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» The impact of network topology on self-organizing maps
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IWANN
1997
Springer
13 years 9 months ago
A Fast Kohonen Net Implementation for Spert-II
We present an implementation of Kohonen Self-Organizing Feature Maps for the Spert-II vector microprocessor system. The implementation supports arbitrary neural map topologies and ...
Krste Asanovic
ISNN
2005
Springer
13 years 10 months ago
Advanced Visualization Techniques for Self-organizing Maps with Graph-Based Methods
The Self-Organizing Map is a popular neural network model for data analysis, for which a wide variety of visualization techniques exists. We present a novel technique that takes th...
Georg Pölzlbauer, Andreas Rauber, Michael Dit...
WSOM
2009
Springer
13 years 9 months ago
Optimal Combination of SOM Search in Best-Matching Units and Map Neighborhood
Abstract. The distribution of a class of objects, such as images depicting a specific topic, can be studied by observing the best-matching units (BMUs) of the objects’ feature v...
Mats Sjöberg, Jorma Laaksonen
PAM
2007
Springer
13 years 11 months ago
Impact of Alias Resolution on Traceroute -Based Sample Network Topologies
Most Internet measurement studies utilize traceroute-collected path traces to build Internet maps. In this paper, we measure the impact of alias resolution problem on Internet topo...
Mehmet Hadi Gunes, Nicolas Sanchis Nielsen, Kamil ...
EAAI
2006
157views more  EAAI 2006»
13 years 4 months ago
Color reduction and estimation of the number of dominant colors by using a self-growing and self-organized neural gas
A new method for color reduction in a digital image is proposed, which is based on the development of a new neural network classifier and on a new method for Estimation of the Mos...
Antonios Atsalakis, Nikos Papamarkos