Epileptic seizure prediction based on multiresolution convolutional neural networks

• Published in: Frontiers in signal processing (Lausanne) Vol. 3
• Main Authors: Ibrahim, Ali K., Zhuang, Hanqi, Tognoli, Emmanuelle, Muhamed Ali, Ali, Erdol, Nurgun
• Format: Journal Article
• Language: English
• Published: Frontiers Media S.A 30.05.2023
• Subjects: CNN; epilepsy; multiresolution convolutional neural networks; seizure prediction; wavelet transform

Epilepsy withholds patients’ control of their body or consciousness and puts them at risk in the course of their daily life. This article pursues the development of a smart neurocomputational technology to alert epileptic patients wearing EEG sensors of an impending seizure. An innovative approach f...