EEG Signal Epilepsy Detection With a Weighted Neighbor Graph Representation and Two-Stream Graph-Based Framework

• Main Authors: Jialin Wang (Author), Shen Liang (Author), Jiawei Zhang (Author), Yingpei Wu (Author), Lanying Zhang (Author), Rui Gao (Author), Dake He (Author), C.-J. Richard Shi (Author)
• Format: Book
• Published: IEEE, 2023-01-01T00:00:00Z.
• Subjects: article
• Online Access: Connect to this object online.

Epilepsy is one of the most common neurological diseases. Clinically, epileptic seizure detection is usually performed by analyzing electroencephalography (EEG) signals. At present, deep learning models have been widely used for single-channel EEG signal epilepsy detection, but this method is diffic...