An Auxiliary Synthesis Framework for Enhancing EEG-Based Classification With Limited Data

• Autori principali: Sui Liang (Autore), Shaolong Kuang (Autore), Deheng Wang (Autore), Zhaohua Yuan (Autore), Hongmiao Zhang (Autore), Lining Sun (Autore)
• Natura: Libro
• Pubblicazione: IEEE, 2023-01-01T00:00:00Z.
• Soggetti: article
• Accesso online: Connect to this object online.

While deep learning algorithms significantly improves the decoding performance of brain-computer interface (BCI) based on electroencephalogram (EEG) signals, the performance relies on a large number of high-resolution data for training. However, collecting sufficient usable EEG data is difficult due...