1995
ZN-Face: A system for access control using automated face recognition Proceedings Article
In: Bichsel, Martin (Hrsg.): International Workshop on Automatic Face- and Gesture-Recognition (IWAFGR95), Univ. of Zürich 1995.
ZN-Face: A system for access control using automated face recognition Proceedings Article
In: Kappen, Bert; Gielen, Stan (Hrsg.): Neural Networks: Artificial Intelligence and Industrial applications. Proc. 3rd annual SNN symposium on neural networks, Springer, Nijmegen, 1995.
Neuronale Netze: Grundlagen und Anwendungen Book Section
In: Neuro+ Fuzzy, S. 26–58, Springer, 1995.
1994
Optische Zutrittskontrolle mit ZN-Face Journal Article
In: Schweizerische Technische Zeitschrift, vol. 12, S. 25-28, 1994.
Learning to generalize from single examples in the dynamic link architecture Book Section
In: Buzsaki, G.; others, (Hrsg.): Temporal Coding in the brain, S. 205220, Springer, New York, 1994, (Reprint from [Konen, v.d. Malsburg, Neural Computation, 1993]).
A fast dynamic link matching algorithm for invariant pattern recognition Journal Article
In: Neural Networks, vol. 7, S. 1019-1030, 1994.
1993
Neural mechanisms of elastic pattern matching Technical Report
Institut für Neuroinformatik, Ruhr-Universität Bochum Bochum, no. IR-INI 93-01, 1993.
Learning to generalize from single examples in the dynamic link architecture Journal Article
In: Neural Computation, vol. 5, S. 719-735, 1993.
Applying dynamic link matching to object recognition in real world images Proceedings Article
In: Gielen, Stan (Hrsg.): International Conference on Artificial Neural Networks (ICANN), North-Holland, Amsterdam, 1993.
Distortion invariant object recognition in the dynamic link architecture Journal Article
In: IEEE Transaction on Computers, vol. 42, S. 300-311, 1993.
1992
Unsupervised symmetry detection: A network which learns from single examples Proceedings Article
In: Aleksander, Igor (Hrsg.): Proceedings of the International Conference on Artificial Neural Networks (ICANN), S. 121125, North-Holland, Amsterdam, 1992.
1991
Center of mass projection in the chiral bag model and pion photoproduction Journal Article
In: Journal of Physics G, vol. 17, S. 205, 1991.
Threshold pion photoproduction in a light-cone quark model Journal Article
In: Nuclear Physics A, vol. 529, S. 598-604, 1991.
1990
Behandlung des Schwerpunktproblems für photoinduzierte Reaktionen in relativistischen Quarkmodellen des Nukleons PhD Thesis
Universität Mainz, 1990.
Electromagnetic N --> N*(1535) transition in the relativistic constituent quark model Journal Article
In: Physical Review D, vol. 41, S. 2201-2213, 1990.
1987
Konzeption eines Experimentes am Schwerionenstrahl des UNILACS zur Messung monoenergetischer Paarkonversion Masters Thesis
Diplomarbeit, Johannes-Gutenberg-Universität Mainz, 1987.
1986
Nuclear contact times in dissipative heavy ion collisions measured via d-ray spectroscopy Proceedings Article
In: Greiner, Walter (Hrsg.): International Advanced Courses on Physics of Strong Fields, Maratea, Italy, 1986.
Suchfeld
Reinforcement Learning am realen und simulierten Cart-Pole-Swing-Up Pendulum im Vergleich Masters Thesis
TH Köln -- University of Applied Sciences, 2021, (Bachelor thesis).
TH Köln -- University of Applied Sciences, 2021, (Bachelor thesis).
Untersuchung von allgemeinen KI-Agenten für das Spiel Poker im General Board Games Framework Masters Thesis
TH Köln -- University of Applied Sciences, 2021, (Master thesis).
Erstellung eines Custom Environments in OpenAI Gym für das Spiel Ökolopoly Technical Report
TH Köln -- University of Applied Sciences 2021, (Praxisprojekt).
Temporal convolutional autoencoder for unsupervised anomaly detection in time series Journal Article
In: Applied Soft Computing, vol. 112, S. 107751, 2021.
Final adaptation reinforcement learning for N-player games Journal Article
In: arXiv preprint arXiv:2111.14375, 2021.
Surrogate-assisted optimization for augmentation of finite element techniques Journal Article
In: Journal of Computational Science, vol. 54, S. 101427, 2021.
Shedding light into the black box of reinforcement learning - extended abstract Proceedings Article
In: Hammer, Barbara; Schilling, Malte; Wiskott, Laurenz (Hrsg.): Workshop on Trustworthy AI in the Wild (at: KI 2021 - German Conf. on AI), 2021.
AlphaZero-inspirierte KI-Agenten im General Board Game Playing Masters Thesis
TH Köln -- University of Applied Sciences, 2020, (Bachelor thesis).
Geoinformationsbasierte Ermittlung und Visualisierung der Erreichbarkeit von Unternehmensniederlassungen Masters Thesis
TH Köln -- University of Applied Sciences, 2020, (Bachelor thesis).