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ADFCNN: Attention-Based Dual-Scale Fusion Convolutional Neural Network for Motor Imagery Brain-Computer Interface 期刊论文
IEEE TRANSACTIONS ON NEURAL SYSTEMS AND REHABILITATION ENGINEERING, 2024, 卷号: 32, 页码: 154-165
作者:  Tao, Wei;  Wang, Ze;  Wong, Chi Man;  Jia, Ziyu;  Li, Chang;  Chen, Xun;  Chen, C. L. Philip;  Wan, Feng
收藏  |  浏览/下载:17/0  |  提交时间:2024/03/26
Convolutional neural networks (CNNs)  motor imagery (MI)  brain-computer interface (BCI)  self-attention mechanism  
A learnable EEG channel selection method for MI-BCI using efficient channel attention 期刊论文
FRONTIERS IN NEUROSCIENCE, 2023, 卷号: 17, 页码: 13
作者:  Tong, Lina;  Qian, Yihui;  Peng, Liang;  Wang, Chen;  Hou, Zeng-Guang
收藏  |  浏览/下载:38/0  |  提交时间:2023/12/21
brain-computer interface  motor imagery  channel selection  deep learning  attention mechanism  
Evaluation of residual cognition in patients with disorders of consciousness based on functional near-infrared spectroscopy 期刊论文
NEUROPHOTONICS, 2023, 卷号: 10, 期号: 2, 页码: 20
作者:  Si, Juanning;  Yang, Yi;  Xu, Long;  Xu, Tianshuai;  Liu, Hao;  Zhang, Yujin;  Jing, Rixing;  Li, Jinglian;  Wang, Dongdong;  Wu, Sijin;  He, Jianghong
收藏  |  浏览/下载:100/0  |  提交时间:2023/11/17
disorders of consciousness  functional near-infrared spectroscopy  residual awareness  motor imagery  hemodynamic response  
Decoding Visual Neural Representations by Multimodal Learning of Brain-Visual-Linguistic Features 期刊论文
IEEE Transactions on Pattern Analysis and Machine Intelligence, 2023, 页码: 1-17
作者:  Du CD(杜长德);  Fu KC(付铠成);  Li JP(李劲鹏);  He HG(何晖光)
Adobe PDF(4669Kb)  |  收藏  |  浏览/下载:373/64  |  提交时间:2023/05/05
ERP prototypical matching net: a meta-learning method for zero-calibration RSVP-based image retrieval 期刊论文
JOURNAL OF NEURAL ENGINEERING, 2022, 卷号: 19, 期号: 2, 页码: 17
作者:  Wei, Wei;  Qiu, Shuang;  Zhang, Yukun;  Mao, Jiayu;  He, Huiguang
收藏  |  浏览/下载:172/0  |  提交时间:2022/06/10
EEG  RSVP-based BCI  zero-calibration  meta-learning  prototypical matching  
Efficient Brain Decoding Based on Adaptive EEG Channel Selection and Transformation 期刊论文
IEEE TRANSACTIONS ON EMERGING TOPICS IN COMPUTATIONAL INTELLIGENCE, 2022, 页码: 10
作者:  Wang, Jiaxing;  Shi, Lei;  Wang, Weiqun;  Hou, Zeng-Guang
收藏  |  浏览/下载:180/0  |  提交时间:2022/06/06
Electroencephalography  Decoding  Brain modeling  Computational modeling  Optimized production technology  Feature extraction  Data models  Channel selection  channel transformation  brain decoding  computational cost  classification accuracy  
Correlation analysis and text classification of chemical accident cases based on word embedding 期刊论文
PROCESS SAFETY AND ENVIRONMENTAL PROTECTION, 2022, 卷号: 158, 页码: 698-710
作者:  Jing, Sifeng;  Liu, Xiwei;  Gong, Xiaoyan;  Tang, Ying;  Xiong, Gang;  Liu, Sheng;  Xiang, Shuguang;  Bi, Rongshan
Adobe PDF(7149Kb)  |  收藏  |  浏览/下载:293/58  |  提交时间:2022/03/17
Text mining  Correlation analysis  Text classification  Word embedding  Deep learning  Chemical accident cases  
Time-Distributed Attention Network for EEG-Based Motor Imagery Decoding From the Same Limb 期刊论文
IEEE TRANSACTIONS ON NEURAL SYSTEMS AND REHABILITATION ENGINEERING, 2022, 卷号: 30, 页码: 496-508
作者:  Ma, Xuelin;  Qiu, Shuang;  He, Huiguang
收藏  |  浏览/下载:176/0  |  提交时间:2022/06/06
Attention mechanism  electroencephalography (EEG)  fine motor imagery  same limb  
Dynamic Weighted Filter Bank Domain Adaptation for Motor Imagery Brain-Computer Interfaces 期刊论文
IEEE Transactions on Cognitive and Developmental Systems (TCDS), 2022, 页码: 1-1
作者:  Yukun Zhang;  Shuang Qiu;  Wei Wei;  Xuelin Ma;  Huiguang H
Adobe PDF(1058Kb)  |  收藏  |  浏览/下载:178/56  |  提交时间:2023/01/17
Detecting Residual Awareness in Patients With Prolonged Disorders of Consciousness: An fNIRS Study 期刊论文
FRONTIERS IN NEUROLOGY, 2021, 卷号: 12, 页码: 10
作者:  Li, Meng;  Yang, Yi;  Zhang, Yujin;  Gao, Yuhang;  Jing, Rixing;  Dang, Yuanyuan;  Chen, Xueling;  He, Jianghong;  Si, Juanning
收藏  |  浏览/下载:222/0  |  提交时间:2021/11/02
disorders of consciousness  functional near-infrared spectroscopy  motor imagery  support vector machine  minimally consciousness state