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

• প্রধান লেখক: Ruimin Peng (লেখক), Zhenbang Du (লেখক), Changming Zhao (লেখক), Jingwei Luo (লেখক), Wenzhong Liu (লেখক), Xinxing Chen (লেখক), Dongrui Wu (লেখক)
• বিন্যাস: গ্রন্থ
• প্রকাশিত: IEEE, 2024-01-01T00:00:00Z.
• বিষয়গুলি: article
• অনলাইন ব্যবহার করুন: 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...