Classification of vintages of wine by artificial nose using time delay neural networks

Classification of vintages of wine by artificial nose using time delay neural networks

In this paper, a pattern recognition system for an artificial nose is presented. It is composed of artificial neural networks with time delay taps on their inputs. For the classification of vintages of wine, it achieves better results (mean classification error of 4.32%), than those obtained by netw...

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Veröffentlicht in:Electronics letters 2001-11, Vol.37 (24), p.1-1
Hauptverfasser: Yamazaki, A, Ludermir, T B, de Souto, M C P
Format: Artikel
Sprache:eng
Schlagworte:
Artificial noses
Classification
Delay
Neural networks
Pattern recognition
Time delay
Vintage
Wines
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Zusammenfassung:In this paper, a pattern recognition system for an artificial nose is presented. It is composed of artificial neural networks with time delay taps on their inputs. For the classification of vintages of wine, it achieves better results (mean classification error of 4.32%), than those obtained by networks without delay taps (42.79%).
ISSN:0013-5194
1350-911X