Abstract
We investigate the use of a regularization priorthat we show has pruning properties. Analyses areconducted both using a Bayesian framework and withthe generalization method, on a simple toyproblem. Results are thoroughly compared withthose obtained with a traditional weight decay.
| Original language | English |
|---|---|
| Journal | Neural Networks |
| Volume | 10 |
| Issue number | 6 |
| Pages (from-to) | 1053-1059 |
| ISSN | 0893-6080 |
| Publication status | Published - 1997 |