Comments on "The Extreme Learning Machine"
Abstract
This comment letter points out that the essence of the "ex-treme learning machine (ELM)" recently appeared has been proposed earlier by Broomhead and Lowe and Pao et al., and discussed by other authors. Hence, it is not necessary to introduce a new name "ELM."
- Publication:
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IEEE Transactions on Neural Networks
- Pub Date:
- 2008
- DOI:
- Bibcode:
- 2008ITNN...19.1494W
- Keywords:
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- Fast training;
- fixed centers;
- pseudoinverse;
- random neu-rons;
- random vector functional link;
- C6170;
- Machine learning;
- Neurons;
- Neural networks;
- Radial basis function networks;
- Feedforward neural networks;
- Least squares approximation;
- Intersymbol interference;
- Training data;
- Multi-layer neural network;
- Multilayer perceptrons;
- random neurons