Brain-computer interface use is a skill that user and system acquire together

A brain-computer interface (BCI) is a computer-based system that acquires, analyzes, and translates brain signals into output commands in real time. Perdikis and colleagues demonstrate superior performance in a Cybathlon BCI race using a system based on "three pillars": machine learning, u...

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Bibliographic Details
Published in:PLoS biology 2018-07, Vol.16 (7), p.e2006719-e2006719
Main Authors: McFarland, Dennis J, Wolpaw, Jonathan R
Format: Article
Language:English
Subjects:
Adaptation
Amyotrophic lateral sclerosis
Artificial intelligence
Biology and Life Sciences
Brain
Computer and Information Sciences
Engineering and Technology
Human-computer interface
Instructional design
Learning
Learning algorithms
Machine learning
Medicine and Health Sciences
Primer
Principles
Rhythm
Skills
Social Sciences
Studies
User training
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Summary:A brain-computer interface (BCI) is a computer-based system that acquires, analyzes, and translates brain signals into output commands in real time. Perdikis and colleagues demonstrate superior performance in a Cybathlon BCI race using a system based on "three pillars": machine learning, user training, and application. These results highlight the fact that BCI use is a learned skill and not simply a matter of "mind reading."
ISSN:1545-7885
1544-9173
1545-7885
DOI:10.1371/journal.pbio.2006719