Table 3 A summary of hybrid neural-swarm intelligence techniques applied to EMG analysis
From: Hybrid soft computing systems for electromyographic signals analysis: a review
Reference | Task | Techniques | Results |
|---|---|---|---|
[93] | Classification: 8 hand motions | ACO + BP | Better than PCA + BP |
[94] | Classification: 10 hand motions | PSO + BP | Accuracy: 99% |
[95] | Classification: 6 hand motions | PSO + EMD + PNN | Accuracy: 93.3% |
[96] | Classification: 10 hand motions | PSO + MLP | Accuracy: 95% |
[97] | Diagnosis | PSO + RBF | Accuracy: 88.92% |
[98] | Diagnosis | PSO + SVM | Accuracy: 97.41% |