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Algorithm 3 The analysis of CCS in the participant group |
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input: object EEG data of the participants
output: the ranked channels of the participant group
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1.
0.5 s GVS period data are divided into different groups according to different tasks;
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2.
The correlation coefficient vector of each task is calculated separately;
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3.
The correlation coefficient vector of all the tasks are synthesized, and the mean value of each channel is calculated to obtain the average correlation coefficient vector;
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4.
The average correlation coefficient vector across the participants is synthesized and ranked in descending order, and the common descending ordered channels are obtained;
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5.
According to the descending order, the same evaluation of channel optimization is conducted, and the decoding results are saved for subsequent comparison.
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