Edgar Körner

发表

Structural Synaptic Plasticity Has High Memory Capacity and Can Explain Graded Amnesia, Catastrophic Forgetting, and the Spacing Effect

Andreas Knoblauch, Friedrich T. Sommer, Edgar Körner, 2014, PloS one.

A Model for Learning Topographically Organized Parts-Based Representations of Objects in Visual Cortex: Topographic Nonnegative Matrix Factorization

Heiko Wersing, Hiroshi Tsujino, Hiroshi Tamura, 2009, Neural Computation.

Combining Reconstruction and Discrimination with Class-Specific Sparse Coding

Heiko Wersing, Stephan Hasler, Edgar Körner, 2007, Neural Computation.

Time Series Analysis for Long Term Prediction of Human Movement Trajectories

Horst-Michael Groß, Sven Hellbach, Julian Eggert, 2008, ICONIP.

Template Matching for Large Transformations

Chen Zhang, Julian Eggert, Edgar Körner, 2007, ICANN.

Concurrent Parallel-Sequential Processing in Gamma Controlled Cortical-Type Networks of Spiking Neurones

Edgar Körner, Ursula Körner, 1997, ICANN.

Rule Extraction from Compact Pareto-optimal Neural Networks

Bernhard Sendhoff, Yaochu Jin, Edgar Körner, 2008, Multi-Objective Evolutionary Algorithms for Knowledge Discovery from Databases.

A Biologically Motivated System for Unconstrained Online Learning of Visual Objects

Heiko Wersing, Helge J. Ritter, Jochen J. Steil, 2006, ICANN.

Building a Motion Resolution Pyramid by Combining Velocity Distributions

Volker Willert, Julian Eggert, Edgar Körner, 2004, DAGM-Symposium.

Simultaneous Generation of Accurate and Interpretable Neural Network Classifiers

Bernhard Sendhoff, Yaochu Jin, Edgar Körner, 2006, Multi-Objective Machine Learning.

Echo State Networks for Online Prediction of Movement Data - Comparing Investigations

Horst-Michael Groß, Sven Hellbach, Julian Eggert, 2008, ICANN.

Large-Scale Real-Time Object Identification Based on Analytic Features

Heiko Wersing, Stephan Hasler, Edgar Körner, 2009, ICANN.

Kognitive Humanoide Robotik: Entwicklungsschritte in Lernen und Verhaltensorganisation

Christian Goerick, Edgar Körner, E. Körner, 2010, Autom..

Cortext: A columnar model of bottom-up and top-down processing in the neocortex

Marc-Oliver Gewaltig, Edgar Körner, Ursula Körner, 2009, Neural Networks.

Uncertainty optimization for robust dynamic optical flow estimation

Marc Toussaint, Volker Willert, Julian Eggert, 2007, Sixth International Conference on Machine Learning and Applications (ICMLA 2007).

Does Spike-Timing-Dependent Synaptic Plasticity Couple or Decouple Neurons Firing in Synchrony?

Günther Palm, Marc-Oliver Gewaltig, Andreas Knoblauch, 2012, Front. Comput. Neurosci..

Toward Self-Referential Autonomous Learning of Object and Situation Models

Julian Eggert, Andreas Knoblauch, Florian Damerow, 2016, Cognitive Computation.

Active 3D Object Localization Using a Humanoid Robot

Heiko Wersing, John K. Tsotsos, Alexander Andreopoulos, 2011, IEEE Transactions on Robotics.

Creating Brain-Like Intelligence

Bernhard Sendhoff, Olaf Sporns, Edgar Körner, 2009, Creating Brain-Like Intelligence.

Basis Decomposition of Motion Trajectories Using Spatio-temporal NMF

Horst-Michael Groß, Sven Hellbach, Julian Eggert, 2009, ICANN.

Learning Optimized Features for Hierarchical Models of Invariant Object Recognition

Heiko Wersing, Edgar Körner, Edgar Körner, 2003, Neural Computation.

Simulations of signal flow in a functional model of the cortical column

Marc-Oliver Gewaltig, Andreas Knoblauch, Edgar Körner, 2007, Neurocomputing.

Probabilistic Exploitation of the Lucas and Kanade Smoothness Constraint

Marc Toussaint, Volker Willert, Julian Eggert, 2008, 2008 Seventh International Conference on Machine Learning and Applications.

A Cortical-type Modular Neural Network for Hypothetical Reasoning

Hiroshi Tsujino, Edgar Körner, Tomohiko Masutani, 1997, Neural Networks.

Recollection and imagination in a functional model of visual cortex

Marc-Oliver Gewaltig, Andreas Knoblauch, Edgar Körner, 2007, BMC Neuroscience.

A life-long learning vector quantization approach for interactive learning of multiple categories

Horst-Michael Groß, Heiko Wersing, Edgar Körner, 2012, Neural Networks.

Multi-Cue Motion Segmentation

Sven Hellbach, Julian Eggert, Edgar Körner, 2007 .

Creating Brain-Like Intelligence: From Basic Principles to Complex Intelligent Systems

Bernhard Sendhoff, Olaf Sporns, Kenji Doya, 2009, Creating Brain-Like Intelligence.

Experimental Evaluation of Approaches for Long Term Prediction of Human Movement Trajectories

Horst-Michael Groß, Sven Hellbach, Julian Eggert, 2009, Aust. J. Intell. Inf. Process. Syst..

Attention Modulation Using Short- and Long-Term Knowledge

Julian Eggert, Florian Röhrbein, Sven Rebhan, 2008, ICVS.

Coupling of Evolution and Learning to Optimize a Hierarchical Object Recognition Model

Heiko Wersing, Bernhard Sendhoff, Edgar Körner, 2004, PPSN.

Prediction and Classification of Motion Trajectories Using Spatio-Temporal NMF

Horst-Michael Groß, Sven Hellbach, Julian Eggert, 2009, KI.

Evolutionary optimization of a hierarchical object recognition model

Heiko Wersing, Bernhard Sendhoff, Edgar Körner, 2005, IEEE Transactions on Systems, Man, and Cybernetics, Part B (Cybernetics).

Probabilistic Color Optical Flow

Volker Willert, Julian Eggert, Sebastian Clever, 2005, DAGM-Symposium.

Class-Specific Sparse Coding for Learning of Object Representations

Heiko Wersing, Stephan Hasler, Edgar Körner, 2005, ICANN.

Unsupervised Learning of Combination Features for Hierarchical Recognition Models

Heiko Wersing, Edgar Körner, H. Wersing, 2002, ICANN.

Movement control in biologically plausible frames of reference

Michael Gienger, Christian Goerick, Edgar Körner, 2010, ISR/ROBOTIK.

Sparse Coding with Invariance Constraints

Heiko Wersing, Julian Eggert, Edgar Körner, 2003, ICANN.

A biologically motivated visual memory architecture for online learning of objects

Heiko Wersing, Edgar Körner, Stephan Kirstein, 2008, Neural Networks.

Hypothetical reasoning and brainware

Hiroshi Tsujino, Hiroshi Kondo, Edgar Körner, 2000, Appl. Math. Comput..

Sparse and Transformation-Invariant Hierarchical NMF

Horst-Michael Groß, Julian Eggert, Sven Rebhan, 2007, ICANN.

Incremental Figure-Ground Segmentation Using Localized Adaptive Metrics in LVQ

Heiko Wersing, Jochen J. Steil, Edgar Körner, 2009, WSOM.

Non-negative matrix factorization extended by sparse code shrinkage and by weight sparsification

Barnabás Póczos, Julian Eggert, Edgar Körner, 2002 .

A Cortex-Inspired Neural-Symbolic Network for Knowledge Representation

Julian Eggert, Florian Röhrbein, Edgar Körner, 2007, NeSy.

A vision architecture for unconstrained and incremental learning of multiple categories

Horst-Michael Groß, Heiko Wersing, Stephan Hasler, 2009, Memetic Comput..

Online figure-ground segmentation with adaptive metrics in generalized LVQ

Heiko Wersing, Jochen J. Steil, Edgar Körner, 2009, Neurocomputing.

Two separate processing streams in a cortical-type architecture

Tobias Rodemann, Edgar Körner, E. Körner, 2001, Neurocomputing.

A Vector Quantization Approach for Life-Long Learning of Categories

Horst-Michael Groß, Heiko Wersing, Edgar Körner, 2008, ICONIP.

Spike-latency codes and the effect of saccades

Marc-Oliver Gewaltig, Edgar Körner, Ursula Körner, 2005, Neurocomputing.

Rapid Online Learning of Objects in a Biologically Motivated Recognition Architecture

Heiko Wersing, Edgar Körner, Stephan Kirstein, 2005, DAGM-Symposium.

Control of sensory processing - a hypothesis on and simulation of the architecture of an elementary cortical prosessor

Andreas Richter, H. Shimizu, Edgar Körner, 1988, Parcella.

A Probabilistic Method for Motion Pattern Segmentation

Volker Willert, Daniel Weiler, Julian Eggert, 2007, 2007 International Joint Conference on Neural Networks.

Organisation of computation in brain-like systems.

Mitsuo Kawato, Edgar Körner, Gen Matsumoto, 1999, Neural networks : the official journal of the International Neural Network Society.

A model of surface detection and orientation tuning in primate visual cortex

Marc-Oliver Gewaltig, Edgar Körner, Ursula Körner, 2003, Neurocomputing.

A model for structural plasticity in neocortical associative networks trained by the hippocampus

Marc-Oliver Gewaltig, Andreas Knoblauch, Edgar Körner, 2007, BMC Neuroscience.

Learning viewpoint invariant object representations using a temporal coherence principle

Julian Eggert, Peter König, Wolfgang Einhäuser, 2005, Biological Cybernetics.

Walking Appearance Manifolds without Falling Off

Sven Hellbach, Julian Eggert, Nils Einecke, 2007, ICONIP.

Brain-like intelligence inside - Towards autonomously interacting systems

Edgar Körner, 2009, 2009 International Joint Conference on Neural Networks.

Child-friendly divorcing: Incremental hierarchy learning in Bayesian networks

Julian Eggert, Florian Röhrbein, Edgar Körner, 2009, 2009 International Joint Conference on Neural Networks.

Robust object segmentation by adaptive metrics in Generalized LVQ

Heiko Wersing, Jochen J. Steil, Edgar Körner, 2008, ESANN.

A model of computation in neocortical architecture

Marc-Oliver Gewaltig, Andreas Richter, Tobias Rodemann, 1999, Neural Networks.

Introduction : 1999 Special Issue Organisation of computation in brain-line systems

Mitsuo Kawato, Edgar Körner, Gen Matsumoto, 1999 .

Whole Body Motion Planning

Michael Gienger, Christian Goerick, Edgar Körner, 2008, Künstliche Intell..

Evolutionary Multi-objective Optimization for Simultaneous Generation of Signal-Type and Symbol-Type Representations

Bernhard Sendhoff, Yaochu Jin, Edgar Körner, 2005, EMO.

A cell assembly based model for the cortical microcircuitry

Marc-Oliver Gewaltig, Andreas Knoblauch, Edgar Körner, 2007, Neurocomputing.

Online Learning of Objects in a Biologically Motivated Visual Architecture

Heiko Wersing, Helge J. Ritter, Jochen J. Steil, 2007, Int. J. Neural Syst..

Online Learning for Object Recognition with a Hierarchical Visual Cortex Model

Heiko Wersing, Edgar Körner, Stephan Kirstein, 2005, ICANN.

Non-negative matrix factorization extended by sparse code shrinkage and weight sparsification non-negative matrix factorization algorithms

Barnabás Póczos, András Lörincz, Julian Eggert, 2002, ECAI.

Information processing with spiking neurons in a cortical architecture framework under the control of an oscillatory signal

Tobias Rodemann, Edgar Körner, E. Körner, 2003, Neurocomputing.

An Integrated System for Incremental Learning of Multiple Visual Categories

Horst-Michael Groß, Heiko Wersing, Edgar Körner, 2008, ICONIP.

A Comparison of Features in Parts-Based Object Recognition Hierarchies

Heiko Wersing, Stephan Hasler, Edgar Körner, 2007, ICANN.

Estimating Object Proper Motion Using Optical Flow, Kinematics, and Depth Information

Volker Willert, Julian Eggert, Gerhard Sagerer, 2008, IEEE Transactions on Systems, Man, and Cybernetics, Part B (Cybernetics).

Towards autonomous bootstrapping for life-long learning categorization tasks

Heiko Wersing, Edgar Körner, Stephan Kirstein, 2010, The 2010 International Joint Conference on Neural Networks (IJCNN).

Sound source separation for a robot based on pitch

Martin Heckmann, Frank Joublin, Edgar Körner, 2005, 2005 IEEE/RSJ International Conference on Intelligent Robots and Systems.

Adaptive scene-dependent filters in online learning environments

Heiko Wersing, Helge J. Ritter, Jochen J. Steil, 2006, ESANN.

Elements of Cognitive Robotics (Elemente kognitiver Robotik)

Christian Goerick, Edgar Körner, 2007, it Inf. Technol..

Adaptive scene dependent filters for segmentation and online learning of visual objects

Heiko Wersing, Helge J. Ritter, Jochen J. Steil, 2007, Neurocomputing.

Whole body motion planning – elements for intelligent systems designs

Michael Gienger, Christian Goerick, Edgar Körner, 2008 .

Bayesian Columnar Networks for Grounded Cognitive Systems

Julian Eggert, Florian Röhrbein, Edgar Körner, 2008 .