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Brain-Computer Interfaces’ Contributions to Neuroergonomics

Lotte, Fabien and Roy, Raphaëlle N. Brain-Computer Interfaces’ Contributions to Neuroergonomics. (2019) In: Neuroergonomics: The Brain at Work and in Everyday Life. Elsevier, 43-48. ISBN 978-0-12-811926-6

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Official URL: https://doi.org/10.1016/B978-0-12-811926-6.00007-5

Abstract

Brain-Computer Interfaces (BCIs) are systems that can translate brain activity patterns into messages or commands for an interactive application. As such the technology used to design them, and in particular to design passive BCIs which are a new means to perform mental state monitoring, can greatly benefit the neuroergonomics field. Therefore, this chapter describes the classical structure of the brain signal processing chain employed in BCIs, notably presenting the typically used preprocessing (spatial and spectral filtering, artefact removal), feature extraction and classification algorithms. It also gives examples of the use of BCI technology for neuroergonomics applications, either offline for evaluation purposes (e.g. cockpit design or stereoscopic displays’ assessment), or online for adaptation purposes (e.g. video game difficulty level or air traffic controller display adaptation).

Item Type:Book Section
Uncontrolled Keywords:
Institution:French research institutions > Centre National de la Recherche Scientifique - CNRS (FRANCE)
Other partners > Ecole Nationale Supérieure d’Electronique, Informatique et Radiocommunications de Bordeaux - ENSEIRB (FRANCE)
French research institutions > Institut National de la Recherche en Informatique et en Automatique - INRIA (FRANCE)
Université de Toulouse > Institut Supérieur de l'Aéronautique et de l'Espace - ISAE-SUPAERO (FRANCE)
Other partners > Université de Bordeaux 1 (FRANCE)
Other partners > Université de Bordeaux 2 - Victor Segalen (FRANCE)
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Deposited By: Raphaëlle ROY
Deposited On:28 Jan 2019 10:54

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