Current Position in CoR-Lab: In order to face the enormous challenges implied by creating intelligent systems and robots robotics, the Research Institute for Cognition and Robotics (CoR-Lab) has been founded at the Bielefeld University in July 2007 under main participation of the research groups in Neuroinformatics (Prof. H. Ritter, PD Dr. J. Steil) and Applied Computer Science (Prof. G. Sagerer). It investigates artifical cognition, computer vision, neural networks, and robot learning and runs a graduate school in Cognitions and Robotics jointly with the Honda Research Institute, Europe. Currently more that 30 researchers are involved in the projects, which have access to two Honda ASIMO robots. The CoR-Lab is headed by a directorium (apl. Prof. Steil, Prof. Ritter, Prof. Sagerer, Prof. Körner) and organised by J. Steil (Managing Director) and Dr. Carola Haumann (Manging Director Graduate School). Within CoR-Lab, I am also the head of a research group "cognitive robotics and learning".
Vita: In 1993, I received the diploma in mathematics from the Bielefeld University, and joined the Neuroinformatics Group headed by Prof. H. Ritter. In 1995/96 I stayed one year at the St. Petersburg Electrotechnical University, Russia, supported by a German Academic Exchange Foundation (DAAD) grant. In 1999, I received the PhD. Degree (Dr. rer. nat) with a Dissertation on "Input-Output Stability of Recurrent Neural Networks". In 2002, I was appointed tenured senior researcher (Akad. Rat) and in 2006 my habilitation was accepted by the Faculty of Technology and I was assigned the venia legendi in Neuroinformatics. From March-July 2006 I was on leave as principal scientist at the Honda Research Institute Europe, Offenbach. In 2008, I have been appointed apl. Professor for Neuroinformatics at the Faculty of Technology. Since April 2007, I am managing director of the Research Institute for Cognition and Robotics, CoR-Lab.
Research Interests: Learning and stability in recurrent networks, reservoir networks, and nonlinear dynamics, representation in dynamical systems, robot learning, imitation learning, robot learning and system architectures, generative learning
Selected Publication: The following paper introduces the online-learning algorithm BPDC for reservoir computing and shows that it naturally arises from a constraint optimisation of the standard quadratic error function.
Research Projects:
- Research Group on Cognitive Robotics & Learning (CoR-Lab):
- ALEGRO: Autonomous Learning of Generative Representations of Objects (A. Denecke), co-superviser Dr. H. Wersing (HRI)
- Goal-directed imitation learning from humans (M. Mühlig), co-superviser Dr. M. Gienger, HRI
- neural full body motion learning (M. Rolf), co-superviser Dr. M. Gienger, HRI
- Theory of generative recurrent reservoirs (F. Reinhart)
- CITEC (Excellence Center in Cognitive Interaction Technology)
- Task-driven attention models (Dr. Anna Belardinelli, Dipl. Inf. Marco Wischnewski), co-superviser Prof. W.X. Schneider, Department of Psychology, Bielefeld University
- SFB 673 Alignment in Communication
- C4 - Adaptive alignment in human-robot-cooperation (Dr. M. Pardowitz, Dipl. Inf. J. Steffen), joint project with Prof. H. Ritter



