Table 4.
The BCI analysis results for three regions for four AO modes and MI modes.
Subjects | AO-0.25 Hz | AO-1.5 Hz | AO-2.75 Hz | AO-4.0 Hz | MI |
---|---|---|---|---|---|
OCCIPITAL REGION | |||||
S1 | 69.27 | 79.17 | 54.43 | 59.38 | 60.16 |
S2 | 77.08 | 69.79 | 59.11 | 59.38 | 59.90 |
S3 | 69.01 | 76.30 | 54.95 | 62.24 | 57.03 |
S4 | 69.27 | 81.77 | 68.75 | 61.46 | 57.29 |
S5 | 67.71 | 65.36 | 56.25 | 54.43 | 58.85 |
S6 | 76.30 | 76.30 | 57.03 | 58.85 | 53.13 |
Average | 71.44 | 74.78 | 58.42 | 59.29 | 57.72 |
Standard | 4.12 | 6.10 | 5.33 | 2.73 | 2.60 |
ITR (bits/min) | 2.06 | 2.78 | 0.31 | 0.38 | 0.26 |
SENSORIMOTOR REGION | |||||
S1 | 69.01 | 75.52 | 56.77 | 56.77 | 55.47 |
S2 | 72.14 | 68.49 | 57.03 | 57.29 | 57.03 |
S3 | 56.77 | 67.45 | 58.33 | 55.47 | 54.69 |
S4 | 54.69 | 67.19 | 56.51 | 52.60 | 54.69 |
S5 | 60.42 | 70.83 | 55.21 | 56.77 | 67.97 |
S6 | 57.55 | 66.15 | 53.91 | 57.03 | 78.29 |
Average | 61.76 | 69.27 | 56.29 | 55.99 | 61.35 |
Standard | 7.14 | 3.45 | 1.54 | 1.77 | 9.72 |
ITR (bits/min) | 0.61 | 1.65 | 0.17 | 0.16 | 0.56 |
“OCCIPITALx + SENSORIMOTOR” REGION | |||||
S1 | 55.21 | 73.96 | 56.25 | 56.25 | 55.47 |
S2 | 71.61 | 69.53 | 60.68 | 58.85 | 55.21 |
S3 | 65.10 | 59.11 | 54.43 | 58.33 | 56.25 |
S4 | 58.33 | 81.25 | 56.77 | 54.17 | 55.47 |
S5 | 62.76 | 64.32 | 56.77 | 55.47 | 61.72 |
S6 | 59.38 | 65.36 | 55.99 | 54.95 | 78.39 |
Average 62.07 | 68.92 | 56.81 | 56.33 | 60.42 | |
Standard | 5.82 | 7.84 | 2.08 | 1.88 | 9.14 |
ITR (bits/min) | 0.64 | 1.59 | 0.20 | 0.17 | 0.47 |
Potentials covering central-parietal regions C3, C1, Cz, C2, C4, P3, P1, Pz, P2, and P4 were chosen for the sensorimotor region, while potentials covering parietal-occipital regions PO5, PO3, POz, PO4, PO6, O1, Oz, and O2 were chosen for the occipital region. The “sensorimotor + occipital” region included both sets of potentials. The average accuracies and standard deviations of BCI classification and ITR were calculated.