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- W3022246256 abstract "Background Mental task-based brain computer interface (BCI) systems are usually developed for neural prostheses technologies and medical rehabilitation. The mental workload was too heavy for the user to manipulate BCI effectively. Fortunately, electroencephalography (EEG) signal is not only used for BCI control but also relates to the changes of mental states. Objective We proposed a novel method for identifying non-effective trials of Steady State Visual Evoked Potential (SSVEP)-based BCI. Methods We used the subject-dependent and subject-independent alertness models identifying non-effective trials of SSVEP-BCI systems. Results The result implied that the subject-dependent alertness model was most useful for improving the classification accuracy in the task. However, the subject-independent alertness model could enhance the prediction ability of SSVEP-based BCI system. Conclusion In comparison to the conventional canonical correlation analysis (CCA) method without alertness-model filtering, the raise of precision was valuable for the technical development of BCI works. It demonstrated the effectiveness of our proposed subject-dependent and subject-independent methods." @default.
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- W3022246256 date "2020-06-04" @default.
- W3022246256 modified "2023-10-18" @default.
- W3022246256 title "Alertness-based subject-dependent and subject-independent filter optimization for improving classification efficiency of SSVEP detection" @default.
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- W3022246256 doi "https://doi.org/10.3233/thc-209017" @default.
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