Arbeitspapier
A Simple Strategy to prune Neural Networks with an Application to Economic Time Series
A major problem in applying neural networks is specifying the sizeof the network. Even for moderately sized networks the number ofparameters may become large compared to the number of data. In thispaper network performance is examined while reducing the size of thenetwork through the use of multiple correlation coefficients andgraphical analysis of network output per hidden layer cell andinput layer cell.
- Language
-
Englisch
- Bibliographic citation
-
Series: Tinbergen Institute Discussion Paper ; No. 97-123/4
- Classification
-
Wirtschaft
- Subject
-
Neuronale Netze
Zeitreihenanalyse
Theorie
- Event
-
Geistige Schöpfung
- (who)
-
Kaashoek, Johan F.
van Dijk, Herman K.
- Event
-
Veröffentlichung
- (who)
-
Tinbergen Institute
- (where)
-
Amsterdam and Rotterdam
- (when)
-
1997
- Handle
- Last update
-
10.03.2025, 11:41 AM CET
Data provider
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ZBW - Deutsche Zentralbibliothek für Wirtschaftswissenschaften - Leibniz-Informationszentrum Wirtschaft. If you have any questions about the object, please contact the data provider.
Object type
- Arbeitspapier
Associated
- Kaashoek, Johan F.
- van Dijk, Herman K.
- Tinbergen Institute
Time of origin
- 1997
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