ESANN 2005, 13th European Symposium on Artificial Neural Networks, Bruges, Belgium, April 27-29, 2005, Proceedings.
Clustering, quantization, and self-organization
Dynamical and Numerical Aspects of Neural Computing
Jochen J. Steil
: Stability of backpropagation-decorrelation efficient O(N) recurrent learning.
Francisco R. Villatoro
: Exponential stability of implicit Euler, discrete-time Hopfield neural networks.
Mark P. Joy
: Exponential stability of stochastic, retarded neural netorks.
Artificial Neural Networks and Prognosis in Medicine
Mark P. Joy
, Simon Jones
: predicting bed demand in a hospital using neural networks and ARIMA models: a hybrid approach.
, Qing Song
: Adaptive Simultaneous Perturbation Based Pruning Algorithm for Neural Control Systems.
: Modified backward feature selection by cross validation.
Perceptrons and Multi-Layer Perceptrons
Evolutionary and neural computation
, Xin Yao
: Evolutionary framework for the construction of diverse hybrid ensembles.
Independent Component Analysis
, Lai-Wan Chan
: To apply score function difference based ICA algorithms to high-dimensional data.
Classification using non-standard metrics
: Adaptive robot learning in a non-stationary environment.
Biologically inspired models
Kernel methods and the exponential family