Recognition of Flexion and Extension Imagery Involving the Right and Left Arms Based on Deep Belief Network and Functional Near-Infrared Spectroscopy

Table 1

DBN classification accuracy for flexion and extension movement or imagery involving the left and right arms (%).

Subject number	Flexion and extension movement for right and left arms	Flexion and extension imagery for right and left arms
S1	86.90	81.79
S2	82.32	79.23
S3	81.47	70.94
S4	85.79	79.29
S5	76.23	73.97
S6	89.21	82.93
S7	84.79	78.56
S8	82.29	81.47
S9	78.04	73.96
S10	86.45	79.79
Mean	84.35 ± 3.86%	78.19 ± 3.73%