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深圳先进技术研究院 [20]
西安交通大学 [17]
沈阳自动化研究所 [17]
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会议论文 [35]
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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
A novel mothed for EEG motor imagery classification with graph convolutional network
会议论文
中国广州, 2022-8
作者:
Qu, Zongfu
;
Yin, Zhigang
;
Yang, Luo
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  |  
浏览/下载:9/0
  |  
提交时间:2023/05/31
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
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  |  
浏览/下载:16/0
  |  
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
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
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  |  
浏览/下载:19/0
  |  
提交时间:2022/06/06
Attention mechanism
electroencephalography (EEG)
fine motor imagery
same limb
Common Spatial Pattern with L21-Norm
期刊论文
NEURAL PROCESSING LETTERS, 2021
作者:
Gu, Jingyu
;
Wei, Mengting
;
Guo, Yiyun
;
Wang, Haixian
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  |  
浏览/下载:88/0
  |  
提交时间:2021/07/19
Brain-computer interfaces (BCI)
Common spatial pattern (CSP)
L21-norm
Robust feature extraction
Filter Bank Adversarial Domain Adaptation For Motor Imagery Brain Computer Interface
会议论文
Online, 18-22 July 2021
作者:
Yukun Zhang
;
Shuang Qiu
;
Wei Wei
;
Xuelin Ma
;
Huiguang He
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  |  
浏览/下载:0/0
  |  
提交时间:2023/06/26
brain-computer interface
motor imagery
transfer learning
domain adaptation
filter bank
calibration reduction
A motor imagery EEG signal classification algorithm based on recurrence plot convolution neural network
期刊论文
Pattern Recognition Letters, 2021, 卷号: 146, 页码: 134-141
作者:
Meng, XianJia
;
Qiu, Shi
;
Wan, Shaohua
;
Cheng, Keyang
;
Cui, Lei
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  |  
浏览/下载:63/0
  |  
提交时间:2021/04/21
EEG signal
Recurrence plot
Convolution neural network
Classification
Motor imagery
Fugl-Meyer hand motor imagination recognition for brain-computer interfaces using only fNIRS
期刊论文
COMPLEX & INTELLIGENT SYSTEMS, 2021, 页码: 11
作者:
Li, Chenguang
;
Yang, Hongjun
;
Cheng, Long
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  |  
浏览/下载:15/0
  |  
提交时间:2021/03/01
Brain-computer interface
Functional near-infrared spectroscopy (fNIRS)
Motor imagery
Classification
Empirical mode decomposition
Probabilistic learning vector quantization on manifold of symmetric positive definite matrices
期刊论文
Neural Networks, 2021, 卷号: 142, 页码: 105-118
作者:
Tang FZ(唐凤珍)
;
Feng HF(冯海峰)
;
Tino, Peter
;
Si BL(斯白露)
;
Ji DX(冀大雄)
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  |  
浏览/下载:5/0
  |  
提交时间:2021/05/25
Probabilistic learning vector quantization
Learning vector quantization
Symmetric positive definite matrices
Riemannian geodesic distances
Riemannian manifold
Generalized Learning Riemannian Space Quantization: A Case Study on Riemannian Manifold of SPD Matrices
期刊论文
IEEE Transactions on Neural Networks and Learning Systems, 2021, 卷号: 32, 期号: 1, 页码: 281-292
作者:
Tang FZ(唐凤珍)
;
Fan ML(范孟灵)
;
Tino, Peter
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  |  
浏览/下载:35/0
  |  
提交时间:2021/01/24
Generalized learning vector quantization (GLVQ)
learning vector quantization (LVQ)
Riemannian geodesic distances
Riemannian manifold
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