Clustering properties of hierarchical self-organizing maps

By Jouko Lampinen, Erkki Oja. 1992

How researchers see this paper

The researchers whose trusted networks rank it highest, strongest advocate first. Every researcher gets a different order.

1. Pedro Contreras
2. Fionn Murtagh
3. J. Urgen Schmidhuber
4. David R Ha
5. Yoshua Bengio
6. Sergey Levine
7. Quoc V. Le
8. Chelsea Finn

Citations in the corpus

• Deep learning in neural networks: An overview (2014, background): “3) self-organizing Kohonen maps (e.g., Koikkalainen and Oja, 1990; Lampinen and Oja, 1992; Versino and Gambardella, 1996; Dittenbach et al., 2000; Rauber et al., 2002), hierarchical Gaussian potential function networks (Lee and Kil, 1991), layer-wise UL of feature hierarchies fed into SL classifiers”
• Algorithms for hierarchical clustering: an overview (2012, background): “Lampinen and Oja, 40 Dittenbach et al., 41 and Endo et al. 42 elaborate on the Kohonen map in this way.”
• Algorithms for hierarchical clustering: an overview, II (2017, background): “Lampinen and Oja (1992), Dittenbach et al. (2002) and Endo et al. (2002) elaborate on the Kohonen map in this way.”