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

• Main Authors: Meng Xu (Author), Yuanfang Chen (Author), Yijun Wang (Author), Dan Wang (Author), Zehua Liu (Author), Lijian Zhang (Author)
• Format: Book
• Published: IEEE, 2022-01-01T00:00:00Z.
• Subjects: article
• Online Access: 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...