A Novel Data Augmentation Approach Using Mask Encoding for Deep Learning-Based Asynchronous SSVEP-BCI

• Egile Nagusiak: Wenlong Ding (Egilea), Aiping Liu (Egilea), Ling Guan (Egilea), Xun Chen (Egilea)
• Formatua: Liburua
• Argitaratua: IEEE, 2024-01-01T00:00:00Z.
• Gaiak: article
• Sarrera elektronikoa: Connect to this object online.

Deep learning (DL)-based methods have been successfully employed as asynchronous classification algorithms in the steady-state visual evoked potential (SSVEP)-based brain-computer interface (BCI) system. However, these methods often suffer from the limited amount of electroencephalography (EEG) data...