DocumentCode
662961
Title
Adaptive and warning displays with Brain-Computer Interfaces: Enhanced visuospatial attention performance
Author
Trachel, Romain ; Brochier, Thomas ; Clerc, Maurice
Author_Institution
INT, Aix-Marseille Univ., Marseille, France
fYear
2013
fDate
6-8 Nov. 2013
Firstpage
367
Lastpage
370
Abstract
Brain-Computer Interfaces (BCI) can provide innovative solutions beyond the medical domain. In human research, visuospatial attention is often assessed from shifts in head or gaze orientation. However in some critical situations, these behavioral features can be dissociated from covert attention processes and brain features may indicate more reliably the spatial focus of attention. In this context, we investigate whether EEG signals could be used to enhance the behavioral performance of human subjects in a visuospatial attention task. Our results demonstrate that a BCI protocol based on adaptive or warning displays can be developed to shorten the reaction time and improve the accuracy of responses to complex visual targets.
Keywords
brain-computer interfaces; computer displays; electroencephalography; gaze tracking; medical signal processing; BCI protocol; EEG signals; adaptive display; behavioral features; behavioral performance; brain features; brain-computer interface; complex visual targets; covert attention process; enhanced visuospatial attention performance; gaze orientation; head orientation; human subjects; medical domain; visuospatial attention task; warning display; Accuracy; Calibration; Coherence; Electroencephalography; Erbium; Feature extraction; Visualization;
fLanguage
English
Publisher
ieee
Conference_Titel
Neural Engineering (NER), 2013 6th International IEEE/EMBS Conference on
Conference_Location
San Diego, CA
ISSN
1948-3546
Type
conf
DOI
10.1109/NER.2013.6695948
Filename
6695948
Link To Document