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Improved Video Emotion Recognition with Alignment of CNN and Human Brain Representations 期刊论文
IEEE Transactions on Affective Computing, 2023, 页码: 1-15
Authors:  Fu, Kaicheng;  Du, Changde;  Wang, Shengpei;  He, Huiguang
Adobe PDF(3907Kb)  |  Favorite  |  View/Download:28/5  |  Submit date:2024/05/28
CNN-brain Alignment  Brain-guided Deep Learning  Video Emotion Recognition  Representation Similarity Analysis  
Disrupted Gray Matter Networks Associated with Cognitive Dysfunction in Cerebral Small Vessel Disease 期刊论文
BRAIN SCIENCES, 2023, 卷号: 13, 期号: 10, 页码: 19
Authors:  Gao, Yian;  Wang, Shengpei;  Xin, Haotian;  Feng, Mengmeng;  Zhang, Qihao;  Sui, Chaofan;  Guo, Lingfei;  Liang, Changhu;  Wen, Hongwei
Favorite  |  View/Download:99/0  |  Submit date:2023/12/21
cerebral small vessel disease  cerebral microbleeds  voxel-based morphometry  gray matter networks  graph theory  
Decreased Local Specialization of Brain Structural Networks Associated with Cognitive Dysfuntion Revealed by Probabilistic Diffusion Tractography for Different Cerebral Small Vessel Disease Burdens 期刊论文
MOLECULAR NEUROBIOLOGY, 2023, 页码: 14
Authors:  Feng, Mengmeng;  Wen, Hongwei;  Xin, Haotian;  Wang, Shengpei;  Gao, Yian;  Sui, Chaofan;  Liang, Changhu;  Guo, Lingfei
Favorite  |  View/Download:118/0  |  Submit date:2023/11/17
Cerebral small vessel disease burden  Diffusion tensor imaging  probabilistic tractography  Structural network  Graph theory  
A multimodal approach to estimating vigilance in SSVEP-based BCI 期刊论文
EXPERT SYSTEMS WITH APPLICATIONS, 2023, 卷号: 225, 页码: 16
Authors:  Wang, Kangning;  Qiu, Shuang;  Wei, Wei;  Zhang, Yukun;  Wang, Shengpei;  He, Huiguang;  Xu, Minpeng;  Jung, Tzyy-Ping;  Ming, Dong
Favorite  |  View/Download:114/0  |  Submit date:2023/11/17
Vigilance estimation  Brain -computer interface (BCI)  Graph neural network  Electroencephalogram (EEG)  Steady-state visual evoked potential (SSVEP)  Multimodal fusion  
Characterization of white matter microstructural abnormalities associated with cognitive dysfunction in cerebral small vessel disease with cerebral microbleeds 期刊论文
JOURNAL OF AFFECTIVE DISORDERS, 2023, 卷号: 324, 页码: 259-269
Authors:  Sui, Chaofan;  Wen, Hongwei;  Wang, Shengpei;  Feng, Mengmeng;  Xin, Haotian;  Gao, Yian;  Li, Jing;  Guo, Lingfei;  Liang, Changhu
Favorite  |  View/Download:86/0  |  Submit date:2023/11/17
Cerebral small vessel disease  Cerebral microbleeds  Diffusion tensor imaging  Tract-based spatial statistics  Cognitive dysfunction  
Instance-wise multi-view representation learning 期刊论文
INFORMATION FUSION, 2023, 卷号: 91, 页码: 612-622
Authors:  Li, Dan;  Wang, Haibao;  Wang, Yufeng;  Wang, Shengpei
Favorite  |  View/Download:130/0  |  Submit date:2023/03/20
Multi-view representation learning  Instance-wise selection  View-specific  View-shared  
Driving brain state transitions in major depressive disorder through external stimulation 期刊论文
Human Brain Mapping, 2022, 卷号: 43, 期号: 17, 页码: 5326-5339
Authors:  Shengpei Wang;  Hongwei Wen;  Shuang Qiu;  Peng Xie;  Jiang Qiu;  Huiguang He
Adobe PDF(3245Kb)  |  Favorite  |  View/Download:235/68  |  Submit date:2023/01/17
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: 1-15
Authors:  Fu, Kaicheng;  Du, Changde;  Wang, Shengpei;  He, Huiguang
Adobe PDF(4570Kb)  |  Favorite  |  View/Download:295/70  |  Submit date:2022/12/27
Fine-grained Emotion Decoding  Multi-view Learning  Multi-label Learning  Variational Autoencoder  Product of Experts  
Altered Brain Morphometry in Cerebral Small Vessel Disease With Cerebral Microbleeds: An Investigation Combining Univariate and Multivariate Pattern Analyses 期刊论文
FRONTIERS IN NEUROLOGY, 2022, 卷号: 13, 页码: 12
Authors:  Li, Jing;  Wen, Hongwei;  Wang, Shengpei;  Che, Yena;  Zhang, Nan;  Guo, Lingfei
Favorite  |  View/Download:186/0  |  Submit date:2022/06/06
cerebral small vessel disease  cerebral microbleeds  gray matter volume  white matter volume  multivariate pattern analysis  
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:203/0  |  Submit date:2021/12/28
Continuous theta-burst stimulation  Resting-state EEG  Brain dynamics  EEG microstate  Microstate functional connectivity