Epileptic Seizure Detection Based on Path Signature and Bi-LSTM Network With Attention Mechanism

Automatic seizure detection using electroen-cephalogram (EEG) can significantly expedite the diagnosis of epilepsy, thereby facilitating prompt treatment and reducing the risk of future seizures and associated complications. While most existing EEG-based epilepsy detection studies employ deep learni...

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Main Authors: Yixuan Tang (Author), Qianyi Wu (Author), Haifeng Mao (Author), Lihua Guo (Author)
Format: Book
Published: IEEE, 2024-01-01T00:00:00Z.
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