66 search results - page 2 / 14 » Functional preprocessing for multilayer perceptrons |
CORR
2006
Springer
13 years 5 months ago
2006
Springer
Many real world data are sampled functions. As shown by Functional Data Analysis (FDA) methods, spectra, time series, images, gesture recognition data, etc. can be processed more e...
IJON
2000
13 years 4 months ago
2000
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...
NCA
2006
IEEE
13 years 4 months ago
2006
IEEE
The use of multilayer perceptrons (MLP) with threshold functions (binary step function activations) greatly reduces the complexity of the hardware implementation of neural networks...
TNN
1998
13 years 4 months ago
1998
—In this letter we point out that multilayer neural networks (MLP’s) with either sigmoidal units or radial basis functions can be given a canonical form with positive interunit...