2100 search results - page 1 / 420 » Relational Topographic Maps |
65
Voted
ESANN
2003
14 years 11 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...
107
Voted
IJON
2011
14 years 4 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...
54
Voted
IDA
2007
Springer
15 years 3 months ago
2007
Springer
ICANN
2010
Springer
14 years 10 months ago
2010
Springer
Visual recognition faces the difficult problem of recognizing objects despite the multitude of their appearances. Ample neuroscientific evidence shows that the cortex uses a topogr...
85
Voted
ANTSW
2008
Springer
14 years 10 months ago
2008
Springer
Abstract. This paper analyzes the popular ant-based clustering approach of Lumer/Faieta. Analysis of formulae unveils that ant-based clustering is strongly related to Kohonen’s S...