A subject-independent SSVEP-based BCI target detection system based on fuzzy ordering of EEG task-related components

Biomedical Signal Processing and Control(2023)

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Abstract
•SSVEP-related sources’ temporal activities are estimated using the TRCA method.•The criteria are defined based on the task protocol.•The membership function is defined based on the SSVEP physiological knowledge.•Using optimization to calculate the final weights of the membership function.•Introducing the isolated groups to determine the target stimulus frequency.
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Key words
Fuzzy ordering,Task-related component analysis,Brain-computer interface systems,Blind source separation
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