Yimin Hou

GCNs-Net: A Graph Convolutional Neural Network Approach for Decoding Time-Resolved EEG Motor Imagery Signals

Yimin Hou, Shuyue Jia, Xiangmin Lun et al. · IEEE Transactions on Neural Networks and Learning Systems · 2022 · 164 citations

Computing, Computer Science, Neuroscience +17

A novel approach of decoding EEG four-class motor imagery tasks via scout ESI and CNN

Yimin Hou, Lu Zhou, Shuyue Jia et al. · Journal of Neural Engineering · 2019 · 150 citations · Full text

Life Sciences, Computer Science, Neuroscience +17

A Simplified CNN Classification Method for MI-EEG via the Electrode Pairs Signals

Xiangmin Lun, Zhenglin Yu, Tao Chen et al. · Frontiers in Human Neuroscience · 2020 · 109 citations · Full text

Engineering, Biomedical Engineering, Computer Science +17

MgNet: A fault diagnosis approach for multi-bearing system based on auxiliary bearing and multi-granularity information fusion

Jin Deng, Han Liu, Hairui Fang et al. · Mechanical Systems and Signal Processing · 2023 · 99 citations

Engineering, Computer Engineering, Systems Engineering +17

A novel method for classification of multi-class motor imagery tasks based on feature fusion

Yimin Hou, Tao Chen, Xiangmin Lun et al. · Neuroscience Research · 2021 · 43 citations

Computing, Computer Science, Machine Learning +13