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ICA
2004
Springer
15 years 8 months ago
Post-nonlinear Independent Component Analysis by Variational Bayesian Learning
Post-nonlinear (PNL) independent component analysis (ICA) is a generalisation of ICA where the observations are assumed to have been generated from independent sources by linear mi...
Alexander Ilin, Antti Honkela
ESANN
2003
15 years 4 months ago
Fast approximation of the bootstrap for model selection
The bootstrap resampling method may be efficiently used to estimate the generalization error of a family of nonlinear regression models, as artificial neural networks. The main dif...
Geoffroy Simon, Amaury Lendasse, Vincent Wertz, Mi...
ICCS
2007
Springer
15 years 9 months ago
Dynamical Patterns in Scalefree Trees of Coupled 2D Chaotic Maps
New insights have been gained recently into the interplay between complex network architectures and the collective dynamics of simple elements coupled through them. The usual parad...
Zoran Levnajic, Bosiljka Tadic
WWW
2001
ACM
16 years 3 months ago
Map adaptation for users of mobile systems
Display characteristics, network Quality of Service, and the user's current task all exhibit a wide range of variation when users interact with mobile and ubiquitous devices....
Dan Chalmers, Morris Sloman, Naranker Dulay
CORR
2007
Springer
104views Education» more  CORR 2007»
15 years 3 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