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Article overview
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A short review and primer on event-related potentials in human computer interaction applications | Minna Huotilainen
; Benjamin Cowley
; Lauri Ahonen
; | Date: |
2 Sep 2016 | Abstract: | The application of psychophysiology in human-computer interaction is a
growing field with significant potential for future smart personalised systems.
Working in this emerging field requires comprehension of an array of
physiological signals and analysis techniques.
Event-related potentials, termed ERPs, are a stimulus- or action-locked
waveform indicating a characteristic neural response. ERPs derived from
electroencephalography have been extensively studied in basic research, and
have been applied especially in the field of brain-computer interfaces. For
ecologically-valid settings there are considerable challenges to application,
however recent work shows some promise for ERPs outside the lab. Here we
present a short review on the application of ERPs in human-computer
interaction.
This paper aims to serve as a primer for the novice, enabling rapid
familiarisation with the latest core concepts. We put special emphasis on
everyday human-computer interface applications to distinguish from the more
common clinical or sports uses of psychophysiology.
This paper is an extract from a comprehensive review of the entire field of
ambulatory psychophysiology, including 12 similar chapters, plus application
guidelines and systematic review. Thus any citation should be made using the
following reference:
B. Cowley, M. Filetti, K. Lukander, J. Torniainen, A. Henelius, L. Ahonen, O.
Barral, I. Kosunen, T. Valtonen, M. Huotilainen, N. Ravaja, G. Jacucci. The
Psychophysiology Primer: a guide to methods and a broad review with a focus on
human-computer interaction. Foundations and Trends in Human-Computer
Interaction, vol. 9, no. 3-4, pp. 150--307, 2016. | Source: | arXiv, 1608.8353 | Services: | Forum | Review | PDF | Favorites |
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