99: IEE, pp. 761-766, 1999.
"Local input-output stability of recurrent networks with time-varying weights",
Proc. ESANN 2000, pp. 281-286, 2000.
"Robust control in closed loops realised by fast signal transmission of infinite gain neurons",
Proc. ICANN/IJCNN 2000, vol. 1, pp. 260-266, 2000.
"A Competitive Layer Model for Feature Binding and Sensory Segmentation",
Neural Computation, vol. 13, no. 2, pp. 357-387, 2001.
"Controlling Oscillatory Behaviour of a Two Neuron Recurrent Neural Network Using Inputs",
Proc. of the Int. Conf. on Artificial Neural Networks (ICANN), Wien, Austria, 2001.
"Guiding Attention for Grasping Tasks by Gestural Instruction: The GRAVIS-Robot Architecture",
Proc. IROS 2001: IEEE, pp. 1570-1577, 2001.
"Data Driven Generation of Interactions for Feature Bindingand Relaxation Labeling",
Proc. ICANN, pp. 432-437, 2002.
"Local structural stability of recurrent networks with time-varying weights",
Neurocomputing, vol. 48, no. 1-4, pp. 39-51, 2002.
"A New Wave Neural Network Dynamics for Planning Safe Paths of Autonomous Objects in a Dynamically Changing World",
Advances in Neural Networks World: WSEAS Press, pp. 141-146, 2002.
"Perspectives on Learning with Recurrent Neural Networks",
Proc. ESANN 2002, pp. 357-369, 2002.
"Multi-Modal Human-Machine Communication for Instructing Robot Grasping Tasks",
Proc. IROS: IEEE, pp. 1082-1089, 2002.
"Architekturen situierter Kommunikatoren: Von Perception über Kognition zum Lernen",
Informatik 2003, Innovative Informatikanwendungen,Beiträge der 33. Jahrestagung der Gesellschaft für Informatik e.V.: Gesellschaft für Informatik, 2003.
"Learning Compatibitlity Functions for Feature Binding and Perceptual Grouping",
Proc. of ICANN/ICONIP 2003: Springer Verlag, LNCS 2714, pp. 60-67, 2003.
"Neural Architectures for Robotic Intelligence",
Reviews in the Neurosciences, vol. 14, no. 1-2, pp. 121-143, 2003.
"A Neural Network Model that Calculates Dynamic Distance Transform for Path Planning and Exploration in a Changing Environment",
In Proc. IEEE Int. Conf. on Robotics and Automation (ICRA2003), Taipei (to appear), pp. 4209-4214, 2003.
"On the weight dynamcis of recurrent learning",
Proc. ESANN, pp. 73–78, 2003.
"Real Time Path Planning in Dynamic Environment: a Comparison of Three Neural Network Models",
Proc. IEEE Int. Conf. Systems, Man, and Cybernetics, pp. 3408-3413, 2003.
"Static Sliding Mode Phenomena in Dynamical Systems",
IEEE Trans. Automatic Control, vol. 48, no. 4, pp. 680-686, 2003.
"Learning issues in a multi-modal robot-instruction scenario",
Proc. IROS, vol. Workshop o, Oct, 2003.
"Situated robot learning for multi-modal instruction and imitation of grasping",
Robotics and Autonomous Systems, vol. Special Is, no. 47, pp. 129-141, 2004.


