The Berlin Brain-Computer Interface: Progress Beyond Communication and Control

  • Blankertz, Benjamin; 
  • Acqualagna, Laura; 
  • Dahne, Sven; 
  • Haufe, Stefan; 
  • -Kraft, Matthias Schultze; 
  • ... Muller, Klaus -Robert; 
  • 외 4명
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190

초록

The combined effect of fundamental results about neurocognitive processes and advancements in decoding mental states from ongoing brain signals has brought forth a whole range of potential neurotechnological applications. In this article, we review our developments in this area and put them into perspective. These examples cover a wide range of maturity levels with respect to their applicability. While we assume we are still a long way away from integrating Brain-Computer Interface (BCI) technology in general interaction with computers, or from implementing neurotechnological measures in safety-critical workplaces, results have already now been obtained involving a BCI as research tool. In this article, we discuss the reasons why, in some of the prospective application domains, considerable effort is still required to make the systems ready to deal with the full complexity of the real world.

키워드

Brain-Computer Interfacing (BCI); electroencephalography (EEG); covert user states; machine learning; mental workload; video quality; implicit information; cognitive neuroscience; FIXATION-RELATED POTENTIALS; SINGLE-TRIAL EEG; ENVELOPE FOLLOWING RESPONSES; NEAR-INFRARED SPECTROSCOPY; OF-NO-RETURN; NEURONAL OSCILLATIONS; CORTICAL POTENTIALS; NEUROIMAGING DATA; AMBULATORY EEG; VIDEO QUALITY
제목
The Berlin Brain-Computer Interface: Progress Beyond Communication and Control
저자
Blankertz, Benjamin; Acqualagna, Laura; Dahne, Sven; Haufe, Stefan; -Kraft, Matthias Schultze; Sturm, Irene; Uscumlic, Marija; Wenzel, Markus A.; Curio, Gabriel; Muller, Klaus -Robert
DOI
10.3389/fnins.2016.00530
발행일
2016-11-21
유형
Review
저널명
Frontiers in Neuroscience
권
10