21 search results - page 1 / 5 » The impact of network topology on self-organizing maps |
GECCO
2009
Springer
13 years 11 months ago
2009
Springer
In this paper, we study instances of complex neural networks, i.e. neural networks with complex topologies. We use Self-Organizing Map neural networks whose neighborhood relations...
NPL
2002
13 years 4 months ago
2002
Recently, feature maps have been applied to various problem domains.The success of some of these applications critically depends on whether feature maps are topologically ordered. ...
IJCNN
2000
IEEE
13 years 9 months ago
2000
IEEE
It is often reported in the technique literature that the success of the self-organizing feature map (SOM) formation is critically dependent on the initial weights and the selectio...
ICANN
2003
Springer
13 years 9 months ago
2003
Springer
One interesting way of accessing collections of multimedia objects is by methods of visualization and clustering. Growing self-organizing maps provide such a solution, which adapts...
IJCNN
2000
IEEE
13 years 9 months ago
2000
IEEE
—A predictive, multiple model control strategy is developed by extension of self-organizing map (SOM) local dynamic modeling of nonlinear autonomous systems to a control framewor...