A New Criterion “Effectiveness factor” for Pruning Hidden Units and its Effectiveness
In this paper we propose a new criterion called “Effectiveness factor” for pruning hidden units. The performance of this criterion was tested on some examples. As for the final number of hidden units obtained, Effectiveness factor was equivalent or superior to the other conventional criterions. More...
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| Veröffentlicht in: | Nihon Shinkei Kairo Gakkai shi 1994/12/05, Vol.1(2), pp.64-68 |
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| Hauptverfasser: | , , , |
| Format: | Artikel |
| Sprache: | jpn |
| Online-Zugang: | Volltext |
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| Zusammenfassung: | In this paper we propose a new criterion called “Effectiveness factor” for pruning hidden units. The performance of this criterion was tested on some examples. As for the final number of hidden units obtained, Effectiveness factor was equivalent or superior to the other conventional criterions. Moreover computation time with this criterion is much less than the other criterions. It is, therefore, concluded that Effectiveness factor is superior to the conventional criterions. |
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| ISSN: | 1340-766X 1883-0455 |
| DOI: | 10.3902/jnns.1.64 |