Learning optimized features for hierarchical models of invariant object recognition H Wersing, E Körner Neural Computation 15 (7), 1559-1588, 2003 | 257 | 2003 |
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 | 155 | 2018 |
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 | 119 | 2016 |
A competitive-layer model for feature binding and sensory segmentation H Wersing, JJ Steil, H Ritter Neural Computation 13 (2), 357-387, 2001 | 114 | 2001 |
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 | 102 | 2001 |
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 | 78 | 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 | 63 | 2010 |
Transformation-invariant representation and NMF J Eggert, H Wersing, E Korner 2004 IEEE International Joint Conference on Neural Networks (IEEE Cat. No …, 2004 | 62 | 2004 |
Pattern recognition with hierarchical networks H Wersing, E Körner US Patent 7,308,134, 2007 | 54 | 2007 |
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 | 53 | 2005 |
Personalization in Advanced Driver Assistance Systems and Autonomous Vehicles: A Review M Hasenjäger, H Wersing IEEE ITSC, 2017 | 51 | 2017 |
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 | 47 | 2012 |
A biologically motivated visual memory architecture for online learning of objects S Kirstein, H Wersing, E Körner Neural Networks 21 (1), 65-77, 2008 | 47 | 2008 |
Sparse coding with invariance constraints H Wersing, J Eggert, E Körner Artificial Neural Networks and Neural Information Processing—ICANN/ICONIP …, 2003 | 45 | 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 | 44 | 2005 |
A computational feature binding model of human texture perception J Ontrup, H Wersing, H Ritter Cognitive Processing 5 (1), 31-44, 2004 | 42 | 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 | 41 | 2005 |
Robot with vision-based 3D shape recognition M Franzius, H Wersing US Patent 8,731,719, 2014 | 40 | 2014 |
Rapid online learning of objects in a biologically motivated recognition architecture S Kirstein, H Wersing, E Körner Pattern Recognition DAGM, 301-308, 2005 | 39 | 2005 |
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 | 34 | 2007 |