Conference Presentation (Plenary/Keynote) FZJ-2017-08300

http://join2-wiki.gsi.de/foswiki/pub/Main/Artwork/join2_logo100x88.png
YES OR NO? – BINARY BRAIN-BASED COMMUNICATIONUTILIZING MOTOR IMAGERY AND FNIRS

 ;  ;  ;  ;  ;  ;  ;

2017

7th Graz Brain-Computer Interface Conference, GrazGraz, Austria, 18 Sep 2017 - 22 Sep 20172017-09-182017-09-22

Please use a persistent id in citations:

Abstract: Past research into motor-independentcommunication for the severely disabled has mainlyfocused on developing brain-computer interfaces (BCIs)implementing neuroelectric signals. More recently, alsohemodynamic brain signals have been explored for BCIpurposes. Here, we introduce a novel, straightforward,and easy-to-implement yes/no communication paradigmrelying on mental imagery (mental drawing) andportable functional near-infrared spectroscopy. Tohemodynamically encode answers to binary questions,participants either performed mental drawing (forencoding “yes”) or did not change their mental state (forencoding “no”). Participants’ answers were decodedoffline using univariate and multivariate statistics. Inapproximately half of the participants, accuraciesreached 70% or higher, which is considered a sufficientperformance for binary communication BCIs. As theproposed communication technique requires relativelylittle cognitive capabilities, it might not only serve as auseful communication means but also as a diagnostictool for detecting preserved conscious awareness innon-responsive patients.


Contributing Institute(s):
  1. Gehirn & Verhalten (INM-7)
Research Program(s):
  1. 571 - Connectivity and Activity (POF3-571) (POF3-571)

Appears in the scientific report 2017
Database coverage:
OpenAccess
Click to display QR Code for this record

The record appears in these collections:
Dokumenttypen > Präsentationen > Konferenzvorträge
Institutssammlungen > INM > INM-7
Workflowsammlungen > Öffentliche Einträge
Publikationsdatenbank
Open Access

 Datensatz erzeugt am 2017-12-12, letzte Änderung am 2021-01-29


Dieses Dokument bewerten:

Rate this document:
1
2
3
 
(Bisher nicht rezensiert)