Spatial Variation Generation Algorithm for Motor Imagery Data Augmentation: Increasing the Density of Sample Vicinity

The imbalanced development between deep learning-based model design and motor imagery (MI) data acquisition raises concerns about the potential overfitting issue—models can identify training data well but fail to generalize test data. In this study, a Spatial Variation Generation (SVG) al...

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Main Authors: Chengxuan Qin (Author), Rui Yang (Author), Mengjie Huang (Author), Weibo Liu (Author), Zidong Wang (Author)
Format: Book
Published: IEEE, 2023-01-01T00:00:00Z.
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