Table 1 Classification without feature reduction
Band name | Frequency range | Number of effective neurons | Network performance |
|---|---|---|---|
Delta | 1–3.5 Hz | 7 | 25% |
Theta | 4–7.5 Hz | 8 | 20.1% |
Alpha | 8–12 Hz | 8 | 20% |
Beta | 12.5–25 Hz | 11 | 10.4% |
High Beta | 25.5–30 Hz | 6 | 5.6% |
Band name | Frequency range | Number of effective neurons | Network performance |
|---|---|---|---|
Delta | 1–3.5 Hz | 7 | 25% |
Theta | 4–7.5 Hz | 8 | 20.1% |
Alpha | 8–12 Hz | 8 | 20% |
Beta | 12.5–25 Hz | 11 | 10.4% |
High Beta | 25.5–30 Hz | 6 | 5.6% |