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» Local matrix adaptation in topographic neural maps
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IJON
2011
95views more  IJON 2011»
13 years 8 days ago
Local matrix adaptation in topographic neural maps
Banchar Arnonkijpanich, Alexander Hasenfuss, Barba...
DAGSTUHL
2009
13 years 6 months ago
Median Topographic Maps for Biomedical Data Sets
Abstract. Median clustering extends popular neural data analysis methods such as the self-organizing map or neural gas to general data structures given by a dissimilarity matrix on...
Barbara Hammer, Alexander Hasenfuss, Fabrice Rossi
KES
1998
Springer
13 years 9 months ago
Intelligent control with the growing competitive linear local mapping neural network for robotic hand-eye coordination
Several intelligent features are embedded in the Growing Competitive Linear Local Mapping Neural Network. They result in an adaptive, fast-learning, very efficient control scheme, ...
Andrei Cimponeriu, Hubert Kihl
PROCEDIA
2010
115views more  PROCEDIA 2010»
13 years 3 months ago
Generative topographic mapping by deterministic annealing
Generative Topographic Mapping (GTM) is an important technique for dimension reduction which has been successfully applied to many fields. However the usual Expectation-Maximizat...
Jong Youl Choi, Judy Qiu, Marlon E. Pierce, Geoffr...