23 search results - page 1 / 5 » Interactive initialization of the multilayer perceptron |
52
Voted
PRL
2000
14 years 9 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
15 years 1 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
15 years 1 months ago
2001
Springer
IJCNN
2000
IEEE
15 years 1 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...
77
Voted
IJON
2000
14 years 9 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...