23 search results - page 1 / 5 » Interactive initialization of the multilayer perceptron |
PRL
2000
13 years 7 months ago
2000
A new multilayer preceptor initialization method is proposed and compared experimentally with a traditional random initialization method. An operator maps training-set vectors int...
EUROGP
2004
Springer
13 years 11 months ago
2004
Springer
Abstract. In this paper we conduct a comparative study between hybrid methods to optimize multilayer perceptrons: a model that optimizes the architecture and initial weights of mul...
ICCS
2001
Springer
13 years 12 months ago
2001
Springer
IJCNN
2000
IEEE
13 years 12 months ago
2000
IEEE
Artificial neural networks (ANN), esp. multilayer perceptrons (MLP) have been widely used in pattern recognition and classification. Nevertheless, how to incorporate a priori know...
IJON
2000
13 years 7 months ago
2000
A general problem in model selection is to obtain the right parameters that make a model "t observed data. For a multilayer perceptron (MLP) trained with back-propagation (BP...