Skip to main content

Table 3 Decomposition accuracy of ML-DRSNet at different contraction intensities

From: A multi-label deep residual shrinkage network for high-density surface electromyography decomposition in real-time

Intensity

10% MVC

30% MVC

50% MVC

Precision

0.89 ± 0.08

0.76 ± 0.14

0.71 ± 0.11

Sensitivity

0.77 ± 0.11

0.65 ± 0.12

0.62 ± 0.07

F1-score

0.79 ± 0.11

0.66 ± 0.13

0.63 ± 0.08

Correctly identified MU counts

9.04 ± 4.73

6.75 ± 3.72

4.19 ± 1.88

  1. Values are expressed as mean ± standard deviation across 16 participants and 20 window size and step size combinations
Back to article page

Journal of NeuroEngineering and Rehabilitation

ISSN: 1743-0003

Contact us