From: A real-time, practical sensor fault-tolerant module for robust EMG pattern recognition
New fast retraining | Previous retraining | Speedup | |
---|---|---|---|
AB subjects (one channel removed) | 3.78 ± 0.58 ms* | 986.89 ± 49.71 ms* | 267 ± 49 |
AB subjects (two channels removed) | 2.93 ± 0.39 ms* | 752.03 ± 25.71 ms* | 260 ± 32 |
AB subjects (three channels removed) | 2.21 ± 0.36 ms* | 486.97 ± 21.11 ms* | 242 ± 30 |
TR1 subject (one channel removed) | 3.56 ms | 711.21 ms | 200 |
TR1 subject (two channels removed) | 2.80 ms | 476.56 ms | 170 |
TR1 subject (three channels removed) | 1.95 ms | 307.02 ms | 157 |