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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
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浏览/下载:0/0
  |  
提交时间:2024/02/22
Brain-computer interface
Multi-source domain filter
Transfer learning
Ensemble learning
EEGNet
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
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  |  
浏览/下载:1/0
  |  
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
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  |  
浏览/下载:15/0
  |  
提交时间:2023/05/31
brain-computer interface
motor imagery
multimodal
EEG-fNIRS
center loss
Multi-View Multi-Label Fine-Grained Emotion Decoding From Human Brain Activity
期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2022, 页码: 15
作者:
Fu, Kaicheng
;
Du, Changde
;
Wang, Shengpei
;
He, Huiguang
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  |  
浏览/下载:14/0
  |  
提交时间:2022/12/27
Decoding
Brain modeling
Functional magnetic resonance imaging
Predictive models
Emotion recognition
Dimensionality reduction
Pattern recognition
Fine-grained emotion decoding
multi-label learning
multi-view learning
product of experts (PoEs)
variational autoencoder
Bidirectional Siamese correlation analysis method for enhancing the detection of SSVEPs
期刊论文
JOURNAL OF NEURAL ENGINEERING, 2022, 卷号: 19, 期号: 4, 页码: 20
作者:
Zhang, Xinyi
;
Qiu, Shuang
;
Zhang, Yukun
;
Wang, Kangning
;
Wang, Yijun
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浏览/下载:41/0
  |  
提交时间:2022/09/19
brain-computer interface (BCI)
electroencephalogram (EEG)
deep learning
steady-state visual evoked potential (SSVEP)
Cross-Modal Cloze Task: A New Task to Brain-to-Word Decoding
会议论文
Dublin, Ireland, 2022-5
作者:
Shuxian, Zou
;
Shaonan, Wang
;
Jiajun, Zhang
;
Chengqing, Zong
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浏览/下载:15/0
  |  
提交时间:2022/06/14
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
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  |  
浏览/下载:20/0
  |  
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
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  |  
浏览/下载:17/0
  |  
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
Structured Neural Decoding With Multitask Transfer Learning of Deep Neural Network Representations
期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2022, 卷号: 33, 期号: 2, 页码: 600-614
作者:
Du, Changde
;
Du, Changying
;
Huang, Lijie
;
Wang, Haibao
;
He, Huiguang
收藏
  |  
浏览/下载:41/0
  |  
提交时间:2022/03/17
Decoding
Image reconstruction
Functional magnetic resonance imaging
Visualization
Task analysis
Brain
Correlation
Deep neural network (DNN)
functional magnetic resonance imaging (fMRI)
image reconstruction
multioutput regression
neural decoding
Neural Decoding of Visual Information Across Different Neural Recording Modalities and Approaches
期刊论文
Machine Intelligence Research, 2022, 卷号: 19, 期号: 5, 页码: 350-365
作者:
Yi-Jun Zhang
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  |  
浏览/下载:8/0
  |  
提交时间:2022/09/30
Neural decoding
machine learning
deep learning
visual decoding
brain-inspired vision
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