CLEP: Contrastive Learning for Epileptic Seizure Prediction Using a Spatio-Temporal-Spectral Network

• मुख्य लेखकों: Lianghui Guo (लेखक), Tao Yu (लेखक), Shijie Zhao (लेखक), Xiaoli Li (लेखक), Xiaofeng Liao (लेखक), Yang Li (लेखक)
• स्वरूप: पुस्तक
• प्रकाशित: IEEE, 2023-01-01T00:00:00Z.
• विषय: article
• ऑनलाइन पहुंच: Connect to this object online.

Seizure prediction of epileptic preictal period through electroencephalogram (EEG) signals is important for clinical epilepsy diagnosis. However, recent deep learning-based methods commonly employ intra-subject training strategy and need sufficient data, which are laborious and time-consuming for a...