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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：22/5  |  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：83/9  |  提交时间：2023/12/21
brain-computer interface  motor imagery  channel selection  deep learning  attention mechanism  
分布式文本表示与大脑语言表征相似性的可解释性分析 期刊论文
中文信息学报, 2023, 页码: 11
作者:  张肖寒;  王少楠;  宗成庆
Adobe PDF(1060Kb)  |  收藏  |  浏览/下载：159/56  |  提交时间：2023/06/20
分布式文本表示  脑活动  神经编码  
How Does the Experimental Setting Affect the Conclusions of Neural Encoding Models? 会议论文
, Marseille, 2022
作者:  Xiaohan Zhang;  Shaonan Wang;  Chengqing Zong
Adobe PDF(5576Kb)  |  收藏  |  浏览/下载：146/58  |  提交时间：2023/06/19
Is the Brain Mechanism for Hierarchical Structure Building Universal Across Languages? An fMRI Study of Chinese and English 会议论文
, Abu Dhabi, United Arab Emirates, 2022
作者:  Xiaohan Zhang;  Shaonan Wang;  Nan Lin;  Chengqing Zong
Adobe PDF(1357Kb)  |  收藏  |  浏览/下载：122/36  |  提交时间：2023/06/19
Probing Word Syntactic Representations in the Brain by a Feature Elimination Method 会议论文
, Virtual conference, 2022
作者:  Xiaohan Zhang;  Shaonan Wang;  Nan Lin;  Jiajun Zhang;  Chengqing Zong
Adobe PDF(1417Kb)  |  收藏  |  浏览/下载：155/50  |  提交时间：2023/06/19
A synchronized multimodal neuroimaging dataset for studying brain language processing 期刊论文
SCIENTIFIC DATA, 2022, 卷号: 9, 期号: 1, 页码: 10
作者:  Wang, Shaonan;  Zhang, Xiaohan;  Zhang, Jiajun;  Zong, Chengqing
收藏  |  浏览/下载：195/0  |  提交时间：2022/11/14
Driving EEG based multilayer dynamic brain network analysis for steering process 期刊论文
EXPERT SYSTEMS WITH APPLICATIONS, 2022, 卷号: 207, 页码: 17
作者:  Chang, Wenwen;  Meng, Weiliang;  Yan, Guanghui;  Zhang, Bingtao;  Luo, Hao;  Gao, Rui;  Yang, Zhifei
Adobe PDF(13070Kb)  |  收藏  |  浏览/下载：361/83  |  提交时间：2022/09/19
Multi -layer Networks  Functional Connectivity  Electroencephalogram (EEG)  Driving Intention  Feature Extraction  Driving Behavior  
Cross-Modal Cloze Task: A New Task to Brain-to-Word Decoding 会议论文
, Dublin, Ireland, 2022-5
作者:  Shuxian, Zou;  Shaonan, Wang;  Jiajun, Zhang;  Chengqing, Zong
Adobe PDF(375Kb)  |  收藏  |  浏览/下载：179/32  |  提交时间：2022/06/14
Towards Brain-to-Text Generation: Neural Decoding with Pre-trained Encoder-Decoder Models 会议论文
, 线上会议, 2021-12-13
作者:  Shuxian, Zou;  Shaonan, Wang;  Jiajun, Zhang;  Chengqing, Zong
Adobe PDF(321Kb)  |  收藏  |  浏览/下载：180/47  |  提交时间：2022/06/14