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科研机构
自动化研究所 [10]
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期刊论文 [9]
会议论文 [1]
发表日期
2021 [10]
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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
作者:
Wang, Haibao
;
Huang, Lijie
;
Du, Changde
;
Li, Dan
;
Wang, Bo
收藏
  |  
浏览/下载:41/0
  |  
提交时间: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
作者:
Qiu, Shuang
;
Wang, Shengpei
;
Peng, Weiwei
;
Yi, Weibo
;
Zhang, Chuncheng
收藏
  |  
浏览/下载:26/0
  |  
提交时间: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
作者:
Bo,Wang
;
Wei,Wei
;
Shuang,Qiu
;
Shengpei,Wang
;
Huiguang,He
收藏
  |  
浏览/下载:51/0
  |  
提交时间:2021/06/21
Retinal layers segmentation
Boundary detection
OCT
BAU-Net
Topology guarantee loss
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
收藏
  |  
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
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
作者:
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  |  
浏览/下载:36/0
  |  
提交时间: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
作者:
Du, Changde
;
Du, Changying
;
He, Huiguang
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  |  
浏览/下载:24/0
  |  
提交时间: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
作者:
Bo,Wang
;
Shengpei,Wang
;
Shuang,Qiu
;
Wei,Wei
;
Haibao,Wang
收藏
  |  
浏览/下载:22/0
  |  
提交时间: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
作者:
Zhang, Chuncheng
;
Qiu, Shuang
;
Wang, Shengpei
;
He, Huiguang
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  |  
浏览/下载:40/0
  |  
提交时间:2021/04/27
RSVP
ERP
MEG
CNN
SVM
Multi-subject data augmentation for target subject semantic decoding with deep multi-view adversarial learning
期刊论文
INFORMATION SCIENCES, 2021, 卷号: 547, 页码: 1025-1044
作者:
Li, Dan
;
Du, Changde
;
Wang, Shengpei
;
Wang, Haibao
;
He, Huiguang
收藏
  |  
浏览/下载:26/0
  |  
提交时间:2021/03/02
Data augmentation
Semantic decoding
Multi-view adversarial learning
Sparse reconstruction relation
A prototype-based SPD matrix network for domain adaptation EEG emotion recognition
期刊论文
PATTERN RECOGNITION, 2021, 卷号: 110, 期号: 1, 页码: 12
作者:
Wang, Yixin
;
Qiu, Shuang
;
Ma, Xuelin
;
He, Huiguang
收藏
  |  
浏览/下载:58/0
  |  
提交时间:2021/01/06
EEG
Emotion recognition
Domain adaptation
SPD matrix
Riemannian manifold
Prototype learning
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