 | 2012 |
| 66 |  | Stephan Kirstein,
Heiko Wersing,
Horst-Michael Gross,
Edgar Körner:
A life-long learning vector quantization approach for interactive learning of multiple categories.
Neural Networks 28: 90-105 (2012) |
| 2011 |
| 65 |  | Alexander Andreopoulos,
Stephan Hasler,
Heiko Wersing,
Herbert Janssen,
John K. Tsotsos,
Edgar Körner:
Active 3D Object Localization Using a Humanoid Robot.
IEEE Transactions on Robotics 27(1): 47-64 (2011) |
| 2010 |
| 64 |  | Stephan Kirstein,
Heiko Wersing,
Edgar Körner:
Towards autonomous bootstrapping for life-long learning categorization tasks.
IJCNN 2010: 1-8 |
| 63 |  | Michael Gienger,
Christian Goerick,
Edgar Körner:
Movement control in biologically plausible frames of reference.
ISR/ROBOTIK 2010: 1-7 |
| 62 |  | Christian Goerick,
Edgar Körner:
Kognitive Humanoide Robotik: Entwicklungsschritte in Lernen und Verhaltensorganisation (Cognitive Humanoid Robotics: Steps Toward Learning and Behavior Organization).
Automatisierungstechnik 58(11): 639-646 (2010) |
| 2009 |
| 61 |  | Bernhard Sendhoff,
Edgar Körner,
Olaf Sporns,
Helge Ritter,
Kenji Doya:
Creating Brain-Like Intelligence: From Basic Principles to Complex Intelligent Systems
Springer 2009 |
| 60 |  | Stephan Hasler,
Heiko Wersing,
Stephan Kirstein,
Edgar Körner:
Large-Scale Real-Time Object Identification Based on Analytic Features.
ICANN (2) 2009: 663-672 |
| 59 |  | Sven Hellbach,
Julian Eggert,
Edgar Körner,
Horst-Michael Gross:
Basis Decomposition of Motion Trajectories Using Spatio-temporal NMF.
ICANN (2) 2009: 804-814 |
| 58 |  | Florian Röhrbein,
Julian Eggert,
Edgar Körner:
Child-friendly divorcing: Incremental hierarchy learning in Bayesian networks.
IJCNN 2009: 2711-2716 |
| 57 |  | Julian Eggert,
Sven Hellbach,
Alexander Kolarow,
Edgar Körner,
Horst-Michael Gross:
Prediction and Classification of Motion Trajectories Using Spatio-Temporal NMF.
KI 2009: 597-606 |
| 56 |  | Alexander Denecke,
Heiko Wersing,
Jochen J. Steil,
Edgar Körner:
Incremental Figure-Ground Segmentation Using Localized Adaptive Metrics in LVQ.
WSOM 2009: 45-53 |
| 55 |  | Bernhard Sendhoff,
Edgar Körner,
Olaf Sporns:
Creating Brain-Like Intelligence.
Creating Brain-Like Intelligence 2009: 1-14 |
| 54 |  | Stephan Kirstein,
Alexander Denecke,
Stephan Hasler,
Heiko Wersing,
Horst-Michael Gross,
Edgar Körner:
A vision architecture for unconstrained and incremental learning of multiple categories.
Memetic Computing 1(4): 291-304 (2009) |
| 53 |  | Kenji Hosoda,
Masataka Watanabe,
Heiko Wersing,
Edgar Körner,
Hiroshi Tsujino,
Hiroshi Tamura,
Ichiro Fujita:
A Model for Learning Topographically Organized Parts-Based Representations of Objects in Visual Cortex: Topographic Nonnegative Matrix Factorization.
Neural Computation 21(9): 2605-2633 (2009) |
| 52 |  | Sven Schrader,
Marc-Oliver Gewaltig,
Ursula Körner,
Edgar Körner:
Cortext: A columnar model of bottom-up and top-down processing in the neocortex.
Neural Networks 22(8): 1055-1070 (2009) |
| 51 |  | Alexander Denecke,
Heiko Wersing,
Jochen J. Steil,
Edgar Körner:
Online figure-ground segmentation with adaptive metrics in generalized LVQ.
Neurocomputing 72(7-9): 1470-1482 (2009) |
| 2008 |
| 50 |  | Alexander Denecke,
Heiko Wersing,
Jochen J. Steil,
Edgar Körner:
Robust object segmentation by adaptive metrics in Generalized LVQ.
ESANN 2008: 319-324 |
| 49 |  | Sven Hellbach,
Sören Strauss,
Julian Eggert,
Edgar Körner,
Horst-Michael Gross:
Echo State Networks for Online Prediction of Movement Data - Comparing Investigations.
ICANN (1) 2008: 710-719 |
| 48 |  | Volker Willert,
Julian Eggert,
Marc Toussaint,
Edgar Körner:
Probabilistic Exploitation of the Lucas and Kanade Smoothness Constraint.
ICMLA 2008: 259-266 |
| 47 |  | Stephan Kirstein,
Heiko Wersing,
Horst-Michael Gross,
Edgar Körner:
A Vector Quantization Approach for Life-Long Learning of Categories.
ICONIP (1) 2008: 805-812 |
| 46 |  | Stephan Kirstein,
Heiko Wersing,
Horst-Michael Gross,
Edgar Körner:
An Integrated System for Incremental Learning of Multiple Visual Categories.
ICONIP (1) 2008: 813-820 |
| 45 |  | Sven Hellbach,
Julian Eggert,
Edgar Körner,
Horst-Michael Gross:
Time Series Analysis for Long Term Prediction of Human Movement Trajectories.
ICONIP (2) 2008: 567-574 |
| 44 |  | Sven Rebhan,
Florian Röhrbein,
Julian Eggert,
Edgar Körner:
Attention Modulation Using Short- and Long-Term Knowledge.
ICVS 2008: 151-160 |
| 43 |  | Heiko Wersing,
Stephan Kirstein,
Bernd Schneiders,
Ute Bauer-Wersing,
Edgar Körner:
Online Learning for Bootstrapping of Object Recognition and Localization in a Biologically Motivated Architecture.
ICVS 2008: 383-392 |
| 42 |  | Yaochu Jin,
Bernhard Sendhoff,
Edgar Körner:
Rule Extraction from Compact Pareto-optimal Neural Networks.
Multi-Objective Evolutionary Algorithms for Knowledge Discovery from Databases 2008: 71-90 |
| 41 |  | Jens Schmüdderich,
Volker Willert,
Julian Eggert,
Sven Rebhan,
Christian Goerick,
Gerhard Sagerer,
Edgar Körner:
Estimating Object Proper Motion Using Optical Flow, Kinematics, and Depth Information.
IEEE Transactions on Systems, Man, and Cybernetics, Part B 38(4): 1139-1151 (2008) |
| 40 |  | Michael Gienger,
Christian Goerick,
Edgar Körner:
Whole Body Motion Planning.
KI 22(4): 10-15 (2008) |
| 39 |  | Stephan Kirstein,
Heiko Wersing,
Edgar Körner:
A biologically motivated visual memory architecture for online learning of objects.
Neural Networks 21(1): 65-77 (2008) |
| 2007 |
| 38 |  | Sven Rebhan,
Julian Eggert,
Horst-Michael Groß,
Edgar Körner:
Sparse and Transformation-Invariant Hierarchical NMF.
ICANN (1) 2007: 894-903 |
| 37 |  | Julian Eggert,
Chen Zhang,
Edgar Körner:
Template Matching for Large Transformations.
ICANN (2) 2007: 169-179 |
| 36 |  | Stephan Hasler,
Heiko Wersing,
Edgar Körner:
A Comparison of Features in Parts-Based Object Recognition Hierarchies.
ICANN (2) 2007: 210-219 |
| 35 |  | Volker Willert,
Marc Toussaint,
Julian Eggert,
Edgar Körner:
Uncertainty optimization for robust dynamic optical flow estimation.
ICMLA 2007: 450-457 |
| 34 |  | Nils Einecke,
Julian Eggert,
Sven Hellbach,
Edgar Körner:
Walking Appearance Manifolds without Falling Off.
ICONIP (1) 2007: 653-662 |
| 33 |  | Daniel Weiler,
Volker Willert,
Julian Eggert,
Edgar Körner:
A Probabilistic Method for Motion Pattern Segmentation.
IJCNN 2007: 1645-1650 |
| 32 |  | Florian Röhrbein,
Julian Eggert,
Edgar Körner:
A Cortex-Inspired Neural-Symbolic Network for Knowledge Representation.
NeSy 2007 |
| 31 |  | Heiko Wersing,
Stephan Kirstein,
Michael Götting,
Holger Brandl,
Mark Dunn,
Inna Mikhailova,
Christian Goerick,
Jochen J. Steil,
Helge Ritter,
Edgar Körner:
Online Learning of Objects in a Biologically Motivated Visual Architecture.
Int. J. Neural Syst. 17(4): 219-230 (2007) |
| 30 |  | Stephan Hasler,
Heiko Wersing,
Edgar Körner:
Combining Reconstruction and Discrimination with Class-Specific Sparse Coding.
Neural Computation 19(7): 1897-1918 (2007) |
| 29 |  | Rüdiger Kupper,
Andreas Knoblauch,
Marc-Oliver Gewaltig,
Ursula Körner,
Edgar Körner:
Simulations of signal flow in a functional model of the cortical column.
Neurocomputing 70(10-12): 1711-1716 (2007) |
| 28 |  | Andreas Knoblauch,
Rüdiger Kupper,
Marc-Oliver Gewaltig,
Ursula Körner,
Edgar Körner:
A cell assembly based model for the cortical microcircuitry.
Neurocomputing 70(10-12): 1838-1842 (2007) |
| 27 |  | Jochen J. Steil,
Michael Götting,
Heiko Wersing,
Edgar Körner,
Helge Ritter:
Adaptive scene dependent filters for segmentation and online learning of visual objects.
Neurocomputing 70(7-9): 1235-1246 (2007) |
| 26 |  | Christian Goerick,
Edgar Körner:
Elements of Cognitive Robotics (Elemente kognitiver Robotik).
it - Information Technology 49(4): 213- (2007) |
| 2006 |
| 25 |  | Michael Götting,
Jochen J. Steil,
Heiko Wersing,
Edgar Körner,
Helge Ritter:
Adaptive scene-dependent filters in online learning environments.
ESANN 2006: 101-106 |
| 24 |  | Heiko Wersing,
Stephan Kirstein,
Michael Götting,
Holger Brandl,
Mark Dunn,
Inna Mikhailova,
Christian Goerick,
Jochen J. Steil,
Helge Ritter,
Edgar Körner:
A Biologically Motivated System for Unconstrained Online Learning of Visual Objects.
ICANN (2) 2006: 508-517 |
| 23 |  | Yaochu Jin,
Bernhard Sendhoff,
Edgar Körner:
Simultaneous Generation of Accurate and Interpretable Neural Network Classifiers.
Multi-Objective Machine Learning 2006: 291-312 |
| 2005 |
| 22 |  | Stephan Kirstein,
Heiko Wersing,
Edgar Körner:
Rapid Online Learning of Objects in a Biologically Motivated Recognition Architecture.
DAGM-Symposium 2005: 301-308 |
| 21 |  | Volker Willert,
Julian Eggert,
Sebastian Clever,
Edgar Körner:
Probabilistic Color Optical Flow.
DAGM-Symposium 2005: 9-16 |
| 20 |  | Yaochu Jin,
Bernhard Sendhoff,
Edgar Körner:
Evolutionary Multi-objective Optimization for Simultaneous Generation of Signal-Type and Symbol-Type Representations.
EMO 2005: 752-766 |
| 19 |  | Stephan Hasler,
Heiko Wersing,
Edgar Körner:
Class-Specific Sparse Coding for Learning of Object Representations.
ICANN (1) 2005: 475-480 |
| 18 |  | Stephan Kirstein,
Heiko Wersing,
Edgar Körner:
Online Learning for Object Recognition with a Hierarchical Visual Cortex Model.
ICANN (1) 2005: 487-492 |
| 17 |  | Martin Heckmann,
Frank Joublin,
Edgar Körner:
Sound source separation for a robot based on pitch.
IROS 2005: 2197-2202 |
| 16 |  | Wolfgang Einhäuser,
Jörg Hipp,
Julian Eggert,
Edgar Körner,
Peter König:
Learning viewpoint invariant object representations using a temporal coherence principle.
Biological Cybernetics 93(1): 79-90 (2005) |
| 15 |  | Georg Schneider,
Heiko Wersing,
Bernhard Sendhoff,
Edgar Körner:
Evolutionary optimization of a hierarchical object recognition model.
IEEE Transactions on Systems, Man, and Cybernetics, Part B 35(3): 426-437 (2005) |
| 14 |  | Rüdiger Kupper,
Marc-Oliver Gewaltig,
Ursula Körner,
Edgar Körner:
Spike-latency codes and the effect of saccades.
Neurocomputing 65-66: 189-194 (2005) |
| 2004 |
| 13 |  | Julian Eggert,
Volker Willert,
Edgar Körner:
Building a Motion Resolution Pyramid by Combining Velocity Distributions.
DAGM-Symposium 2004: 310-317 |
| 12 |  | Georg Schneider,
Heiko Wersing,
Bernhard Sendhoff,
Edgar Körner:
Coupling of Evolution and Learning to Optimize a Hierarchical Object Recognition Model.
PPSN 2004: 662-671 |
| 2003 |
| 11 |  | Heiko Wersing,
Julian Eggert,
Edgar Körner:
Sparse Coding with Invariance Constraints.
ICANN 2003: 385-392 |
| 10 |  | Heiko Wersing,
Edgar Körner:
Learning Optimized Features for Hierarchical Models of Invariant Object Recognition.
Neural Computation 15(7): 1559-1588 (2003) |
| 9 |  | Marc-Oliver Gewaltig,
Ursula Körner,
Edgar Körner:
A model of surface detection and orientation tuning in primate visual cortex.
Neurocomputing 52-54: 519-524 (2003) |
| 2002 |
| 8 |  | Botond Szatmáry,
Barnabás Póczos,
Julian Eggert,
Edgar Körner,
András Lörincz:
Non-negative matrix factorization extended by sparse code shrinkage and weight sparsification non-negative matrix factorization algorithms.
ECAI 2002: 503-507 |
| 7 |  | Heiko Wersing,
Edgar Körner:
Unsupervised Learning of Combination Features for Hierarchical Recognition Models.
ICANN 2002: 1225-1230 |
| 2001 |
| 6 |  | Tobias Rodemann,
Edgar Körner:
Two separate processing streams in a cortical-type architecture.
Neurocomputing 38-40: 1541-1547 (2001) |
| 1999 |
| 5 |  | Edgar Körner,
Marc-Oliver Gewaltig,
Ursula Körner,
Andreas Richter,
Tobias Rodemann:
A model of computation in neocortical architecture.
Neural Networks 12(7-8): 989-1005 (1999) |
| 1997 |
| 4 |  | Edgar Körner,
Ursula Körner:
Concurrent Parallel-Sequential Processing in Gamma Controlled Cortical-Type Networks of Spiking Neurones.
ICANN 1997: 91-96 |
| 3 |  | Edgar Körner,
Hiroshi Tsujino,
Tomohiko Masutani:
A Cortical-type Modular Neural Network for Hypothetical Reasoning.
Neural Networks 10(5): 791-814 (1997) |
| 1988 |
| 2 |  | Edgar Körner,
M. Gross,
Andreas Richter,
H. Shimizu:
Control of sensory processing - a hypothesis on and simulation of the architecture of an elementary cortical prosessor.
Parcella 1988: 291-297 |
| 1987 |
| 1 |  | Edgar Körner,
T. Tsuda,
H. Shimizu:
Parallel in Sequence - Towards the Architecture of an Elementary Cortical Processor.
Parallel Algorithms and Architectures 1987: 37-47 |