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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
Adobe PDF(4570Kb)  |  收藏  |  浏览/下载：228/59  |  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  
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
Adobe PDF(8742Kb)  |  收藏  |  浏览/下载：362/154  |  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  
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
Adobe PDF(2166Kb)  |  收藏  |  浏览/下载：410/126  |  提交时间：2021/01/06
EEG  Emotion recognition  Domain adaptation  SPD matrix  Riemannian manifold  Prototype learning  
Reducing Calibration Efforts in RSVP Tasks With Multi-Source Adversarial Domain Adaptation 期刊论文
IEEE TRANSACTIONS ON NEURAL SYSTEMS AND REHABILITATION ENGINEERING, 2020, 卷号: 28, 期号: 11, 页码: 2344-2355
作者:  Wei, Wei;  Qiu, Shuang;  Ma, Xuelin;  Li, Dan;  Wang, Bo;  He, Huiguang
Adobe PDF(2448Kb)  |  收藏  |  浏览/下载：331/92  |  提交时间：2021/01/06
Electroencephalography  Calibration  Correlation  Brain modeling  Task analysis  Feature extraction  Visualization  EEG  RSVP-based BCI  calibration reduction  multi-source domain adaptation  correlation metric learning  
A CNN -based comparing network for the detection of steady-state visual evoked potential responses 期刊论文
NEUROCOMPUTING, 2020, 卷号: 403, 页码: 452-461
作者:  Xing, Jiezhen;  Qiu, Shuang;  Ma, Xuelin;  Wu, Chenyao;  Li, Jinpeng;  Wang, Shengpei;  He, Huiguang
Adobe PDF(2141Kb)  |  收藏  |  浏览/下载：286/60  |  提交时间：2020/08/03
Reorganization of rich-clubs in functional brain networks during propofol-induced unconsciousness and natural sleep 期刊论文
NEUROIMAGE-CLINICAL, 2020, 期号: 25, 页码: 18
作者:  Wang Shengpei;  Yun, Li;  Shuang, Qiu;  Zhang Chuncheng;  Wang Guyan;  Xian Junfang;  Li, Tianzuo;  He Huiguang
Adobe PDF(4758Kb)  |  收藏  |  浏览/下载：291/55  |  提交时间：2020/06/02
Resting-state functional magnetic resonance images (rs-fMRI)  Brain network  Rich-club organization  Propofol-induced sedation  Natural sleep  
Deep Channel-Correlation Network for Motor Imagery Decoding From the Same Limb 期刊论文
IEEE TRANSACTIONS ON NEURAL SYSTEMS AND REHABILITATION ENGINEERING, 2020, 卷号: 28, 期号: 1, 页码: 297-306
作者:  Ma, Xuelin;  Qiu, Shuang;  Wei, Wei;  Wang, Shengpei;  He, Huiguang
Adobe PDF(2475Kb)  |  收藏  |  浏览/下载：366/71  |  提交时间：2020/03/30
Channel-correlation network  electroen-cephalography (EEG)  ensemble learning  fine motor imagery  same limb  
3D Shape Reconstruction of Lumbar Vertebra from Two X-ray Images and a CT Model 期刊论文
IEEE/CAA Journal of Automatica Sinica, 2019, 卷号: 7, 期号: 10, 页码: 1-10
作者:  Fang, Longwei;  Wang, Zuowei;  Chen, Zhiqiang;  Jian, Fengzeng;  Li, Shuo;  He, Huiguang
浏览  |  Adobe PDF(5609Kb)  |  收藏  |  浏览/下载：388/110  |  提交时间：2019/07/01
3d Reconstruction  Vertebra Model  X-ray Image  2d/3d Registration  2d/2d Registration