Research Article
An Evaluation of Hand-Force Prediction Using Artificial Neural-Network Regression Models of Surface EMG Signals for Handwear Devices
Table 4
Errors trained with signals obtained from the specified electrodes (% MVC).
| | Type of evaluation | Hidden layers | DI(I) | DI(II) | DI(III) | DI(IV) | DI(I, II) | DI(I–III) | DI(I–IV) |
| | Intrasession | L4 | 25.0 | 26.0 | 29.4 | 26.1 | 21.9 | 19.3 | 16.2 | | Intrasubject | L2 | 30.4 | 31.1 | 33.4 | 32.2 | 29.4 | 25.8 | 21.4 | | Intersubject | L2 | 28.0 | 32.0 | 31.6 | 25.7 | 29.8 | 28.6 | 26.5 |
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