| Cottrell, M. and Letremy, P. (1994). Classification et analyse des correspondances au moyen de l'algorithme de Kohonen: application l'tude de donnes socio-conomiques. In Proceedings of Neuro-Nmes 94, pages 74--83. |
....algorithm ensures that, after learning, close points in the input space (according to an Euclidean distance measure for example) will be associated to the same centroid or to close centroids on the line or grid. This topological property is of most interest in many applications (see e.g. [9,10]) but this point will not be discussed here. We will focus our discussion on two aspects of the Kohonen algorithm: the vector quantization property, and the link between the distribution of centroids and the initial distribution fix) During the learning phase, the Kohonen algorithm uses ....
Cottrell M., Letremy P., Classification et analyse des correspondances au moyen de l'algorithme de Kohonen : application l'dtude de donndes socio-dconomiques, Proc. Neuro-Nimes, 74-83, 1994.
....algorithm ensures that, after learning, close points in the input space W (according to an Euclidean distance measure for example) will be associated to the same centroid or to close centroids on the line or grid. This topological property is of most interest in many applications (see e.g. [9,10]) but this point will not be discussed here. We will focus our discussion on two aspects of the Kohonen algorithm : the vector quantization property, and the link between the distribution of centroids and the initial distribution f(x) During the learning phase, the Kohonen algorithm uses ....
Cottrell M., Letremy P., Classification et analyse des correspondances au moyen de l'algorithme de Kohonen : application l'tude de donnes socio-conomiques, Proc. Neuro-Nmes, 74-83, 1994.
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Cottrell, M. and Letremy, P. (1994). Classification et analyse des correspondances au moyen de l'algorithme de Kohonen: application l'tude de donnes socio-conomiques. In Proceedings of Neuro-Nmes 94, pages 74--83.
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