Table 2 Temporal window selection analysis and validation.
From: Deep learning for classifying quantum emission signals in WS2 monolayers using wavelet transform
Window duration | Signal-to-noise ratio (dB) | Cross-correlation | Temporal independence | Photon statistics | Selection status |
|---|---|---|---|---|---|
1 s | 7.2 ± 1.8 | 0.15 ± 0.08 | Excellent | Poor | Rejected |
2 s | 15.8 ± 2.3 | 0.52 ± 0.12 | Good | Adequate | Selected |
3 s | 18.1 ± 2.7 | 0.74 ± 0.09 | Moderate | Good | Acceptable |
4 s | 19.4 ± 3.1 | 0.87 ± 0.06 | Poor | Excellent | Rejected |
