Search Results for author: Lie Yang

Found 2 papers, 1 papers with code

Transformer-based Spatial-Temporal Feature Learning for EEG Decoding

3 code implementations11 Jun 2021 Yonghao Song, Xueyu Jia, Lie Yang, Longhan Xie

As far as we know, it is the first time that a detailed and complete method based on the transformer idea has been proposed in this field.

Brain Computer Interface EEG +1

Common Spatial Generative Adversarial Networks based EEG Data Augmentation for Cross-Subject Brain-Computer Interface

no code implementations8 Feb 2021 Yonghao Song, Lie Yang, Xueyu Jia, Longhan Xie

The cross-subject application of EEG-based brain-computer interface (BCI) has always been limited by large individual difference and complex characteristics that are difficult to perceive.

Brain Computer Interface Data Augmentation +4

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