What are the Causes of Performance Variation in Brain-Computer Interfacing?
While research on brain-computer interfacing (BCI) has seen tremendous progress in recent years, performance still varies substantially between as well as within subjects, with roughly 10 - 20% of subjects being incapable of successfully operating a BCI system. In this short report, I argue that this variation in performance constitutes one of the major obstacles that impedes a successful commercialization of BCI systems. I review the current state of research on the neuro-physiological causes of performance variation in BCI, discuss recent progress and open problems, and delineate potential research programs for addressing this issue.
| Author(s): | Grosse-Wentrup, M. |
| Journal: | International Journal of Bioelectromagnetism |
| Volume: | 13 |
| Number (issue): | 3 |
| Pages: | 115-116 |
| Year: | 2011 |
| Month: | September |
| Day: | 0 |
| Bibtex Type: | Article (article) |
| Digital: | 0 |
| Electronic Archiving: | grant_archive |
| Language: | en |
| Organization: | Max-Planck-Gesellschaft |
| School: | Biologische Kybernetik |
| Links: | |
BibTex
@article{6806,
title = {What are the Causes of Performance Variation in Brain-Computer Interfacing?},
journal = {International Journal of Bioelectromagnetism},
abstract = {While research on brain-computer interfacing (BCI) has seen tremendous progress in recent years, performance still varies substantially between as well as within subjects, with roughly 10 - 20% of subjects being incapable of successfully operating a BCI system. In this short report, I argue that this variation in performance constitutes one of the major obstacles that impedes a successful commercialization of BCI systems. I review the current state of research on the neuro-physiological causes of performance variation in BCI, discuss recent progress and open problems, and delineate potential research programs for addressing this issue.},
volume = {13},
number = {3},
pages = {115-116},
organization = {Max-Planck-Gesellschaft},
school = {Biologische Kybernetik},
month = sep,
year = {2011},
slug = {6806},
author = {Grosse-Wentrup, M.},
month_numeric = {9}
}