Application of Artificial Neural Networks in Multitouch-Sensitive Systems for the Detection of Nitrohydrocarbons in the Air

Artificial neural networks (ANN) were applied for use with electronic-nose generated analytical signals. The use of ANN as a sensor calibration means was evaluated. Piezoelectric quartz sensors array in addition to the ANN data allow recognition of aliphatic nitrohydrocarbons C(1)–C(3).

Detalles Bibliográficos
Autor principal: Kalach, Andrew V.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Molecular Diversity Preservation International (MDPI) 2005
Materias:
Full Research Paper
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3909368/
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author Kalach, Andrew V.
author_facet Kalach, Andrew V.
author_sort Kalach, Andrew V.
collection PubMed
description Artificial neural networks (ANN) were applied for use with electronic-nose generated analytical signals. The use of ANN as a sensor calibration means was evaluated. Piezoelectric quartz sensors array in addition to the ANN data allow recognition of aliphatic nitrohydrocarbons C(1)–C(3).
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spelling pubmed-39093682014-02-03 Application of Artificial Neural Networks in Multitouch-Sensitive Systems for the Detection of Nitrohydrocarbons in the Air Kalach, Andrew V. Sensors (Basel) Full Research Paper Artificial neural networks (ANN) were applied for use with electronic-nose generated analytical signals. The use of ANN as a sensor calibration means was evaluated. Piezoelectric quartz sensors array in addition to the ANN data allow recognition of aliphatic nitrohydrocarbons C(1)–C(3). Molecular Diversity Preservation International (MDPI) 2005-02-28 /pmc/articles/PMC3909368/ Text en © 2005 by MDPI (http://www.mdpi.org). Reproduction is permitted for non-commercial purposes.
spellingShingle Full Research Paper
Kalach, Andrew V.
Application of Artificial Neural Networks in Multitouch-Sensitive Systems for the Detection of Nitrohydrocarbons in the Air
title Application of Artificial Neural Networks in Multitouch-Sensitive Systems for the Detection of Nitrohydrocarbons in the Air
title_full Application of Artificial Neural Networks in Multitouch-Sensitive Systems for the Detection of Nitrohydrocarbons in the Air
title_fullStr Application of Artificial Neural Networks in Multitouch-Sensitive Systems for the Detection of Nitrohydrocarbons in the Air
title_full_unstemmed Application of Artificial Neural Networks in Multitouch-Sensitive Systems for the Detection of Nitrohydrocarbons in the Air
title_short Application of Artificial Neural Networks in Multitouch-Sensitive Systems for the Detection of Nitrohydrocarbons in the Air
title_sort application of artificial neural networks in multitouch-sensitive systems for the detection of nitrohydrocarbons in the air
topic Full Research Paper
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3909368/
work_keys_str_mv AT kalachandrewv applicationofartificialneuralnetworksinmultitouchsensitivesystemsforthedetectionofnitrohydrocarbonsintheair

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