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自动化研究所 [5]
清华大学 [4]
华南理工大学 [4]
沈阳自动化研究所 [3]
深圳先进技术研究院 [2]
西安交通大学 [1]
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期刊论文 [13]
会议论文 [7]
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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:1/0
  |  
提交时间:2023/12/21
brain-computer interface
motor imagery
channel selection
deep learning
attention mechanism
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:15/0
  |  
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
Parallel Spatial-Temporal Self-Attention CNN-Based Motor Imagery Classification for BCI
期刊论文
FRONTIERS IN NEUROSCIENCE, 2020, 卷号: 14, 页码: 12
作者:
Liu, Xiuling
;
Shen, Yonglong
;
Liu, Jing
;
Yang, Jianli
收藏
  |  
浏览/下载:21/0
  |  
提交时间:2021/12/01
motor imagery
EEG
BCI
spatial-temporal self-attention
deep learning
Bilinear neural network with 3-D attention for brain decoding of motor imagery movements from the human EEG
期刊论文
COGNITIVE NEURODYNAMICS, 2020, 页码: 9
作者:
Fan, Chen-Chen
;
Yang, Hongjun
;
Hou, Zeng-Guang
;
Ni, Zhen-Liang
;
Chen, Sheng
收藏
  |  
浏览/下载:18/0
  |  
提交时间:2021/01/06
EEG
Motor imagery
Convolutional neural network
Bilinear vectors
Attention mechanism
Bilinear neural network with 3-D attention for brain decoding of motor imagery movements from the human EEG
期刊论文
Cognitive Neurodynamics, 2020, 卷号: vol. 15, 页码: 181–189
作者:
Fan, Chen-Chen
;
Yang, Hongjun
;
Hou, Zeng-Guang
;
Ni, Zhen-Liang
;
Chen, Sheng
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  |  
浏览/下载:0/0
  |  
提交时间:2023/06/02
Group feature selection with multiclass support vector machine
期刊论文
NEUROCOMPUTING, 2018, 卷号: 317, 页码: 42-49
作者:
Adam, Lukas
;
Tang FZ(唐凤珍)
;
Si BL(斯白露)
收藏
  |  
浏览/下载:22/0
  |  
提交时间:2018/09/30
Group Feature Selection
Support Vector Machine
Multiclass Support Vector Machine
Alternating Direction Method Of Multipliers
Eeg Channel Selection
Brain functional connectivity analysis and crucial channel selection using channel-wise CNN
会议论文
Siem Reap, Cambodia, 2018
作者:
Wang, Jiaxing
;
Wang, Weiqun
;
Hou, Zengguang
;
Liang, Xu
;
Ren, Shixin
收藏
  |  
浏览/下载:15/0
  |  
提交时间:2021/06/01
Group feature selection with multiclass support vector machine
期刊论文
NEUROCOMPUTING, 2018, 卷号: 317, 页码: 42-49
作者:
Tang FZ(唐凤珍)
;
Adam, Lukas
;
Si BL(斯白露)
收藏
  |  
浏览/下载:15/0
  |  
提交时间:2018/09/30
Group Feature Selection
Support Vector Machine
Multiclass Support Vector Machine
Alternating Direction Method Of Multipliers
Eeg Channel Selection
Motor Imagery Classification of Upper Limb Movements Based on Spectral Domain Features of EEG Patterns
会议论文
JeJu Island, S. Korea, 11-15 July 2017, 2017
作者:
Oluwarotimi Williams Samuel
;
Xiangxin Li
;
Yanjuan Geng
;
Peng Fang
;
Shixiong Chen
收藏
  |  
浏览/下载:17/0
  |  
提交时间:2018/02/02
The Analysis of Decoding Parameter Selection of Hand Movements Based on Brain Function Network
会议论文
作者:
Zhang, Linhua
;
Wang, Baozeng
;
Hong, Jun
;
Li, Ting
收藏
  |  
浏览/下载:3/0
  |  
提交时间:2019/12/02
Brain Function Network
Brain Rhythms
Movement Decoding
EEG
Channel Combination
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