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Effects of Category Labels on P300 in Facial Recognition

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Brain and Health Informatics (BHI 2013)

Part of the book series: Lecture Notes in Computer Science ((LNAI,volume 8211))

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Abstract

Gordon and Tanaka (2011) suggested that name labels such as “Joe” facilitated face memory and elicited large P300. However, when name labeling was used in Brain Computer Interface (BCI) by which users can choose people with their faces, preserved P300 response to the previous target might be problematic because of the effect of memory. Our study utilized categorical labels of occupation instead of name labels, and investigated the effects of task-relevancy, face exposure and category labels in face selection task. Participants were required to judge whether each stimulus was a target or not. Results showed that although it was consistent with the name-label situation that P300 was enhanced by task-relevant targets, repeated exposure to previous target didn’t increase P300 in category-label situation in contrast to the previous study. These results suggest that categorical labeling is more appropriate for BCIs, because task-relevant target face elicits larger P300 than other faces.

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References

  1. Vidal, J.J.: Toward Direct Brain-Computer Communication. Annu. Rev. Biophys. Bio. 2(1), 157–180 (1973)

    Article  Google Scholar 

  2. Farwell, L.A., Donchin, E.: Talking off the Top of Your Head: Toward a Mental Prosthesis Utilizing Event-related Brain Potentials. Electroen. Clin. Neuro. 70(6), 510–523 (1988)

    Article  Google Scholar 

  3. Kaufmann, T.C., Schulz, S.M., Grünzinger, C., Kübler, A.: Flashing Characters with Famous Faces Improves ERP-based Brain-Computer Interface Performance. J. Neural. Eng. 8(5), 056016 (2011)

    Google Scholar 

  4. Ninomiya, H., Onitsuka, T., Chen, C.H., Sato, E., Tashro, N.: P300 in Response to the Subject’s Own Face. Psychiat. Clin. Neuros. 52(5), 519–522 (1998)

    Article  Google Scholar 

  5. Tacikowski, P., Nowicka, A.: Allocation of Attention to Self-name and Self-face: An ERP Study. Biol. Psychol. 84(2), 318–324 (2010)

    Article  Google Scholar 

  6. Kaufmann, J.M., Schweinberger, S.R., Burton, A.M.: N250 ERP Correlates of the Acquisition of Face Representations across Different Images. J. Cognitive. Neurosci. 21(4), 625–641 (2009)

    Article  Google Scholar 

  7. Gordon, I., Tanaka, J.W.: Putting a Name to a Face: The Role of Name Labels in the Formation of Face Memories. J. Cognitive. Neurosci. 23(11), 3280–3293 (2011)

    Article  Google Scholar 

  8. Bruce, V., Young, A.: Understanding Face Recognition. Brit. J. Psychol. 77, 305–327 (1986)

    Article  Google Scholar 

  9. Young, A.W., Ellis, A.W., Flude, B.M.: Accessing Stored Information about Familiar People. Psychol. Res. 50(2), 111–115 (1988)

    Article  Google Scholar 

  10. Cohen, G., Faulkner, D.: Memory for Proper names: Age Differences in Retrieval. Brit. J. Dev. Psychol. 4(2), 187–197 (1986)

    Article  Google Scholar 

  11. McWeeny, K.H., Young, A.W., Hay, D.C., Ellis, A.W.: Putting Names to Faces. Brit. J. Psychol. 78(2), 143–149 (1987)

    Article  Google Scholar 

  12. Lyons, M.J., Kamachi, M., Gyoba, J.: Japanese Female Facial Expressions (JAFFE). Database of Digital Images (1997)

    Google Scholar 

  13. Tanaka, J.W., Curran, T., Porterfield, A.L., Collins, D.: Activation of Preexisting and Acquired Face Representations: The N250 Event-related Potential as an Index of Face Familiarity. J. Cognitive. Neurosci. 18(9), 1488–1497 (2006)

    Article  Google Scholar 

  14. Hanley, J.R.: Are Names Difficult to Recall Because They Are Unique? A Case Study of a Patient with Anomia. Q. J. Exp. Psychol-A 48(2), 487–506 (1995)

    Article  MathSciNet  Google Scholar 

  15. Cohen, G.: Why Is It Difficult to Put Names to Faces? Brit. J. Psychol. 81(3), 287–297 (1990)

    Article  Google Scholar 

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Yan, P., Yabe, Y., Shigemasu, H. (2013). Effects of Category Labels on P300 in Facial Recognition. In: Imamura, K., Usui, S., Shirao, T., Kasamatsu, T., Schwabe, L., Zhong, N. (eds) Brain and Health Informatics. BHI 2013. Lecture Notes in Computer Science(), vol 8211. Springer, Cham. https://doi.org/10.1007/978-3-319-02753-1_4

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  • DOI: https://doi.org/10.1007/978-3-319-02753-1_4

  • Publisher Name: Springer, Cham

  • Print ISBN: 978-3-319-02752-4

  • Online ISBN: 978-3-319-02753-1

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