Epileptic Seizure Detection Based on Bidirectional Gated Recurrent Unit Network

• Main Authors: Yanli Zhang (Author), Shuxin Yao (Author), Rendi Yang (Author), Xiaojia Liu (Author), Wenlong Qiu (Author), Luben Han (Author), Weidong Zhou (Author), Wei Shang (Author)
• Format: Book
• Published: IEEE, 2022-01-01T00:00:00Z.
• Subjects: article
• Online Access: Connect to this object online.

Visual inspection of long-term electroencephalography (EEG) is a tedious task for physicians in neurology. Based on bidirectional gated recurrent unit (Bi-GRU) neural network, an automatic seizure detection method is proposed in this paper to facilitate the diagnosis and treatment of epilepsy. First...