• DocumentCode
    560514
  • Title

    Processing of simulated biosensor data using artificial neural networks

  • Author

    Gao, Ling

  • Author_Institution
    Shandong Provincial Key Lab. for Distrib. Comput. Software Novel Technol., ShanDong Normal Univ., Jinan, China
  • Volume
    1
  • fYear
    2011
  • fDate
    9-11 Dec. 2011
  • Firstpage
    27
  • Lastpage
    30
  • Abstract
    Probability artificial neural network (PNN) and back propagation neural network (BPNN) are used in processing of the simulated data of heavy metals biosensors. The probability artificial neural network is used in pattern recognition to determine the kinds of heavy metals in the sample. The back propagation neural network is used in prediction of the heavy metal concentrations. The results shows that these two artificial neural networks work well.
  • Keywords
    backpropagation; biology computing; biosensors; data handling; neural nets; pattern recognition; probability; artificial neural network; backpropagation neural network; biosensor data; heavy metal; pattern recognition; probability; artificial neural network; biosensor; data processing;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    IT in Medicine and Education (ITME), 2011 International Symposium on
  • Conference_Location
    Cuangzhou
  • Print_ISBN
    978-1-61284-701-6
  • Type

    conf

  • DOI
    10.1109/ITiME.2011.6130776
  • Filename
    6130776
    • Link To Document
    https://search.isc.ac/dl/search/defaultta.aspx?DTC=49&DC=560514