Improving Generalized Zero-Shot Learning SSVEP Classification Performance From Data-Efficient Perspective

• Main Authors: Xietian Wang (Author), Aiping Liu (Author), Le Wu (Author), Ling Guan (Author), Xun Chen (Author)
• Format: Book
• Published: IEEE, 2023-01-01T00:00:00Z.
• Subjects: article
• Online Access: Connect to this object online.

Generalized zero-shot learning (GZSL) has significantly reduced the training requirements for steady-state visual evoked potential (SSVEP) based brain-computer interfaces (BCIs). Traditional methods require complete class data sets for training, but GZSL allows for only partial class data sets, divi...