Table 2.
SVM classification accuracy of 0-back vs. 2-back using different features.
| EEG | fNIRS | EEG + fNIRS | ||||
|---|---|---|---|---|---|---|
| PSD | FBC | HbO | HbR | |||
|
0-back vs.
2-back |
Delta | 66% | 67% | 62% | 68% | 72% |
| Theta | 68% | 73% | 75% | |||
| Alpha | 70% | 74% | 77% | |||
SVM classification accuracy of 0-back vs. 2-back using different features.
| EEG | fNIRS | EEG + fNIRS | ||||
|---|---|---|---|---|---|---|
| PSD | FBC | HbO | HbR | |||
|
0-back vs.
2-back |
Delta | 66% | 67% | 62% | 68% | 72% |
| Theta | 68% | 73% | 75% | |||
| Alpha | 70% | 74% | 77% | |||