Edgar Körner

Autom., 2010

Movement control in biologically plausible frames of reference.

[BibT_eX]

[DOI]

Michael Gienger

Proceedings of the ISR/ROBOTIK 2010, Proceedings for the joint conference of ISR 2010 (41st Internationel Symposium on Robotics) und ROBOTIK 2010 (6th German Conference on Robotics), 7-9 June 2010, Munich, Germany, 2010

Towards autonomous bootstrapping for life-long learning categorization tasks.

[BibT_eX]

[DOI]

Proceedings of the International Joint Conference on Neural Networks, 2010

2009

Creating Brain-Like Intelligence.

[BibT_eX]

[DOI]

Olaf Sporns

Proceedings of the Creating Brain-Like Intelligence: From Basic Principles to Complex Intelligent Systems, 2009

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

[BibT_eX]

[DOI]

Neural Networks, 2009

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

[BibT_eX]

[DOI]

Neural Comput., 2009

A vision architecture for unconstrained and incremental learning of multiple categories.

[BibT_eX]

[DOI]

Memetic Comput., 2009

Online figure-ground segmentation with adaptive metrics in generalized LVQ.

[BibT_eX]

[DOI]

Neurocomputing, 2009

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

[BibT_eX]

[DOI]

Aust. J. Intell. Inf. Process. Syst., 2009

Incremental Figure-Ground Segmentation Using Localized Adaptive Metrics in LVQ.

[BibT_eX]

[DOI]

Proceedings of the Advances in Self-Organizing Maps, 7th International Workshop, 2009

Prediction and Classification of Motion Trajectories Using Spatio-Temporal NMF.

[BibT_eX]

[DOI]

Proceedings of the KI 2009: Advances in Artificial Intelligence, 2009

Child-friendly divorcing: Incremental hierarchy learning in Bayesian networks.

[BibT_eX]

[DOI]

Florian Röhrbein

Proceedings of the International Joint Conference on Neural Networks, 2009

Brain-like intelligence inside - Towards autonomously interacting systems.

[BibT_eX]

[DOI]

Proceedings of the International Joint Conference on Neural Networks, 2009

Basis Decomposition of Motion Trajectories Using Spatio-temporal NMF.

[BibT_eX]

[DOI]

Proceedings of the Artificial Neural Networks, 2009

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

[BibT_eX]

[DOI]

Proceedings of the Artificial Neural Networks, 2009

2008

Rule Extraction from Compact Pareto-optimal Neural Networks.

[BibT_eX]

[DOI]

Yaochu Jin

Proceedings of the Multi-Objective Evolutionary Algorithms for Knowledge Discovery from Databases, 2008

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

[BibT_eX]

[DOI]

IEEE Trans. Syst. Man Cybern. Part B, 2008

A biologically motivated visual memory architecture for online learning of objects.

[BibT_eX]

[DOI]

Neural Networks, 2008

Whole Body Motion Planning.

[BibT_eX]

[DOI]

Michael Gienger

Künstliche Intell., 2008

Online Learning for Bootstrapping of Object Recognition and Localization in a Biologically Motivated Architecture.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision Systems, 6th International Conference, 2008

Attention Modulation Using Short- and Long-Term Knowledge.

[BibT_eX]

[DOI]

Proceedings of the Computer Vision Systems, 6th International Conference, 2008

An Integrated System for Incremental Learning of Multiple Visual Categories.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neuro-Information Processing, 15th International Conference, 2008

A Vector Quantization Approach for Life-Long Learning of Categories.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neuro-Information Processing, 15th International Conference, 2008

Time Series Analysis for Long Term Prediction of Human Movement Trajectories.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neuro-Information Processing, 15th International Conference, 2008

Probabilistic Exploitation of the Lucas and Kanade Smoothness Constraint.

[BibT_eX]

[DOI]

Proceedings of the Seventh International Conference on Machine Learning and Applications, 2008

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

[BibT_eX]

[DOI]

Proceedings of the Artificial Neural Networks, 2008

Robust object segmentation by adaptive metrics in Generalized LVQ.

[BibT_eX]

[DOI]

Proceedings of the 16th European Symposium on Artificial Neural Networks, 2008

2007

Combining Reconstruction and Discrimination with Class-Specific Sparse Coding.

[BibT_eX]

[DOI]

Stephan Hasler

Neural Comput., 2007

Elements of Cognitive Robotics (Elemente kognitiver Robotik).

[BibT_eX]

[DOI]

it Inf. Technol., 2007

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

[BibT_eX]

[DOI]

Neurocomputing, 2007

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

[BibT_eX]

[DOI]

Neurocomputing, 2007

A cell assembly based model for the cortical microcircuitry.

[BibT_eX]

[DOI]

Neurocomputing, 2007

Online Learning of Objects in a Biologically Motivated Visual Architecture.

[BibT_eX]

[DOI]

Int. J. Neural Syst., 2007

A Probabilistic Method for Motion Pattern Segmentation.

[BibT_eX]

[DOI]

Proceedings of the International Joint Conference on Neural Networks, 2007

A Cortex-Inspired Neural-Symbolic Network for Knowledge Representation.

[BibT_eX]

[DOI]

Florian Röhrbein

Proceedings of the 3rd International Workshop on Neural-Symbolic Learning and Reasoning, 2007

Walking Appearance Manifolds without Falling Off.

[BibT_eX]

[DOI]

Proceedings of the Neural Information Processing, 14th International Conference, 2007

Uncertainty optimization for robust dynamic optical flow estimation.

[BibT_eX]

[DOI]

Proceedings of the Sixth International Conference on Machine Learning and Applications, 2007

Sparse and Transformation-Invariant Hierarchical NMF.

[BibT_eX]

[DOI]

Proceedings of the Artificial Neural Networks, 2007

A Comparison of Features in Parts-Based Object Recognition Hierarchies.

[BibT_eX]

[DOI]

Stephan Hasler

Proceedings of the Artificial Neural Networks, 2007

Template Matching for Large Transformations.

[BibT_eX]

[DOI]

Chen Zhang

Proceedings of the Artificial Neural Networks, 2007

2006

Simultaneous Generation of Accurate and Interpretable Neural Network Classifiers.

[BibT_eX]

[DOI]

Yaochu Jin

Proceedings of the Multi-Objective Machine Learning, 2006

A Probabilistic Model for Binaural Sound Localization.

[BibT_eX]

[DOI]

IEEE Trans. Syst. Man Cybern. Part B, 2006

Non-Gaussian velocity distributions integrated over space, time, and scales.

[BibT_eX]

[DOI]

IEEE Trans. Syst. Man Cybern. Part B, 2006

A Biologically Motivated System for Unconstrained Online Learning of Visual Objects.

[BibT_eX]

[DOI]

Proceedings of the Artificial Neural Networks, 2006

Adaptive scene-dependent filters in online learning environments.

[BibT_eX]

[DOI]

Proceedings of the 14th European Symposium on Artificial Neural Networks, 2006

2005

Evolutionary optimization of a hierarchical object recognition model.

[BibT_eX]

[DOI]

IEEE Trans. Syst. Man Cybern. Part B, 2005

Spike-latency codes and the effect of saccades.

[BibT_eX]

[DOI]

Neurocomputing, 2005

Learning viewpoint invariant object representations using a temporal coherence principle.

[BibT_eX]

[DOI]

Biol. Cybern., 2005

Sound source separation for a robot based on pitch.

[BibT_eX]

[DOI]

Martin Heckmann

Frank Joublin

Proceedings of the 2005 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2005

Online Learning for Object Recognition with a Hierarchical Visual Cortex Model.

[BibT_eX]

[DOI]

Proceedings of the Artificial Neural Networks: Biological Inspirations, 2005

Class-Specific Sparse Coding for Learning of Object Representations.

[BibT_eX]

[DOI]

Stephan Hasler

Proceedings of the Artificial Neural Networks: Biological Inspirations, 2005

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

[BibT_eX]

[DOI]

Yaochu Jin

Proceedings of the Evolutionary Multi-Criterion Optimization, 2005

Probabilistic Color Optical Flow.

[BibT_eX]

[DOI]

Proceedings of the Pattern Recognition, 27th DAGM Symposium, Vienna, Austria, August 31, 2005

Rapid Online Learning of Objects in a Biologically Motivated Recognition Architecture.

[BibT_eX]

[DOI]

Proceedings of the Pattern Recognition, 27th DAGM Symposium, Vienna, Austria, August 31, 2005

2004

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

[BibT_eX]

[DOI]

Proceedings of the Parallel Problem Solving from Nature, 2004

Building a Motion Resolution Pyramid by Combining Velocity Distributions.

[BibT_eX]

[DOI]

Volker Willert

Proceedings of the Pattern Recognition, 26th DAGM Symposium, August 30, 2004

2003

Learning Optimized Features for Hierarchical Models of Invariant Object Recognition.

[BibT_eX]

[DOI]

Neural Comput., 2003

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

[BibT_eX]

[DOI]

Tobias Rodemann

Neurocomputing, 2003

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

[BibT_eX]

[DOI]

Marc-Oliver Gewaltig

Ursula Körner

Neurocomputing, 2003

Sparse Coding with Invariance Constraints.

[BibT_eX]

[DOI]

Proceedings of the Artificial Neural Networks and Neural Information Processing, 2003

2002

Unsupervised Learning of Combination Features for Hierarchical Recognition Models.

[BibT_eX]

[DOI]

Proceedings of the Artificial Neural Networks, 2002

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

[BibT_eX]

Proceedings of the 15th European Conference on Artificial Intelligence, 2002

2001

Two separate processing streams in a cortical-type architecture.

[BibT_eX]

[DOI]

Tobias Rodemann

Neurocomputing, 2001

2000

Hypothetical reasoning and brainware.

[BibT_eX]

[DOI]

Hiroshi Tsujino

Hiroshi Kondo

Appl. Math. Comput., 2000

1999

A model of computation in neocortical architecture.

[BibT_eX]

[DOI]

Neural Networks, 1999

1998

Cortical architecture and self-referential control for brain-like processing in artificial neural systems.

[BibT_eX]

[DOI]

Gen Matsumoto

Artif. Life Robotics, 1998

1997

A Cortical-type Modular Neural Network for Hypothetical Reasoning.

[BibT_eX]

[DOI]

Hiroshi Tsujino

Tomohiko Masutani

Neural Networks, 1997

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

[BibT_eX]

[DOI]

Ursula Körner

Proceedings of the Artificial Neural Networks, 1997

1988

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

[BibT_eX]

[DOI]

Proceedings of the Parcella '88, 1988

1987

Parallel in Sequence - Towards the Architecture of an Elementary Cortical Processor.

[BibT_eX]

[DOI]