Multi-Source Transfer Learning for EEG Classification Based on Domain Adversarial Neural Network

• Main Authors: Dezheng Liu (Author), Jia Zhang (Author), Hanrui Wu (Author), Siwei Liu (Author), Jinyi Long (Author)
• Formato: Libro
• Publicado: IEEE, 2023-01-01T00:00:00Z.
• Subjects: article
• Acceso en liña: Connect to this object online.

Electroencephalogram (EEG) classification has attracted great attention in recent years, and many models have been presented for this task. Nevertheless, EEG data vary from subject to subject, which may lead to the performance of a classifier degrades due to individual differences. To collect enough...