From: Long short-term memory (LSTM) recurrent neural network for muscle activity detection
 | Onset bias (ms) | Offset bias (ms) | ||||
---|---|---|---|---|---|---|
 | TKEO | Stat detector | LSTM-MAD | TKEO | Stat detector | LSTM-MAD |
Simulated test set | 24.3 ± 1.2 | 56.2 ± 2.2 | 4.0 ± 0.8 | − 22.4 ± 1.2 | − 65.1 ± 2.2 | 0.03 ± 0.7 |
Real test set | − 4.5 ± 16.1 | 35.6 ± 9.8 | 4.1 ± 2.2 | 19.2 ± 5.1 | − 33.7 ± 12.1 | − 5.8 ± 2.3 |