EEG-Based Seizure Prediction via Model Uncertainty Learning

• Main Authors: Chang Li (Author), Zhiwei Deng (Author), Rencheng Song (Author), Xiang Liu (Author), Ruobing Qian (Author), Xun Chen (Author)
• Formato: Livro
• Publicado em: IEEE, 2023-01-01T00:00:00Z.
• Assuntos: article
• Acesso em linha: Connect to this object online.

Deep neural networks (DNNs) have the powerful ability to automatically extract efficient features, which makes them prominent in electroencephalogram (EEG) based seizure prediction tasks. However, current research in this field cannot take the model uncertainty into account, causing the prediction l...