Search our Publications
Latest Publications
Jochen Steil, Michael Götting, Heiko Wersing, Edgar Körner, Helge Ritter , "Adaptive Scene-Dependent Filters for Segmentation and Online Learning of Visual Objects", Neurocomputing, vol. 70, pp. 1235–1246, 2007.
Download Bibtex file Download PDF
Sven Rebhan, Julian Eggert, Horst-Michael Groß, Edgar Körner , "Sparse and Transformation-Invariant Hierarchical NMF", Artificial Neural Networks, 17 th International Conference (ICANN), pp. 894–903, 2007.
AbstractThe hierarchical non-negative matrix factorization (HNMF) is a multilayer generative network for decomposing strictly positive data into strictly positive activations and base vectors in a hierarchical manner. However, the standard hierarchical NMF is not suited for overcomplete representations and does not code efficiently for transformations in the input data. Therefore we extend the standard HNMF by sparsity conditions and transformation-invar...
Download Bibtex file Download PDF
Rüdiger Kupper, Andreas Knoblauch, Marc-Oliver Gewaltig, Ursula Körner, Edgar Körner , "Simulations of signal flow in a functional model of the cortical column", Neurocomputing, vol. 70, no. 10-12, pp. 1711-1716, 2007.
AbstractWe describe the simulation of a layered cortex model based on the cortical column as a generic local processor. It simulates the signal flow in the layers I–IV of a set of model columns across three hierarchical cortical areas. It demonstrates the fast formation of an initial stimulus hypothesis, and its subsequent refinement by inter-columnar communication. In this prototype simulation, we implement word recognition from a string of characters. ...
Download Bibtex file Download PDF
Lars Gräning, Markus Olhofer, Bernhard Sendhoff , "Knowledge Extraction from Unstructured Surface Meshes", Proceedings of the 8th International Conference on Intelligent Data Egineering and Automated Learning (IDEAL), pp. 497–506, 2007.
AbstractWe propose methods that allow the investigation of local modifications of aerodynamic design data represented by discrete unstructured surface meshes. A displacement measure is suggested to evaluate local differences between the shapes. The displacement measure provides information on the amount and direction of surface modifications. Using the displacement measure in conjunction with statistical methods or data mining techniques provides meaning...
Download Bibtex file Download PDF
Lars Gräning, Yaochu Jin, Bernhard Sendhoff , "Individual-based management of meta-models for evolutionary optimization with applications to three-dimensional blade optimization", Evolutionary Computation in Dynamic and Uncertain Environments, Springer, 2007.
Download Bibtex file Download PDF
Rüdiger Kupper, Andreas Knoblauch, Ursula Körner, Edgar Körner, Marc-Oliver Gewaltig , "Fast visual responses: Is counting spikes enough?", Cosyne 2007, 4th Computational and Systems, Salt Lake City, Utah, USA, pp. 189, 2007.
AbstractIn visual processing, the cortex very quickly arrives at a hypothesis about the stimulus [1]. Thorpe et al. suggested, that this hypothesis is generated in a feed-forward network, where each feature-selective cell evaluates the order (rank) of incoming spikes [2]. However, to evaluate a rank code, every feature-selective neuron needs a local readout circuit. This is both biologically implausible and expensive to implement. We propose, that post-s...
Download Bibtex file Download PDF
Hans-Georg Beyer and Bernhard Sendhoff , "Evolutionary Algorithms in the Presence of Noise - To sample or not to sample", IEEE Symposium on Foundations of Computational Intelligence, FOCI, 2007.
Download Bibtex file Download PDF
Dudy Lim, Yew-Soon Ong, Yaochu Jin, Bernhard Sendhoff, Bu-Sung Lee , "Efficient hierarchical parallel genetic algorithms using grid computing", Future Generation Computer Systems – The International Journal of Grid Computing: Theory, Methods and Applications, vol. 23, no. 4, pp. 658-670, 2007.
Download Bibtex file Download PDF
Ingo Paenke, Bernhard Sendhoff, Jon Rowe, Chrisantha Fernando , "On the Adaptive Disadvantage of Lamarckianism in Rapidly Changing Environments", Advances in Artificial Life – Proceedings of the 9th European Conference ECAL, pp. 355–364, 2007.
Download Bibtex file Download PDF
Cem Karaoguz , "Adaptation of Gaze Fixation for An Active Stereo Vision System", University of Applied Sciences Darmstadt, 2007.
Download Bibtex file Per Mail Request
1 ... 154 155 156 157 158 159 ... 183
Follow us
