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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