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APIN
2010
151views more  APIN 2010»
13 years 5 months ago
Improved PLSOM algorithm
The original Parameter-Less Self-Organising Map (PLSOM) algorithm was introduced as a solution to the problems the Self-Organising Map (SOM) encounters when dealing with certain ty...
Erik Berglund
CORR
2007
Springer
104views Education» more  CORR 2007»
13 years 5 months ago
The Parameter-Less Self-Organizing Map algorithm
—The parameterless self-organizing map (PLSOM) is a new neural network algorithm based on the self-organizing map (SOM). It eliminates the need for a learning rate and annealing ...
Erik Berglund, Joaquin Sitte
AROBOTS
2008
131views more  AROBOTS 2008»
13 years 5 months ago
Active audition using the parameter-less self-organising map
This paper presents a novel method for enabling a robot to determine the position of a sound source in three dimensions using just two microphones and interaction with its environm...
Erik Berglund, Joaquin Sitte, Gordon Wyeth
GECCO
2004
Springer
13 years 10 months ago
Improving the Performance of a Genetic Algorithm Using a Variable-Reordering Algorithm
Genetic algorithms have been successfully applied to many difficult problems but there have been some disappointing results as well. In these cases the choice of the internal repre...
Eduardo Rodriguez-Tello, Jose Torres-Jimenez
SOFTVIS
2006
ACM
13 years 11 months ago
Novel algorithm explanation techniques for improving algorithm teaching
Andreas Kerren, Tomasz Müldner, Elhadi Shaksh...