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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：385/155  |  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  
EEG-Based Emotion Recognition with Prototype-Based Data Representation 会议论文
, 德国柏林, 2019/07
作者:  Yixin Wang;  Shuang Qiu;  Chen Zhao;  Weijie Yang;  Jinpeng Li;  Xuelin Ma;  Huiguang He
Adobe PDF(1275Kb)  |  收藏  |  浏览/下载：220/63  |  提交时间：2021/06/21
Multisource Transfer Learning for Cross- Subject EEG Emotion Recognition 期刊论文
IEEE Transactions Cybernetics, 2019, 期号: online, 页码: online
作者:  Jinpeng Li;  Shuang Qiu;  Yuan-Yuan Shen;  Cheng-Lin Liu;  Huiguang He
Adobe PDF(3564Kb)  |  收藏  |  浏览/下载：760/351  |  提交时间：2019/05/09
Brain-computer Interface, Emotion Recognition, Transfer Learning  
Grey matter connectivity within and between auditory, language and visual systems in prelingually deaf adolescents 期刊论文
RESTORATIVE NEUROLOGY AND NEUROSCIENCE, 2015, 卷号: 33, 期号: 3, 页码: 279-290
作者:  Li, Wenjing;  Li, Jianhong;  Wang, Zhenchang;  Li, Yong;  Liu, Zhaohui;  Yan, Fei;  Xian, Junfang;  He, Huiguang
Adobe PDF(643Kb)  |  收藏  |  浏览/下载：336/57  |  提交时间：2015/09/17
Brain Plasticity  Grey Matter Connectivity  Sparse Inverse Covariance Estimation (Sice)  Prelingually Deaf Adolescents  Magnetic Resonance Imaging (Mri)