An Epileptic EEG Detection Method Based on Data Augmentation and Lightweight Neural Network

Objective: Epilepsy, an enduring neurological disorder, afflicts approximately 65 million individuals globally, significantly impacting their physical and mental wellbeing. Traditional epilepsy detection methods are labor-intensive, leading to inefficiencies. Although deep learning techniques for br...

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Bibliographic Details
Main Authors: Chenlong Wang, Lei Liu, Wenhai Zhuo, Yun Xie
Format: Article
Language:English
Published: IEEE 2024-01-01
Series:IEEE Journal of Translational Engineering in Health and Medicine
Subjects:
Online Access:https://ieeexplore.ieee.org/document/10229231/