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MLDA: Multi-Loss Domain Adaptor for Cross-Session and Cross-Emotion EEG-Based Individual Identification 期刊论文
IEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS, 2023, 卷号: 27, 期号: 12, 页码: 5767-5778
作者:  Miao, Yifan;  Jiang, Wanqing;  Su, Nuo;  Shan, Jun;  Jiang, Tianzi;  Zuo, Nianming
收藏  |  浏览/下载：25/0  |  提交时间：2024/03/26
Electroencephalography  Feature extraction  Task analysis  Support vector machines  Recording  Motion pictures  Brain modeling  EEG  biometric  across mental states  across time  deep learning  domain adaptation  
Natural brain state change with E/I balance shifting toward inhibition is associated with vigilance impairment 期刊论文
ISCIENCE, 2023, 卷号: 26, 期号: 10, 页码: 17
作者:  Yang, Binghao;  Zhang, Haoran;  Jiang, Tianzi;  Yu, Shan
收藏  |  浏览/下载：69/0  |  提交时间：2023/12/21
State-specific modulation of mood using intracranial electrical stimulation of the orbitofrontal cortex 期刊论文
BRAIN STIMULATION, 2023, 卷号: 16, 期号: 4, 页码: 1112-1122
作者:  Cao, Dan;  Liu, Qihong;  Zhang, Jiaqi;  Li, Jin;  Jiang, Tianzi
收藏  |  浏览/下载：94/0  |  提交时间：2023/11/17
Intracranial electrical stimulation  Orbitofrontal cortex  State-specific modulation  Emotional network  Intracranial EEG  
Functional specialization and interaction in the amygdala-hippocampus circuit during working memory processing 期刊论文
NATURE COMMUNICATIONS, 2023, 卷号: 14, 期号: 1, 页码: 11
作者:  Li, Jin;  Cao, Dan;  Yu, Shan;  Xiao, Xinyu;  Imbach, Lukas;  Stieglitz, Lennart;  Sarnthein, Johannes;  Jiang, Tianzi
收藏  |  浏览/下载：103/0  |  提交时间：2023/11/17
Multimodal motor imagery decoding method based on temporal spatial feature alignment and fusion 期刊论文
Journal of Neural Engineering, 2023, 卷号: 20, 期号: 2, 页码: 026009
作者:  Zhang,Yukun;  Qiu,Shuang;  He,Huiguang
Adobe PDF(16882Kb)  |  收藏  |  浏览/下载：134/23  |  提交时间：2023/05/31
brain-computer interface  motor imagery  multimodal  EEG-fNIRS  center loss  
Decoding Visual Neural Representations by Multimodal Learning of Brain-Visual-Linguistic Features 期刊论文
IEEE Transactions on Pattern Analysis and Machine Intelligence, 2023, 卷号: 45, 期号: 9, 页码: 10760 - 10777
作者:  Du Changde(杜长德);  Fu Kaicheng(付铠城);  Li Jinpeng(李劲鹏);  He Huiguang(何晖光)
Adobe PDF(4669Kb)  |  收藏  |  浏览/下载：403/68  |  提交时间：2023/05/05
Brain-visual-linguistic embedding  generic neural decoding  multimodal learning  mutual information maximization  
Graph-Enhanced Emotion Neural Decoding 期刊论文
IEEE Transactions on Medical Imaging, 2023, 卷号: 42, 期号: 8, 页码: 2262 - 2273
作者:  Huang Zhongyu(黄中昱);  Du Changde(杜长德);  Wang Yingheng;  Fu Kaicheng(付铠城);  He Huiguang(何晖光)
Adobe PDF(6049Kb)  |  收藏  |  浏览/下载：265/56  |  提交时间：2023/05/05
Brain region  emotion  graph neural networks  neural decoding  representation