Table 3.
CS-ResNet reconstructs the PRD value of EEG signals at different compression ratios.
| CR/% | CS-ResNet (PRD/%) | ||||
|---|---|---|---|---|---|
| None | Add 25% | Add 50% | Add 75% | Add 100% | |
| 90% | 0.5485 | 0.4889 | 0.4465 | 0.4178 | 0.3966 |
| 80% | 0.5976 | 0.5447 | 0.4979 | 0.4766 | 0.4498 |
| 70% | 0.6198 | 0.5623 | 0.5244 | 0.4981 | 0.4763 |
| 60% | 0.6506 | 0.5991 | 0.5493 | 0.5212 | 0.5049 |
| 50% | 0.7996 | 0.7268 | 0.6881 | 0.6549 | 0.6411 |
| 40% | 1.0016 | 0.9546 | 0.9173 | 0.8896 | 0.8588 |
| 30% | 3.9906 | 3.6824 | 3.4564 | 3.3151 | 3.189 |
| 20% | 20.1886 | 19.2756 | 18.2276 | 17.3934 | 16.4784 |
| 10% | 30.2299 | 29.3579 | 27.9547 | 26.6872 | 25.5369 |