3 search results - page 1 / 1 » Multilayer Perceptrons: Approximation Order and Necessary Nu... |
TNN
2008
13 years 4 months ago
2008
Abstract--This paper considers the approximation of sufficiently smooth multivariable functions with a multilayer perceptron (MLP). For a given approximation order explicit formula...
NN
2000
Springer
13 years 4 months ago
2000
Springer
Local minima and plateaus pose a serious problem in learning of neural networks. We investigate the hierarchical geometric structure of the parameter space of three-layer perceptr...
WSCG
2004
13 years 6 months ago
2004
Forecasting of wave height is necessary in a large number of ocean coastal activities. Recently, neural networks are used for prediction and approximation of wave heights in sea a...