메뉴 건너뛰기




Volumn 117, Issue 1, 2006, Pages 65-73

A multi-module artificial neural network approach to pattern recognition with optimized nanostructured sensor array

Author keywords

Nanostructures; Neural networks; Pattern recognition; Selectivity; Sensor array; Volatile organic compounds

Indexed keywords

ACTUATORS; NANOSTRUCTURED MATERIALS; NEURAL NETWORKS; OPTIMIZATION; PATTERN RECOGNITION; SENSITIVITY ANALYSIS; VOLATILE ORGANIC COMPOUNDS;

EID: 33745713714     PISSN: 09254005     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.snb.2005.11.002     Document Type: Article
Times cited : (25)

References (29)
  • 1
    • 0742321804 scopus 로고    scopus 로고
    • Gold nanoparticles: assembly, supramolecular chemistry, quantum-size-related properties, and applications toward biology, catalysis, and nanotechnology
    • Daniel M.C., and Astruc D. Gold nanoparticles: assembly, supramolecular chemistry, quantum-size-related properties, and applications toward biology, catalysis, and nanotechnology. Chem. Rev. 104 (2004) 293-346
    • (2004) Chem. Rev. , vol.104 , pp. 293-346
    • Daniel, M.C.1    Astruc, D.2
  • 2
    • 0032119626 scopus 로고    scopus 로고
    • Colloidal metal-insulator-metal ensemble chemiresistor sensor
    • Wohltjen H., and Snow A.W. Colloidal metal-insulator-metal ensemble chemiresistor sensor. Anal. Chem. 70 (1998) 2856-2859
    • (1998) Anal. Chem. , vol.70 , pp. 2856-2859
    • Wohltjen, H.1    Snow, A.W.2
  • 3
    • 0034127479 scopus 로고    scopus 로고
    • Vapour sensing using hybrid organic-inorganic nanostructured materials
    • Evans S.D., Johnson S.R., Cheng Y.L., and Shen T. Vapour sensing using hybrid organic-inorganic nanostructured materials. J. Mater. Chem. 10 (2000) 183-188
    • (2000) J. Mater. Chem. , vol.10 , pp. 183-188
    • Evans, S.D.1    Johnson, S.R.2    Cheng, Y.L.3    Shen, T.4
  • 4
    • 0035883273 scopus 로고    scopus 로고
    • Core-shell nanostructured nanoparticle films as chemically sensitive interfaces
    • Han L., Daniel D.R., Maye M.M., and Zhong C.J. Core-shell nanostructured nanoparticle films as chemically sensitive interfaces. Anal. Chem. 73 (2001) 4441-4449
    • (2001) Anal. Chem. , vol.73 , pp. 4441-4449
    • Han, L.1    Daniel, D.R.2    Maye, M.M.3    Zhong, C.J.4
  • 5
    • 0037205907 scopus 로고    scopus 로고
    • Electron hopping conductivity and vapor sensing properties of flexible network polymer films of metal nanoparticles
    • Zamborini F.P., Leopold M.C., Hicks J.F., Kulesza P.J., Malik M.A., and Murray R.W. Electron hopping conductivity and vapor sensing properties of flexible network polymer films of metal nanoparticles. J. Am. Chem. Soc. 124 (2002) 8958-8964
    • (2002) J. Am. Chem. Soc. , vol.124 , pp. 8958-8964
    • Zamborini, F.P.1    Leopold, M.C.2    Hicks, J.F.3    Kulesza, P.J.4    Malik, M.A.5    Murray, R.W.6
  • 6
    • 0037446694 scopus 로고    scopus 로고
    • Sorptive behavior of monolayer-protected gold nanoparticle films: implications for chemical vapor sensing
    • Grate J.W., Nelson D.A., and Skaggs R. Sorptive behavior of monolayer-protected gold nanoparticle films: implications for chemical vapor sensing. Anal. Chem. 75 (2003) 1868-1879
    • (2003) Anal. Chem. , vol.75 , pp. 1868-1879
    • Grate, J.W.1    Nelson, D.A.2    Skaggs, R.3
  • 7
    • 0037099129 scopus 로고    scopus 로고
    • Dual-chemiresistor GC detector employing layer-protected metal nanocluster interfaces
    • Cai Q.Y., and Zellers E.T. Dual-chemiresistor GC detector employing layer-protected metal nanocluster interfaces. Anal. Chem. 74 (2002) 3533-3539
    • (2002) Anal. Chem. , vol.74 , pp. 3533-3539
    • Cai, Q.Y.1    Zellers, E.T.2
  • 10
    • 2542458403 scopus 로고    scopus 로고
    • Remarks on the use of multilayer perceptrons for the analysis of chemical sensor array data
    • Pardo M., and Sberveglieri G. Remarks on the use of multilayer perceptrons for the analysis of chemical sensor array data. IEEE Sens. J. 4 June (3) (2004)
    • (2004) IEEE Sens. J. , vol.4 , Issue.June 3
    • Pardo, M.1    Sberveglieri, G.2
  • 11
    • 2342625315 scopus 로고    scopus 로고
    • Adaptive K-NN for the detection of air pollutants with a sensor array
    • Roncaglia A., Elmi I., Dori L., and Rudan M. Adaptive K-NN for the detection of air pollutants with a sensor array. IEEE Sens. J. 4 April (2) (2004)
    • (2004) IEEE Sens. J. , vol.4 , Issue.April 2
    • Roncaglia, A.1    Elmi, I.2    Dori, L.3    Rudan, M.4
  • 12
    • 0037374739 scopus 로고    scopus 로고
    • Application of Principal component analysis and artificial neural networks to recognize the individual VOCs of methanol/2-propanol in a binary mixture by SAW multi-sensor array
    • Penza M., and Cassano G. Application of Principal component analysis and artificial neural networks to recognize the individual VOCs of methanol/2-propanol in a binary mixture by SAW multi-sensor array. Sens. Actuators B 89 (2003) 269-284
    • (2003) Sens. Actuators B , vol.89 , pp. 269-284
    • Penza, M.1    Cassano, G.2
  • 13
    • 0037085623 scopus 로고    scopus 로고
    • Wavelet transform and fuzzy ARTMAP-based pattern recognition for fast gas identification using a micro-hotplate gas sensor
    • Llobet E., Brezmes J., Ionescu R., Vilanova X., Al-Khalifa S., Gardner J.W., Barsan N., and Correig X. Wavelet transform and fuzzy ARTMAP-based pattern recognition for fast gas identification using a micro-hotplate gas sensor. Sens. Actuators B 83 (2002) 238-244
    • (2002) Sens. Actuators B , vol.83 , pp. 238-244
    • Llobet, E.1    Brezmes, J.2    Ionescu, R.3    Vilanova, X.4    Al-Khalifa, S.5    Gardner, J.W.6    Barsan, N.7    Correig, X.8
  • 14
    • 0034228462 scopus 로고    scopus 로고
    • Computational methods for the analysis of chemical sensor array data from volatile analytes
    • Jurs P.C., Bakken G.A., and McClelland H.E. Computational methods for the analysis of chemical sensor array data from volatile analytes. Chem. Rev. 100 (2000) 2649-2678
    • (2000) Chem. Rev. , vol.100 , pp. 2649-2678
    • Jurs, P.C.1    Bakken, G.A.2    McClelland, H.E.3
  • 16
    • 0002496234 scopus 로고    scopus 로고
    • Determining the minimum number of sensors required for multiple vapor recognition with arrays of polymer-coated SAW sensors
    • Park J., and Zellers E.T. Determining the minimum number of sensors required for multiple vapor recognition with arrays of polymer-coated SAW sensors. Proc. Electrochem. Soc. 99 (1999) 132-137
    • (1999) Proc. Electrochem. Soc. , vol.99 , pp. 132-137
    • Park, J.1    Zellers, E.T.2
  • 17
    • 0033198573 scopus 로고    scopus 로고
    • Vapor recognition with small arrays of polymer-coated microsensors
    • Park J., Groves W.A., and Zellers E.T. Vapor recognition with small arrays of polymer-coated microsensors. Anal. Chem. 71 (1999) 3877-3886
    • (1999) Anal. Chem. , vol.71 , pp. 3877-3886
    • Park, J.1    Groves, W.A.2    Zellers, E.T.3
  • 19
    • 14744294410 scopus 로고    scopus 로고
    • Classification of beverages using a reduced sensor array
    • Ciosek P., Brzózka Z., and Wróblewski W. Classification of beverages using a reduced sensor array. Sens. Actuators B 103 (2004) 76-83
    • (2004) Sens. Actuators B , vol.103 , pp. 76-83
    • Ciosek, P.1    Brzózka, Z.2    Wróblewski, W.3
  • 21
    • 0035545613 scopus 로고    scopus 로고
    • Artificial intelligence methods for selection of an optimized sensor array for identification of volatile organic compounds
    • Polikar R., Shinar R., Udpa L., and Porter D.M. Artificial intelligence methods for selection of an optimized sensor array for identification of volatile organic compounds. Sens. Actuators B 80 (2001) 243-254
    • (2001) Sens. Actuators B , vol.80 , pp. 243-254
    • Polikar, R.1    Shinar, R.2    Udpa, L.3    Porter, D.M.4
  • 22
    • 0037140614 scopus 로고    scopus 로고
    • Optimization of absorption-based optical chemical sensors that employ a single-reflection configuration
    • Polerecky L., Burke C.S., and MacCraith B.D. Optimization of absorption-based optical chemical sensors that employ a single-reflection configuration. Appl. Opt. 41 (2002) 2879-2887
    • (2002) Appl. Opt. , vol.41 , pp. 2879-2887
    • Polerecky, L.1    Burke, C.S.2    MacCraith, B.D.3
  • 25
    • 0034226549 scopus 로고    scopus 로고
    • Sensing film selection of QCM ordor sensor suitable for apple flavor discrimination
    • Nakamura K., Suzuki T., Nakamoto T., and Moriizumi T. Sensing film selection of QCM ordor sensor suitable for apple flavor discrimination. IEICE Trans. Electron. E83 (2000) 1051-1056
    • (2000) IEICE Trans. Electron. , vol.E83 , pp. 1051-1056
    • Nakamura, K.1    Suzuki, T.2    Nakamoto, T.3    Moriizumi, T.4
  • 26
    • 0034297671 scopus 로고    scopus 로고
    • Classification and evaluation of sensing films for QCM ordor sensors by steady-state sensor response measurement
    • Nakamoto T., nakamura K., and Moriizumi T. Classification and evaluation of sensing films for QCM ordor sensors by steady-state sensor response measurement. Sens. Acuators B 69 (2000) 295-301
    • (2000) Sens. Acuators B , vol.69 , pp. 295-301
    • Nakamoto, T.1    nakamura, K.2    Moriizumi, T.3
  • 27
    • 0033990902 scopus 로고    scopus 로고
    • Multi-channel piezoelectric quartz crystal sensor for organic vapours
    • Chang P., and Shih J.S. Multi-channel piezoelectric quartz crystal sensor for organic vapours. Anal. Chim. Acta 403 (2000) 39-48
    • (2000) Anal. Chim. Acta , vol.403 , pp. 39-48
    • Chang, P.1    Shih, J.S.2
  • 28
    • 33745720807 scopus 로고
    • Some methods for classification and analysis of multivariate observations
    • McQueen J. Some methods for classification and analysis of multivariate observations. Comput. Chem. 4 (1967) 257-272
    • (1967) Comput. Chem. , vol.4 , pp. 257-272
    • McQueen, J.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.