From: Efficiency of deep neural networks for joint angle modeling in digital gait assessment
Set 1 | Set 2 | Set 3 | Set 4 | Set 5 | ||
---|---|---|---|---|---|---|
GRNN | Hip (∘) | 3.64 | 3.38 | 3.74 | 3.17 | 3.64 |
Knee (∘) | 5.36 | 5.14 | 5.31 | 4.88 | 5.35 | |
Ankle (∘) | 5.21 | 4.67 | 4.88 | 4.53 | 4.69 | |
NARX | Hip (∘) | 2.64 | 2.53 | 2.71 | 2.52 | 2.86 |
Knee (∘) | 3.25 | 2.92 | 3.28 | 2.31 | 3.62 | |
Ankle (∘) | 4.65 | 3.49 | 4.73 | 3.28 | 3.92 | |
LSTM | Hip (∘) | 2.37 | 2.11 | 2.32 | 1.91 | 2.68 |
Knee (∘) | 2.87 | 2.64 | 2.95 | 2.12 | 2.82 | |
Ankle (∘) | 3.54 | 2.76 | 2.86 | 2.57 | 3.21 |