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科研机构
自动化研究所 [23]
国家天文台 [3]
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期刊论文 [19]
会议论文 [7]
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2022 [7]
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浏览/检索结果:
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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
收藏
  |  
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
Exploring the brain-like properties of deep neural networks: a neural encoding perspective
期刊论文
Machine Intelligence Research, 2022, 卷号: 19, 期号: 5, 页码: 439-455
作者:
Qiongyi Zhou
;
Changde Du
;
Huiguang He
收藏
  |  
浏览/下载:12/0
  |  
提交时间:2023/01/17
Multi-Modal Domain Adaptation Variational Auto-encoder for EEG-Based Emotion Recognition
期刊论文
IEEE-CAA JOURNAL OF AUTOMATICA SINICA, 2022, 卷号: 9, 期号: 9, 页码: 1612-1626
作者:
Wang, Yixin
;
Qiu, Shuang
;
Li, Dan
;
Du, Changde
;
Lu, Bao-Liang
收藏
  |  
浏览/下载:19/0
  |  
提交时间:2022/11/14
Cycle-consistency
domain adaptation
electroencephalograph (EEG)
multi modality
variational autoencoder
Deep Modality Assistance Co-Training Network for Semi-Supervised Multi-Label Semantic Decoding
期刊论文
IEEE Transactions on Multimedia, 2022, 卷号: 24, 页码: 3287-3299
作者:
Dan Li
;
Changde Du
;
Haibao Wang
;
Qiongyi Zhou
;
Huiguang He
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  |  
浏览/下载:9/0
  |  
提交时间:2023/01/17
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
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  |  
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
Multi-Modal Domain Adaptation Variational Autoencoder for EEG-Based Emotion Recognition
期刊论文
IEEE/CAA Journal of Automatica Sinica, 2022, 卷号: 9, 期号: 9, 页码: 1612-1626
作者:
Yixin Wang
;
Shuang Qiu
;
Dan Li
;
Changde Du
;
Bao-Liang Lu
收藏
  |  
浏览/下载:14/0
  |  
提交时间:2022/08/19
Cycle-consistency
domain adaptation
electroencephalograph (EEG)
multi modality
variational autoencoder
Neural Encoding and Decoding with a Flow-based Invertible Generative Model
期刊论文
IEEE Transactions on Cognitive and Developmental Systems (TCDS), 2022, 页码: Early Access
作者:
Qiongyi Zhou
;
Changde Du
;
Dan Li
;
Haibao Wang
;
Jian K. Liu
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  |  
浏览/下载:5/0
  |  
提交时间:2023/01/17
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"
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
收藏
  |  
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
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
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