31 search results - page 1 / 7 » Ensemble Methods for Multilayer Feedforward |
ESANN
2003
13 years 6 months ago
2003
Training an ensemble of networks is an interesting way to improve the performance with respect to a single network. However there are several method to construct the ensemble and t...
ESANN
2001
13 years 6 months ago
2001
In this paper, we present the results of an experimental comparison among seven different weight initialization methods in twelve different problems. The comparison is performed by...
ICMLA
2008
13 years 6 months ago
2008
In this paper, a grey neuro-adaptive control algorithm is suggested for Antilock Braking Systems (ABS). The concept of grey system theory, which has a certain prediction capabilit...
ESANN
2000
13 years 6 months ago
2000
Feed-forward neural networks (Multi-Layered Perceptrons) are used widely in real-world regression or classification tasks. A reliable and practical measure of prediction "conf...
TSD
2010
Springer
13 years 2 months ago
2010
Springer
In this paper we present a novel method for adaptation of a multi-layer perceptron neural network (MLP ANN). Nowadays, the adaptation of the ANN is usually done as an incremental r...