351 search results - page 1 / 71 » Relational generative topographic mapping |
IJON
2011
13 years 3 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
14 years 2 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
14 years 2 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 10 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
14 years 2 months ago
2007
Springer