Patient-Specific Seizure Prediction from Electroencephalogram Signal via Multi-Channel Feedback Capsule Network

In recent years, the use of convolutional neural networks (CNNs) have been common in Electroencephalogram (EEG) based seizure prediction. However, CNNs lose local and global connections and spatial information due to local connections and pooling operations. In addition, existing seizure prediction...

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Veröffentlicht in:	IEEE transactions on cognitive and developmental systems 2022, p.1-1
Hauptverfasser:	Li, Chang, Zhao, Yuchang, Song, Rencheng, Liu, Xiang, Qian, Ruobing, Chen, Xun
Format:	Artikel
Sprache:	eng
Schlagworte:	Capsule network Convolution Data mining Deep learning Electroencephalography Epilepsy Feature extraction Feedback network Multi-channel Patient-specific Recording Sensitivity
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