A novel eeg decoding method for a facial-expression-based bci system using the combined convolutional neural network and genetic algorithm

HIGHLIGHTS

  • who: Rui Li and Weiping Liu from the Jiaotong University, China have published the research: A novel EEG decoding method for a facial-expression-based BCI system using the combined convolutional neural network and genetic algorithm, in the Journal: (JOURNAL)
  • what: The aim of this study was to address the dependence of FE-BCI upon the stimulus source and overcome the limitations of long training times and inter-user variability. From the experimental verifications, the main contributions of this work can be summarized as follows: First, to balance between user fatigue and the classification accuracy . . .

     

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