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Classification of self-limited epilepsy with centrotemporal spikes by classical machine learning and deep learning based on electroencephalogram data 期刊论文
BRAIN RESEARCH, 2024, 卷号: 1830
作者:  Liu, Xi;  Zhang, Xinming;  Yu, Tao;  Dang, Ruochen;  Li, Jian;  Hu, Bingliang;  Wang, Quan;  Luo, Rong
Adobe PDF(5015Kb)  |  收藏  |  浏览/下载：49/0  |  提交时间：2024/07/15
Epilepsy  Electroencephalogram  Sharp wave extraction  Machine learning  Random forest  Residual network  
A comparison of neural networks algorithms for EEG and sEMG features based gait phases recognition 期刊论文
Biomedical Signal Processing and Control, 2021, 卷号: 68
作者:  Wei, Pengna;  Zhang, Jinhua;  Tian, Feifei;  Hong, Jun
Adobe PDF(5105Kb)  |  收藏  |  浏览/下载：191/0  |  提交时间：2021/04/25
Surface electromyography (sEMG)  Electroencephalogram (EEG)  Gait phases recognition  Feature dimension  Feature-classifier combination