ML algorithm |
Neurophysiologic signal |
Maximum bit-rate (bit/minute) |
Accuracy (%) |
Research group |
Average |
Best |
SWDA |
P300 |
Not reported |
84 |
96 |
(Sellers and Donchin 2006) |
Fuzzy logic |
P300 |
Not reported |
84 |
87 |
(Salimi-Khorshidi et al 2008) |
BLDA |
P300 |
64 |
~100 |
~100 |
(Hoffmann et al 2008) |
SWDA |
P300 |
12.34 |
65.4 |
100 |
(Sellers et al 2006) |
AAPEa |
Mu rhythm |
Not reported |
--- |
100 |
(Guger et al 2001) |
aAdaptive autoregressive parameter estimation |