Xiangmin Lun

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 · 152 citations

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 · 147 citations · Full text

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 · 108 citations · Full text

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 · 41 citations

Novel Method, Machine Vision, Image Analysis +13

Deep Feature Mining via the Attention-Based Bidirectional Long Short Term Memory Graph Convolutional Neural Network for Human Motor Imagery Recognition

Yimin Hou, Shuyue Jia, Xiangmin Lun et al. · Frontiers in Bioengineering and Biotechnology · 2022 · 36 citations · Full text