Multilayer perceptron architectures for data compression tasks

Abstract

Different kinds of Multilayer Perceptrons, using a back-propagation learning algonthm, have been used to perform data compression tasks. Depending upon the architecture and the type of problern learned to solve ( classification or auto-association), the networks provide different kinds of dimensionality reduction preserving different properties of the data… (More)

Topics

6 Figures and Tables

Cite this paper

@inproceedings{Blanchet1989MultilayerPA, title={Multilayer perceptron architectures for data compression tasks}, author={Pascal Blanchet}, booktitle={EUROSPEECH}, year={1989} }