BWGAN-GP: An EEG Data Generation Method for Class Imbalance Problem in RSVP Tasks

• Asıl Yazarlar: Meng Xu (Yazar), Yuanfang Chen (Yazar), Yijun Wang (Yazar), Dan Wang (Yazar), Zehua Liu (Yazar), Lijian Zhang (Yazar)
• Materyal Türü: Kitap
• Baskı/Yayın Bilgisi: IEEE, 2022-01-01T00:00:00Z.
• Konular: article
• Online Erişim: Connect to this object online.

In the rapid serial visual presentation (RSVP) classification task, the data from the target and non-target classes are incredibly imbalanced. These class imbalance problems (CIPs) can hinder the classifier from achieving better performance, especially in deep learning. This paper proposed a novel d...