Abstract
Arrays of broadly cross-reactive vapor sensors provide a man-made implementation of an olfactory system, in which an analyte elicits a response from many receptors and each receptor responds to a variety of analytes. Pattern recognition methods are then used to detect analytes based on the collective response of the sensor array. With the use of this architecture, arrays of chemically sensitive resistors made from composites of conductors and insulating organic polymers have been shown to robustly classify, identify, and quantify a diverse collection of organic vapors, even though no individual sensor responds selectively to a particular analyte. The properties and functioning of these arrays are inspired by advances in the understanding of biological olfaction, and in turn, evaluation of the performance of the man-made array provides suggestions regarding some of the fundamental odor detection principles of the mammalian olfactory system.
| Original language | English |
|---|---|
| Pages (from-to) | 663-672 |
| Number of pages | 10 |
| Journal | Accounts of Chemical Research |
| Volume | 37 |
| Issue number | 9 |
| DOIs | |
| Publication status | Published - Sep 2004 |
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ASJC Scopus subject areas
- Chemistry(all)
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Comparisons between mammalian and artificial olfaction based on arrays of carbon black-polymer composite vapor detectors. / Lewis, Nathan S.
In: Accounts of Chemical Research, Vol. 37, No. 9, 09.2004, p. 663-672.Research output: Contribution to journal › Article
}
TY - JOUR
T1 - Comparisons between mammalian and artificial olfaction based on arrays of carbon black-polymer composite vapor detectors
AU - Lewis, Nathan S
PY - 2004/9
Y1 - 2004/9
N2 - Arrays of broadly cross-reactive vapor sensors provide a man-made implementation of an olfactory system, in which an analyte elicits a response from many receptors and each receptor responds to a variety of analytes. Pattern recognition methods are then used to detect analytes based on the collective response of the sensor array. With the use of this architecture, arrays of chemically sensitive resistors made from composites of conductors and insulating organic polymers have been shown to robustly classify, identify, and quantify a diverse collection of organic vapors, even though no individual sensor responds selectively to a particular analyte. The properties and functioning of these arrays are inspired by advances in the understanding of biological olfaction, and in turn, evaluation of the performance of the man-made array provides suggestions regarding some of the fundamental odor detection principles of the mammalian olfactory system.
AB - Arrays of broadly cross-reactive vapor sensors provide a man-made implementation of an olfactory system, in which an analyte elicits a response from many receptors and each receptor responds to a variety of analytes. Pattern recognition methods are then used to detect analytes based on the collective response of the sensor array. With the use of this architecture, arrays of chemically sensitive resistors made from composites of conductors and insulating organic polymers have been shown to robustly classify, identify, and quantify a diverse collection of organic vapors, even though no individual sensor responds selectively to a particular analyte. The properties and functioning of these arrays are inspired by advances in the understanding of biological olfaction, and in turn, evaluation of the performance of the man-made array provides suggestions regarding some of the fundamental odor detection principles of the mammalian olfactory system.
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UR - http://www.scopus.com/inward/citedby.url?scp=4644239292&partnerID=8YFLogxK
U2 - 10.1021/ar030120m
DO - 10.1021/ar030120m
M3 - Article
C2 - 15379582
AN - SCOPUS:4644239292
VL - 37
SP - 663
EP - 672
JO - Accounts of Chemical Research
JF - Accounts of Chemical Research
SN - 0001-4842
IS - 9
ER -