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» Neural networks: Algorithms and applications
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IWANN
2007
Springer
16 years 1 months ago
Speeding Up the Dissimilarity Self-Organizing Maps by Branch and Bound
Abstract. This paper proposes to apply the branch and bound principle from combinatorial optimization to the Dissimilarity Self-Organizing Map (DSOM), a variant of the SOM that can...
Brieuc Conan-Guez, Fabrice Rossi
ICANN
2005
Springer
16 years 25 days ago
Balancing Guidance Range and Strength Optimizes Self-organization by Silicon Growth Cones
Abstract. We characterize the first hardware implementation of a selforganizing map algorithm based on axon migration. A population of silicon growth cones automatically wires a t...
Brian Taba, Kwabena Boahen
ICIP
1998
IEEE
16 years 8 months ago
Image Segmentation of Color Image Based on Region Coherency
Two-step image segmentation algorithm is proposed, which is based on region coherency for the segmentation of color image. The first step is the watershed segmentation, and the ne...
S. Ji, Heung-Won Park
IJCNN
2006
IEEE
16 years 1 months ago
Co-training using RBF Nets and Different Feature Splits
—In this paper we propose a new graph-based feature splitting algorithm maxInd, which creates a balanced split maximizing the independence between the two feature sets. We study ...
Felix Feger, Irena Koprinska
ICANN
2005
Springer
16 years 25 days ago
Ensemble of SVMs for Improving Brain Computer Interface P300 Speller Performances
Abstract. This paper addresses the problem of signal responses variability within a single subject in P300 speller Brain-Computer Interfaces. We propose here a method to cope with ...
Alain Rakotomamonjy, Vincent Guigue, G. Mallet, V....