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

被引:15
作者
Yamazaki, A [1 ]
Ludermir, TB [1 ]
de Souto, MCP [1 ]
机构
[1] Univ Fed Pernambuco, Ctr Informat, BR-50732970 Recife, PE, Brazil
关键词
D O I
10.1049/el:20010985
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
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%).
引用
收藏
页码:1466 / 1467
页数:2
相关论文
共 8 条
  • [1] CRAVEN MA, 1996, TRENDS ANAL CHEM, V5
  • [2] Gardner Julian W., 1997, P633
  • [3] Lang K. J., 1988, CMUCS88152
  • [4] MARQUARDT DW, 1963, J SOC IND APPL MATH, V11, P2
  • [5] Persaud Krishna C., 1997, P563
  • [6] PRECHELT L, 1994, 2194 U KARLSR FAK IN
  • [7] Rumelhart D.E., 1987, Parallel Distributed Processing: Explorations in the Microstructure of Cognition, P318
  • [8] YAMAZAKI A, 2001, IN PRESS 8 INT C NEU