The prediction of bacteria type and culture growth phase by an electronic nose with a multi-layer perceptron network

Measurement Science and Technology

Volumn 9, Issue 1, 1998, Pages 120-127

  Gardner, J W ^a   Craven, M ^a   Dow, C ^a   Hines, E L ^a  

^a UNIVERSITY OF WARWICK   (United Kingdom)

Author keywords

[No Author keywords available]

Indexed keywords

BACKPROPAGATION; CELL CULTURE; CHEMICAL SENSORS; COLIFORM BACTERIA; LEARNING ALGORITHMS; LEARNING SYSTEMS; MOS DEVICES; NEURAL NETWORKS;

ELECTRONIC NOSE; ESCHERICHIA COLI; STAPHYLOCOCCUS AUREUS;

BIOSENSORS;

EID: 0031701863     PISSN: 09570233     EISSN: None     Source Type: Journal    
DOI: 10.1088/0957-0233/9/1/016     Document Type: Article

References (16)

1. Bishop C J 1995 Neural Networks for Pattern Recognition (Oxford: Oxford University Press)
2. Craven M 1997 PhD Thesis Department of Engineering, Warwick University
3. Craven M and Gardner J W 1997 Meas. Control. at press
4. Craven M A, Hines E L, Gardner J W, Horgan P, Morgan D and Ene I A 1994 Neural Networks and Expert Systems in Medicine and Healthcare ed E C Ifeachor and K G Rosen (Plymouth: University of Plymouth) pp 226-34
5. Fekadu A A, Hines E L and Gardner J W 1993 Artificial Neural Networks and Genetic Algorithms ed R F Albrecht et al (New York: Springer) pp 691-8
6. Gardner J W 1991 Sensors Actuators B 4 109-16
7. Gardner J W and Bartlett P N (eds) 1992 Sensors and Sensory Systems for an Electronic Nose (Dordrecht: Kluwer)
8. Gardner J W, Hines E L and Tang H C 1992 Sensors Actuators B 9 9-15
9. Gardner J W, Hines E L and Wilkinson M 1990 Meas. Sci. Technol. 1 446-51
10. Gibson T D, Prosser O, Hulbert J N, Marshall R W, Corcoran P, Lowery P and Ruck-Keene E A 1996 Proc. Eurosensors X, Leuven, Belgium, 8-11 September 1996 ed S Middelhoek (Amsterdam: Elsevier) pp 1341-4
11. Hines E L, Gianna C C and Gardner J W 1993 Neural Networks: Techniques and Applications ed P J Lisboa and M J Taylor (New York: Ellis-Harwood) ch 8
12. Holmberg M, Winquist F, Lundstrom I, Gardner J W and Hines E L 1995 Sensors Actuators B 26-27 246-9
13. Kress-Rogers E (ed) 1997 Handbook of Biosensors and Electronic Noses (Boca Raton, FL: CRC)
14. Schweizer-Berberich M, Vaihinger S and Gopel W 1994 Sensors Actuators B 18-19 282-90
15. Wang P, Tan Y, Xie H and Shen F Biosensors Biolectron. at press
16. Winquist F, Hornsten E G, Sundgren H and Lundstrom I 1993 Meas. Sci. Technol. 4 1493-500