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. Author manuscript; available in PMC: 2018 Jun 1.
Published in final edited form as: IEEE Trans Neural Syst Rehabil Eng. 2016 Jul 13;25(6):704–714. doi: 10.1109/TNSRE.2016.2590959

TABLE III.

Performance of SSVEP classifier per user coding scheme pair. Acci denotes the accuracy of the ith brain symbol, PX^|X(xi|xi). All ITRs reported in bits/min, see Sec V for ITR detail. AccM denotes the average letter decision accuracy across all copy phrase tasks of a particular user and coding scheme. The ‘Sim’ row is not counted in the ‘Mean’ row, see Sec VI-C for detail.

User E[AccX ] ITR ITR* Acc1 Acc2 Acc3 Acc4 Acc5 Acc6 Sequential Code Huffman Code Uniform Code Max M-Info Code
AccM
queriesdecision
AccM
queriesdecision
AccM
queriesdecision
AccM
queriesdecision
1 0.88 25 16 0.85 1.00 0.75 0.90 0.95 0.80 0.49 2.0 0.57 2.1 1.00 1.8 1.00 1.5
2 0.82 22 14 0.95 0.85 0.60 0.70 0.85 0.95 0.82 2.0 0.76 1.7 1.00 1.8 1.00 1.9
3 0.94 30 20 0.90 0.95 0.95 0.95 0.95 0.95 0.62 2.0 0.73 1.7 1.00 1.7 0.83 1.9
4 0.91 26 18 0.85 0.95 0.80 0.90 0.95 1.00 0.90 2.0 0.83 1.5 0.95 1.6 0.90 1.5
5 0.75 17 11 0.80 0.65 0.75 0.65 0.85 0.80 0.46 2.0 0.57 1.8 1.00 2.3 1.00 3.2
6 0.66 18 8 0.95 0.90 0.60 0.55 0.65 0.30 0.30 2.0 0.16 1.8 1.00 4.2 1.00 3.2
7 0.88 24 16 0.90 1.00 0.80 0.85 0.85 0.85 0.58 2.0 0.72 1.9 0.89 1.9 1.00 1.6
8 0.90 25 17 0.95 0.95 0.90 0.90 0.95 0.75 0.51 2.0 0.60 1.8 1.00 2.8 0.95 1.9
9 0.89 25 17 0.85 0.85 0.85 0.90 0.95 0.95 0.25 2.0 0.24 1.7 0.95 4.3 0.79 1.8
10 0.91 27 18 1.00 1.00 1.00 0.85 0.85 0.75 0.74 2.0 0.91 1.7 1.00 1.6 0.96 1.5
Mean 0.85 23.8 15.5 0.90 0.91 0.80 0.82 0.88 0.81 0.57 2.0 0.61 1.77 0.98 2.4 0.94 2.0
Sim 0.65 12.6 10.9 0.90 0.80 0.70 0.60 0.50 0.40 0.783 2.00 0.684 1.845 0.984 4.66 0.991 3.59