116 search results - page 1 / 24 » Neural Networks Training with Optimal Bounded Ellipsoid Algo... |
ISNN
2007
Springer
13 years 10 months ago
2007
Springer
Abstract. Compared to normal learning algorithms, for example backpropagation, the optimal bounded ellipsoid (OBE) algorithm has some better properties, such as faster convergence,...
ICML
2009
IEEE
13 years 11 months ago
2009
IEEE
In this work, we extend the ellipsoid method, which was originally designed for convex optimization, for online learning. The key idea is to approximate by an ellipsoid the classi...
IJCNN
2000
IEEE
13 years 9 months ago
2000
IEEE
FSKD
2007
Springer
13 years 10 months ago
2007
Springer
A proposed KFCM-based fuzzy classifier was introduced. As for the process of constructing such classifier, firstly, the original sample space is mapped into a high dimensional fea...
DATE
2008
IEEE
13 years 11 months ago
2008
IEEE
This paper presents a novel architecture for on-chip neural network training using particle swarm optimization (PSO). PSO is an evolutionary optimization algorithm with a growing ...