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A Review of Rapid Serial Visual Presentation-based Brain-Computer Interfaces
Abstract : Rapid serial visual presentation (RSVP) combined with the detection of event related brain responses facilitates the selection of relevant information contained in a stream of images presented rapidly to a human. Event related potentials (ERPs) measured non-invasively with electroencephalography (EEG) can be associated with infrequent targets amongst a stream of images. Human-machine symbiosis may be augmented by enabling human interaction with a computer, without overt movement, and/or enable optimization of image/information sorting processes involving humans. Features of the human visual system impact on the success of the RSVP paradigm, but pre-attentive processing supports the identification of target information post presentation of the information by assessing the co-occurrence or time-locked EEG potentials. This paper presents a comprehensive review and evaluation of the limited but significant literature on research in RSVP-based brain-computer interfaces (BCIs). Applications that use RSVP-based BCIs are categorized based on display mode and protocol design, whilst a range of factors influencing ERP evocation and detection are analyzed. Guidelines for using the RSVP-based BCI paradigms are recommended, with a view to further standardizing methods and enhancing the inter-relatability of experimental design to support future research and the use of RSVP-based BCIs in practice.
Cited literature [95 references]
https://hal.inria.fr/hal-01657643
Contributor : Fabien Lotte <>
Submitted on : Thursday, December 7, 2017 - 2:25:27 AM
Last modification on : Friday, October 23, 2020 - 5:03:04 PM
Contributor : Fabien Lotte <>
Submitted on : Thursday, December 7, 2017 - 2:25:27 AM
Last modification on : Friday, October 23, 2020 - 5:03:04 PM
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