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西安交通大学 [29]
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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
收藏
  |  
浏览/下载:7/0
  |  
提交时间:2024/03/26
Convolutional neural networks (CNNs)
motor imagery (MI)
brain-computer interface (BCI)
self-attention mechanism
Toward a Fast and Robust MI-BCI: Online Adaptation of Stimulus Paradigm and Classification Model
期刊论文
IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT, 2024, 卷号: 73, 页码: 12
作者:
Wang, Jiaxing
;
Wang, Weiqun
;
Su, Jianqiang
;
Wang, Yihan
;
Hou, Zeng-Guang
收藏
  |  
浏览/下载:4/0
  |  
提交时间:2024/05/30
Brain-computer interface (BCI)
classification model adaption
information transfer rate (ITR)
motor imagery (MI) duration
stimulus paradigm adjustment
EEGNet-based multi-source domain filter for BCI transfer learning
期刊论文
MEDICAL & BIOLOGICAL ENGINEERING & COMPUTING, 2023, 页码: 12
作者:
Li, Mengfan
;
Li, Jundi
;
Song, Zhiyong
;
Deng, Haodong
;
Xu, Jiaming
收藏
  |  
浏览/下载:5/0
  |  
提交时间:2024/02/22
Brain-computer interface
Multi-source domain filter
Transfer learning
Ensemble learning
EEGNet
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:4/0
  |  
提交时间:2023/12/21
brain-computer interface
motor imagery
channel selection
deep learning
attention mechanism
Investigating EEG-based cross-session and cross-task vigilance estimation in BCI systems
期刊论文
JOURNAL OF NEURAL ENGINEERING, 2023, 卷号: 20, 期号: 5, 页码: 15
作者:
Wang, Kangning
;
Qiu, Shuang
;
Wei, Wei
;
Yi, Weibo
;
He, Huiguang
收藏
  |  
浏览/下载:13/0
  |  
提交时间:2023/11/17
brain-computer interface (BCI)
electroencephalogram (EEG)
vigilance estimation
A multimodal approach to estimating vigilance in SSVEP-based BCI
期刊论文
EXPERT SYSTEMS WITH APPLICATIONS, 2023, 卷号: 225, 页码: 16
作者:
Wang, Kangning
;
Qiu, Shuang
;
Wei, Wei
;
Zhang, Yukun
;
Wang, Shengpei
收藏
  |  
浏览/下载:13/0
  |  
提交时间:2023/11/17
Vigilance estimation
Brain -computer interface (BCI)
Graph neural network
Electroencephalogram (EEG)
Steady-state visual evoked potential (SSVEP)
Multimodal fusion
Emotional brain network decoded by biological spiking neural network
期刊论文
FRONTIERS IN NEUROSCIENCE, 2023, 卷号: 17, 页码: 17
作者:
Xu, Hubo
;
Cao, Kexin
;
Chen, Hongguang
;
Abudusalamu, Awuti
;
Wu, Wei
收藏
  |  
浏览/下载:7/0
  |  
提交时间:2023/11/17
emotion
affective computing
brain network
neural oscillation
neuroregulation
self-backpropagation
spiking neural network
brain-computer interface
Multimodal motor imagery decoding method based on temporal spatial feature alignment and fusion
期刊论文
Journal of Neural Engineering, 2023, 卷号: 20, 期号: 2
作者:
Zhang,Yukun
;
Qiu,Shuang
;
He,Huiguang
收藏
  |  
浏览/下载:24/0
  |  
提交时间:2023/05/31
brain-computer interface
motor imagery
multimodal
EEG-fNIRS
center loss
Dynamic Domain Adaptation for Class-Aware Cross-Subject and Cross-Session EEG Emotion Recognition
期刊论文
IEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS, 2022, 卷号: 26, 期号: 12, 页码: 5964-5973
作者:
Li, Zhunan
;
Zhu, Enwei
;
Jin, Ming
;
Fan, Cunhang
;
He, Huiguang
收藏
  |  
浏览/下载:37/0
  |  
提交时间:2023/02/22
Brain-computer interface
emotion recognition
transfer learning
domain adaptation
Restoring After Central Nervous System Injuries: Neural Mechanisms and Translational Applications of Motor Recovery
期刊论文
NEUROSCIENCE BULLETIN, 2022, 页码: 19
作者:
Gao, Zhengrun
;
Pang, Zhen
;
Chen, Yiming
;
Lei, Gaowei
;
Zhu, Shuai
收藏
  |  
浏览/下载:20/0
  |  
提交时间:2022/12/27
Stroke
Traumatic brain injury
Spinal cord injury
Brain-computer interface system
Neuroplasticity
Ipsilateral motor control
Axon regrowth
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