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Table 6 Specificity of the individual decoders when using different features as input

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

  Specificity in Task 1 (%) Specificity in Task 2 (%)
Hand open Hand close Wrist flexion Wrist extension Index flexion Index extension
mf-MWP 97.82 ± 1.48 96.46 ± 2.39 97.68 ± 1.31 96.60 ± 1.82 97.45 ± 1.73 97.64 ± 1.48
hf-MWP 91.32 ± 4.01 91.86 ± 3.67 95.89 ± 2.58 95.55 ± 2.29 93.24 ± 2.83 93.79 ± 3.09
lf-MWP 93.17 ± 2.65 92.84 ± 3.35 95.90 ± 2.66 95.00 ± 2.99 94.10 ± 3.50 93.49 ± 3.49
MUA 97.51 ± 2.79 98.03 ± 2.60 98.03 ± 1.71 97.05 ± 1.60 97.80 ± 2.04 97.36 ± 1.89
TCs 94.27 ± 8.12 96.81 ± 1.84 97.24 ± 3.12 97.28 ± 2.05 98.94 ± 1.22 98.40 ± 1.13
LFP 91.16 ± 3.63 91.03 ± 3.82 92.72 ± 3.59 92.60 ± 2.73 91.65 ± 3.65 93.39 ± 3.39