ESANN 2006, 14th European Symposium on Artificial Neural Networks, Bruges, Belgium, April 26-28, 2006, Proceedings.
Self-organization, vector quantization and clustering
Man-Machine-Interfaces - Processing of nervous signals
Vision and applications
Online Learning in Cognitive Robotics
Victor Uc Cetina
: A multiagent architecture for concurrent reinforcement learning.
: Consistent estimation of the architecture of multilayer perceptrons.
: Visual object classification by sparse convolutional neural networks.
Tong Boon Tang
, Alan F. Murray
: Adaptive Sensor Modelling and Classification using a Continuous Restricted Boltzmann Machine (CRBM).
Feature extraction and variable projection
Visualization methods for data mining
Semi-blind approaches for Source Separation and Independent Component Analysis (ICA)
, Sylvain Lesage
: A survey of Sparse Component Analysis for blind source separation: principles, perspectives, and new challenges.
: Entropy-based principle and generalized contingency tables.
, Colin Fyfe
: A Gaussian process latent variable model formulation of canonical correlation analysis.
, Alexandre Aussem
: Learning with monotonicity requirements for optimal routing with end-to-end quality of service constraints.
Biologically inspired models
: Dynamical reservoir properties as network effects.
: Nonlinear transient computation and variable noise tolerance.
Neural Networks and Machine Learning in Bioinformatics - Theory and Applications
, Pierre Geurts
: Elucidating the structure of genetic regulatory networks: a study of a second order dynamical model on artificial data.
: Degeneracy in model selection for SVMs with radial Gaussian kernel.