Research Article
A Deep Learning Approach to Detect Microsleep Using Various Forms of EEG Signal
Table 1
Micronaps and responsive.
| Subjects | No. of events (ms) | No. of states (ms) | Responsive | State imbalance | Event imbalance |
| Person 1 | 23 | 456 | 34686 | 1 : 28 | 1 : 580 | Person 2 | 34 | 5435 | 12723 | 1 : 44 | 1 : 620 | Person 3 | 2 | 455 | 23728 | 1 : 30 | 1 : 2778 | Person 4 | 44 | 344 | 24264 | 1 : 58 | 1 : 532 | Person 5 | 16 | 234 | 8467 | 1 : 102 | 1 : 1566 | Person 6 | 42 | 2444 | 1276 | 1 : 5 | 1 : 484 | Person 7 | 37 | 24 | 16767 | 1.62 | 1 : 687 | Person 8 | 24 | 4563 | 27234 | 1.248 | 1 : 544 | Person 9 | 5 | 675 | 14676 | 1.32 | 1 : 3464 | Person 10 | 28 | 25 | 33479 | 1.50 | 1 : 764 |
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