A new data augmentation method for EEG features based on the hybrid model of broad-deep networks.
Rongrong FuYaodong WangChengcheng JiaPublished in: Expert Syst. Appl. (2022)
Keyphrases
- hybrid model
- synthetic data
- prior knowledge
- data sets
- input data
- feature set
- missing data
- extracted features
- data analysis
- classification accuracy
- classification method
- missing values
- feature space
- statistical methods
- clustering method
- back propagation neural network
- forecasting accuracy
- training samples
- feature vectors
- basis functions
- data points
- training data
- spectral features
- feature extraction