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Attention Detection in Virtual Environments Using EEG Signals: A Scoping Review.


ABSTRACT: The competitive demand for attention is present in our daily lives, and the identification of neural processes in the EEG signals associated with the demand for specific attention can be useful to the individual's interactions in virtual environments. Since EEG-based devices can be portable, non-invasive, and present high temporal resolution technology for recording neural signal, the interpretations of virtual systems user's attention, fatigue and cognitive load based on parameters extracted from the EEG signal are relevant for several purposes, such as games, rehabilitation, and therapies. However, despite the large amount of studies on this subject, different methodological forms are highlighted and suggested in this work, relating virtual environments, demand of attention, workload and fatigue applications. In our summarization, we discuss controversies, current research gaps and future directions together with the background and final sections.

SUBMITTER: Souza RHCE 

PROVIDER: S-EPMC8650681 | biostudies-literature | 2021

REPOSITORIES: biostudies-literature

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Attention Detection in Virtual Environments Using EEG Signals: A Scoping Review.

Souza Rhaíra Helena Caetano E RHCE   Naves Eduardo Lázaro Martins ELM  

Frontiers in physiology 20211123


The competitive demand for attention is present in our daily lives, and the identification of neural processes in the EEG signals associated with the demand for specific attention can be useful to the individual's interactions in virtual environments. Since EEG-based devices can be portable, non-invasive, and present high temporal resolution technology for recording neural signal, the interpretations of virtual systems user's attention, fatigue and cognitive load based on parameters extracted fr  ...[more]

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