Table 2 TFD-based methods for EEG analysis
From: Spectral information of EEG signals with respect to epilepsy classification
Authors | Freq. range (Hz) | Num. of frequency sub-bands | Frequency ranges |
|---|---|---|---|
Tzallas et al. [17] | 0–40 | 4 | {[0–4], [4–8], [8–12], [12–40]} |
5 | {[0–2.5], [2.5–5.5], [5.5–10.5], [10.5–21.5], [21.5–43.5]} | ||
7 | {[0–2], [2–4], [4–6.5], [6.5–9], [9–12], [12–25], [25–40]} | ||
13 | {[0–2], [2–4], [4–6], [6–8], [8–10], [10–12], [12–16]}, {[16–20], [20–24], [24–28], [28–32], [32–36], [36–40]} | ||
Tzallas et al. [18] | 0–43.5 | 5 | {[0–2.5], [2.5–5.5], [5.5–10.5], [10.5–21.5], [21.5–43.5]} |
Liang et al. [19] | 0–60 | 15 | {[0–4], [4–8], [8–12], [12–16], [16–20]}, {[20–24], [24–28], [28–32], [32–36], [36–40]}, {[40–44], [44–48], [48–52], [52–56], [56–60]} |
Ridouh et al. [20] | 0–86.8 | 6 | {[0–2.71], [2.71–5.42], [5.42–10.85], [10.85–21.70], [21.70–43.40], [43.40–86.80]} |