EEGformer: A transformer-based brain activity classification method using EEG signal.

Zhijiang Wan,Manyu Li,Shichang Liu,Jiajin Huang,Hai Tan,Wenfeng Duan

Frontiers in neuroscience（2023）

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摘要

EEGformer generalizes well to different EEG datasets, demonstrating our approach can be potentially suitable for providing accurate brain activity classification and being used in different application scenarios, such as SSVEP-based early glaucoma diagnosis, emotion recognition and depression discrimination.

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关键词

EEG characteristics,EEGformer,SSVEPs,brain activity classification,deep learning

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