H.-U. Bauer

Quantifying the neighborhood preservation of self-organizing feature maps

H.-U. Bauer, Klaus Pawelzik · IEEE Transactions on Neural Networks · 1992 · 337 citations

Engineering, Machine Learning, Perfect Neighborhood Preservation +19

Growing a hypercubical output space in a self-organizing feature map

H.-U. Bauer, Thomas Villmann · IEEE Transactions on Neural Networks · 1997 · 128 citations

Geometric Learning, Engineering, Machine Learning +18

Neural maps and topographic vector quantization

H.-U. Bauer, Michael Herrmann, Thomas Villmann · Neural Networks · 1999 · 98 citations

Manifold Learning, Computational Neuroscience, Neuronal Network +4

Controlling the Magnification Factor of Self-Organizing Feature Maps

H.-U. Bauer, Ralf Der · Neural Computation · 1996 · 97 citations

Cognitive Science, Machine Vision, Image Analysis +13

Self-Organizing Maps for the Analysis of Complex Movement Patterns

H.-U. Bauer, Wolfgang I. Schöllhorn · Neural Processing Letters · 1997 · 81 citations