Multi-Branch Mutual-Distillation Transformer for EEG-Based Seizure Subtype Classification

• Main Authors: Ruimin Peng (Author), Zhenbang Du (Author), Changming Zhao (Author), Jingwei Luo (Author), Wenzhong Liu (Author), Xinxing Chen (Author), Dongrui Wu (Author)
• Formato: Livro
• Publicado em: IEEE, 2024-01-01T00:00:00Z.
• Assuntos: article
• Acesso em linha: Connect to this object online.

Cross-subject electroencephalogram (EEG) based seizure subtype classification is very important in precise epilepsy diagnostics. Deep learning is a promising solution, due to its ability to automatically extract latent patterns. However, it usually requires a large amount of training data, which may...