Epileptic Seizure Detection Based on Bidirectional Gated Recurrent Unit Network

• Principais autores: Yanli Zhang (Autor), Shuxin Yao (Autor), Rendi Yang (Autor), Xiaojia Liu (Autor), Wenlong Qiu (Autor), Luben Han (Autor), Weidong Zhou (Autor), Wei Shang (Autor)
• Formato: Livro
• Publicado em: IEEE, 2022-01-01T00:00:00Z.
• Assuntos: article
• Acesso em linha: 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...