• DocumentCode
    171667
  • Title

    An application of the P300 event-related potential as a biometric

  • Author

    Sicheng Wang ; Yih-Choung Yu ; Gabel, Lisa

  • Author_Institution
    Dept. of Electr. & Comput. Eng., Lafayette Coll., Easton, PA, USA
  • fYear
    2014
  • fDate
    25-27 April 2014
  • Firstpage
    1
  • Lastpage
    2
  • Abstract
    The use of brain wave patterns as a biometric is highly resistant to fraud. The ease of collecting P300 event-related potentials from most subjects also makes it a potential biometric for the general public. This paper proposes a method to use topological plots typical to the study of P300 as a biometric in individual identification and authentication. The variation in latency and location of P300 response across four subjects performing the P3Speller task was studied. The result shows that three out of four subjects could be identified, though the accuracy could be further improved with more individualized pre-processing measures.
  • Keywords
    bioelectric potentials; electroencephalography; medical signal processing; P300 event-related potential; P3Speller task; biometrics; brain wave patterns; fraud resistance; individual authentication; individual identification; individualized preprocessing measures; topological plots; Authentication; Brain-computer interfaces; Correlation; Electric potential; Electroencephalography; Training; Visualization; 2D cross-correlation; BCI2000; P300 event-related potential; Signal processing; authentication; biometrics;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Bioengineering Conference (NEBEC), 2014 40th Annual Northeast
  • Conference_Location
    Boston, MA
  • Type

    conf

  • DOI
    10.1109/NEBEC.2014.6972972
  • Filename
    6972972