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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
Authors:
Wei, Wei
;
Qiu, Shuang
;
Zhang, Yukun
;
Mao, Jiayu
;
He, Huiguang
Favorite
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View/Download:16/0
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Submit date:2022/06/10
EEG
RSVP-based BCI
zero-calibration
meta-learning
prototypical matching
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
Authors:
Du, Changde
;
Du, Changying
;
Huang, Lijie
;
Wang, Haibao
;
He, Huiguang
Favorite
  |  
View/Download:14/0
  |  
Submit date: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
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
Authors:
Ma, Xuelin
;
Qiu, Shuang
;
He, Huiguang
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View/Download:13/0
  |  
Submit date:2022/06/06
Attention mechanism
electroencephalography (EEG)
fine motor imagery
same limb
Neural Encoding for Human Visual Cortex With Deep Neural Networks Learning "What" and "Where"
期刊论文
IEEE TRANSACTIONS ON COGNITIVE AND DEVELOPMENTAL SYSTEMS, 2021, 卷号: 13, 期号: 4, 页码: 827-840
Authors:
Wang, Haibao
;
Huang, Lijie
;
Du, Changde
;
Li, Dan
;
Wang, Bo
;
He, Huiguang
Favorite
  |  
View/Download:16/0
  |  
Submit date:2022/01/27
Visualization
Feature extraction
Encoding
Brain modeling
Biological neural networks
Sociology
Statistics
Deep neural network (DNN)
neural encoding
regularization
"what" and "where"
Continuous theta-burst stimulation modulates resting-state EEG microstates in healthy subjects
期刊论文
COGNITIVE NEURODYNAMICS, 2021, 页码: 11
Authors:
Qiu, Shuang
;
Wang, Shengpei
;
Peng, Weiwei
;
Yi, Weibo
;
Zhang, Chuncheng
;
Zhang, Jing
;
He, Huiguang
Favorite
  |  
View/Download:16/0
  |  
Submit date:2021/12/28
Continuous theta-burst stimulation
Resting-state EEG
Brain dynamics
EEG microstate
Microstate functional connectivity
Boundary Aware U-Net for Retinal Layers Segmentation in Optical Coherence Tomography Images
期刊论文
IEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS, 2021, 卷号: 25, 期号: 8, 页码: 0-0
Authors:
Bo,Wang
;
Wei,Wei
;
Shuang,Qiu
;
Shengpei,Wang
;
Huiguang,He
Adobe PDF(23227Kb)
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View/Download:63/3
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Submit date:2021/06/21
Retinal layers segmentation
Boundary detection
OCT
BAU-Net
Topology guarantee loss
Multi -task contrastive learning for automatic CT and X-ray diagnosis of COVID-19
期刊论文
PATTERN RECOGNITION, 2021, 卷号: 114, 页码: 12
Authors:
Li, Jinpeng
;
Zhao, Gangming
;
Tao, Yaling
;
Zhai, Penghua
;
Chen, Hao
;
He, Huiguang
;
Cai, Ting
Favorite
  |  
View/Download:71/0
  |  
Submit date:2021/05/06
Computed tomography
X-ray
COVID-19
Deep learning
Multi-task learning
Contrastive learning
Multimodal deep generative adversarial models for scalable doubly semi-supervised learning
期刊论文
INFORMATION FUSION, 2021, 卷号: 68, 页码: 118-130
Authors:
Du, Changde
;
Du, Changying
;
He, Huiguang
Favorite
  |  
View/Download:39/0
  |  
Submit date:2021/03/29
Multiview learning
Multimodal fusion
Generative adversarial networks
Deep generative models
Semi-supervised learning
CSU-Net: A Context Spatial U-Net for Accurate Blood Vessel Segmentation in Fundus Images
期刊论文
IEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS, 2021, 卷号: 25, 期号: 4, 页码: 1128-1138
Authors:
Bo,Wang
;
Shengpei,Wang
;
Shuang,Qiu
;
Wei,Wei
;
Haibao,Wang
;
Huiguang,He
Adobe PDF(6892Kb)
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View/Download:42/5
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Submit date:2021/06/21
Fundus images
blood vessel segmentation
CSU-Net
feature fusion
structure loss
Target Detection Using Ternary Classification During a Rapid Serial Visual Presentation Task Using Magnetoencephalography Data
期刊论文
FRONTIERS IN COMPUTATIONAL NEUROSCIENCE, 2021, 卷号: 15, 页码: 13
Authors:
Zhang, Chuncheng
;
Qiu, Shuang
;
Wang, Shengpei
;
He, Huiguang
Favorite
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View/Download:42/0
  |  
Submit date:2021/04/27
RSVP
ERP
MEG
CNN
SVM