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Table 4 Accuracy of the individual decoders when using different neural features as input

From: Extracting wavelet based neural features from human intracortical recordings for neuroprosthetics applications

  Accuracy in Task 1 (%) Accuracy in Task 2 (%)
Hand open Hand close Wrist flexion Wrist extension Index flexion Index extension
mf-MWP 95.34 ± 1.95 94.21 ± 2.47 96.13 ± 1.39 94.43 ± 2.16 95.14 ± 2.16 94.57 ± 1.88
hf-MWP 84.02 ± 3.63 85.52 ± 3.58 90.38 ± 2.75 89.90 ± 2.13 85.95 ± 2.74 86.80 ± 2.67
lf-MWP 87.91 ± 3.21 87.69 ± 3.81 90.19 ± 2.44 89.25 ± 2.55 88.09 ± 3.26 87.67 ± 3.36
MUA 94.95 ± 5.35 95.34 ± 3.82 96.27 ± 2.38 94.59 ± 2.31 94.38 ± 2.48 93.87 ± 2.44
TCs 86.96 ± 6.08 88.34 ± 2.46 90.99 ± 2.61 91.06 ± 0.91 90.74 ± 0.83 90.72 ± 0.68
LFP 83.22 ± 3.05 82.66 ± 3.38 85.93 ± 2.83 86.64 ± 2.54 85.18 ± 2.81 86.03 ± 2.65