Eigenvalue decay: a new method for neural network regularization
This paper proposes two new training algorithms for multilayer perceptrons based on evolutionary computation, regularization, and transduction. Regularization is a commonly used technique for preventing the learning algorithm from overfitting the training data. In this context, this work introduces...
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| Outros Autores: | , |
| Formato: | article |
| Idioma: | eng |
| Publicado em: |
2014
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| Assuntos: | |
| Texto completo: | http://hdl.handle.net/10316/27727 |
| País: | Portugal |
| Oai: | oai:estudogeral.sib.uc.pt:10316/27727 |