An amplitudes-perturbation data augmentation method in convolutional neural networks for EEG decoding.
Xianrui ZhangMeng-Ying LeiYang LiPublished in: CoRR (2018)
Keyphrases
- synthetic data
- input data
- data sets
- pairwise
- data collection
- information loss
- detection method
- prior knowledge
- test data
- noisy data
- prior information
- data sources
- significant improvement
- missing data
- preprocessing
- training data
- statistical methods
- image data
- training samples
- dynamic programming
- computational complexity
- objective function
- similarity measure