Heiko Wersing
Heiko Wersing
Honda Research Institute Europe
Verified email at honda-ri.de
Cited by
Cited by
Learning optimized features for hierarchical models of invariant object recognition
H Wersing, E Körner
Neural Computation 15 (7), 1559-1588, 2003
A competitive-layer model for feature binding and sensory segmentation
H Wersing, JJ Steil, H Ritter
Neural Computation 13 (2), 357-387, 2001
Incremental on-line learning: A review and comparison of state of the art algorithms
V Losing, B Hammer, H Wersing
Neurocomputing 275, 1261-1274, 2018
Dynamical stability conditions for recurrent neural networks with unsaturating piecewise linear transfer functions
H Wersing, WJ Beyn, H Ritter
Neural Computation 13 (8), 1811-1825, 2001
KNN classifier with self adjusting memory for heterogeneous concept drift
V Losing, B Hammer, H Wersing
2016 IEEE 16th international conference on data mining (ICDM), 291-300, 2016
A neural network architecture for automatic segmentation of fluorescence micrographs
TW Nattkemper, H Wersing, W Schubert, H Ritter
Neurocomputing 48 (1-4), 357-367, 2002
Active 3D object localization using a humanoid robot
A Andreopoulos, S Hasler, H Wersing, H Janssen, JK Tsotsos, E Korner
IEEE Transactions on Robotics 27 (1), 47-64, 2010
Transformation-invariant representation and NMF
J Eggert, H Wersing, E Korner
2004 IEEE International Joint Conference on Neural Networks (IEEE Cat. No …, 2004
Pattern recognition with hierarchical networks
H Wersing, E Körner
US Patent 7,308,134, 2007
A biologically motivated visual memory architecture for online learning of objects
S Kirstein, H Wersing, E Körner
Neural Networks 21 (1), 65-77, 2008
Peripersonal space and object recognition for humanoids
C Goerick, H Wersing, I Mikhailova, M Dunn
5th IEEE-RAS International Conference on Humanoid Robots, 2005., 387-392, 2005
A life-long learning vector quantization approach for interactive learning of multiple categories
S Kirstein, H Wersing, HM Gross, E Körner
Neural Networks 28, 90-105, 2012
Sparse coding with invariance constraints
H Wersing, J Eggert, E Körner
Artificial Neural Networks and Neural Information Processing—ICANN/ICONIP …, 2003
Co-evolutionary modular neural networks for automatic problem decomposition
VR Khare, X Yao, B Sendhoff, Y Jin, H Wersing
2005 IEEE Congress on Evolutionary Computation 3, 2691-2698, 2005
A computational feature binding model of human texture perception
J Ontrup, H Wersing, H Ritter
Cognitive Processing 5 (1), 31-44, 2004
Evolutionary optimization of a hierarchical object recognition model
G Schneider, H Wersing, B Sendhoff, E Korner
IEEE Transactions on Systems, Man, and Cybernetics, Part B (Cybernetics) 35 …, 2005
Robot with vision-based 3D shape recognition
M Franzius, H Wersing
US Patent 8,731,719, 2014
Rapid online learning of objects in a biologically motivated recognition architecture
S Kirstein, H Wersing, E Körner
Pattern Recognition DAGM, 301-308, 2005
Learning lateral interactions for feature binding and sensory segmentation from prototypic basis interactions.
S Weng, H Wersing, JJ Steil, H Ritter
IEEE Trans. Neural Networks 17 (4), 843-862, 2006
Online learning of objects in a biologically motivated visual architecture
H Wersing, S Kirstein, M Götting, H Brandl, M Dunn, I Mikhailova, ...
International Journal of Neural Systems 17 (04), 219-230, 2007
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