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A conceptual space for EEG-based brain- computer interfaces

Nataliya Kosmyna 1 Anatole Lécuyer 2 
2 Hybrid - 3D interaction with virtual environments using body and mind
Inria Rennes – Bretagne Atlantique , IRISA-D6 - MEDIA ET INTERACTIONS
Abstract : Brain-Computer Interfaces (BCIs) have become more and more popular these last years. Researchers use this technology for several types of applications, including attention and workload measures but also for the direct control of objects by the means of BCIs. In this work we present a first, multidimensional feature space for EEG-based BCI applications to help practitioners to characterize, compare and design systems, which use EEG-based BCIs. Our feature space contains 4 axes and 9 sub-axes and consists of 41 options in total as well as their different combinations. We presented the axes of our feature space and we positioned our feature space regarding the existing BCI and HCI taxonomies and we showed how our work integrates the past works, and/or complements them.
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Submitted on : Wednesday, December 4, 2019 - 4:46:21 PM
Last modification on : Friday, November 18, 2022 - 9:27:22 AM
Long-term archiving on: : Thursday, March 5, 2020 - 7:29:42 PM


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Nataliya Kosmyna, Anatole Lécuyer. A conceptual space for EEG-based brain- computer interfaces. PLoS ONE, 2019, pp.1-30. ⟨10.1371/journal.pone.0210145⟩. ⟨hal-02394251⟩



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