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Table 5 Sensitivity of the individual decoders when using different neural features as input

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

  Sensitivity in Task 1 (%) Sensitivity in Task 2 (%)
Hand open Hand close Wrist flexion Wrist extension Index flexion Index extension
mf-MWP 80.17 ± 9.36 80.45 ± 9.94 81.76 ± 9.45 74.26 ± 11.58 73.66 ± 11.53 65.98 ± 13.82
hf-MWP 39.17 ± 15.39 46.54 ± 17.49 38.98 ± 19.95 37.30 ± 19.94 17.97 ± 11.55 21.72 ± 12.98
lf-MWP 55.62 ± 15.95 56.14 ± 15.58 36.98 ± 16.99 35.64 ± 16.86 32.11 ± 16.53 33.47 ± 16.65
MUA 79.15 ± 12.51 78.80 ± 13.31 79.83 ± 12.55 71.64 ± 15.15 62.55 ± 17.12 61.36 ± 18.09
TCs 37.18 ± 5.52 30.61 ± 19.68 27.59 ± 17.16 28.00 ± 18.61 7.47 ± 9.68 12.79 ± 11.95
LFP 34.48 ± 11.08 31.34 ± 11.04 21.57 ± 9.85 31.14 ± 14.51 24.86 ± 10.16 17.40 ± 9.59