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A Multi-Modal Classification Method for Early Diagnosis of Mild Cognitive Impairment and Alzheimer's Disease Using Three Paradigms With Various Task Difficulties 期刊论文
IEEE Transactions on Neural Systems and Rehabilitation Engineering, 2024, 卷号: 32, 页码: 1456-1465
作者:  Chen Sheng;  Zhang Chutian;  Yang Hongjun;  Peng Liang;  Xie Haiqun;  Lv Zeping;  Hou Zeng-Guang
Adobe PDF(10190Kb)  |  收藏  |  浏览/下载：53/16  |  提交时间：2024/05/29
Dementia  multi-modal  machine learning  domain-adversarial neural network  
A learnable EEG channel selection method for MI-BCI using efficient channel attention 期刊论文
FRONTIERS IN NEUROSCIENCE, 2023, 卷号: 17, 页码: 13
作者:  Tong, Lina;  Qian, Yihui;  Peng, Liang;  Wang, Chen;  Hou, Zeng-Guang
Adobe PDF(2021Kb)  |  收藏  |  浏览/下载：116/23  |  提交时间：2023/12/21
brain-computer interface  motor imagery  channel selection  deep learning  attention mechanism  
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
作者:  Fu, Kaicheng;  Du, Changde;  Wang, Shengpei;  He, Huiguang
Adobe PDF(4570Kb)  |  收藏  |  浏览/下载：326/76  |  提交时间：2022/12/27
Fine-grained Emotion Decoding  Multi-view Learning  Multi-label Learning  Variational Autoencoder  Product of Experts  
Anterior-Posterior Hippocampal Dynamics Support Working Memory Processing 期刊论文
JOURNAL OF NEUROSCIENCE, 2022, 卷号: 42, 期号: 3, 页码: 443-453
作者:  Li, Jin;  Cao, Dan;  Dimakopoulos, Vasileios;  Shi, Weiyang;  Yu, Shan;  Fan, Lingzhong;  Stieglitz, Lennart;  Imbach, Lukas;  Sarnthein, Johannes;  Jiang, Tianzi
Adobe PDF(1902Kb)  |  收藏  |  浏览/下载：332/62  |  提交时间：2022/03/17
hippocampus  intracranial EEG  longitudinal axis  working memory  
Changes of Effective Connectivity in the Alpha Band Characterize Differential Processing of Audiovisual Information in Cross-Modal Selective Attention 期刊论文
NEUROSCIENCE BULLETIN, 2020, 卷号: 36, 期号: 9, 页码: 1009-1022
作者:  Niu, Weikun;  Jiang, Yuying;  Zhang, Xin;  Jiang, Tianzi;  Zhang, Yujin;  Yu, Shan
Adobe PDF(3941Kb)  |  收藏  |  浏览/下载：282/0  |  提交时间：2020/08/24
Human EEG  Audiovisual selective attention  Granger Causality  Pattern classification  
Assessing Brain Networks by Resting-State Dynamic Functional Connectivity: An fNIRS-EEG Study 期刊论文
FRONTIERS IN NEUROSCIENCE, 2020, 卷号: 13, 页码: 12
作者:  Zhang, Yujin;  Zhu, Chaozhe
收藏  |  浏览/下载：279/0  |  提交时间：2020/03/30
functional connectivity  resting state  dynamic  functional near-infrared spectroscopy  electroencephalogram