351 search results - page 1 / 71 » Relational generative topographic mapping |
IJON
2011
12 years 11 months ago
2011
Abstract. The generative topographic mapping (GTM) has been proposed as a statistical model to represent high dimensional data by means of a sparse lattice of points in latent spac...
ITCC
2005
IEEE
13 years 10 months ago
2005
IEEE
We propose a novel, computationally efficient generative topographic model for inferring low dimensional representations of high dimensional data sets, designed to exploit data s...
IDEAL
2005
Springer
13 years 10 months ago
2005
Springer
The elastic net and related algorithms, such as generative topographic mapping, are key methods for discretized dimension-reduction problems. At their heart are priors that specify...
ESANN
2003
13 years 6 months ago
2003
We consider two layered binary state neural networks in which cellular topographic self-organization occurs under correlational learning. The main result is that for separable inpu...
IDA
2007
Springer
13 years 10 months ago
2007
Springer