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TFF-Former: Temporal-frequency fusion transformer for zero-training decoding of two BCI tasks 会议论文
, Lisboa Portugal, October 10 - 14, 2022
作者:  Li XJ(李叙锦);  Wei W(魏玮);  Qiu S(邱爽);  He HG(何晖光)
Adobe PDF(1941Kb)  |  收藏  |  浏览/下载：41/12  |  提交时间：2024/06/11
Default mode network and attention network in unconscious processing 会议论文
, Magdeburg, Germany, 08-10 September 2021
作者:  Gao, Ying
Adobe PDF(263Kb)  |  收藏  |  浏览/下载：26/13  |  提交时间：2024/06/03
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
作者:  Fu, Kaicheng;  Du, Changde;  Wang, Shengpei;  He, Huiguang
Adobe PDF(3907Kb)  |  收藏  |  浏览/下载：81/27  |  提交时间：2024/05/28
CNN-brain Alignment  Brain-guided Deep Learning  Video Emotion Recognition  Representation Similarity Analysis  
EEG-FRM: a neural network based familiar and unfamiliar face EEG recognition method 期刊论文
COGNITIVE NEURODYNAMICS, 2024, 页码: 14
作者:  Chen, Chao;  Fan, Lingfeng;  Gao, Ying;  Qiu, Shuang;  Wei, Wei;  He, Huiguang
收藏  |  浏览/下载：84/0  |  提交时间：2024/03/27
Familiar/unfamiliar face recognition  Electroencephalogram (EEG)  Convolutional neural network  Attention module  Supervised contrastive learning  
\MetaEmotionNet: Spatial-Spectral-Temporal-Based Attention 3-D Dense Network With Meta-Learning for EEG Emotion Recognition 期刊论文
IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT, 2024, 卷号: 73, 页码: 13
作者:  Ning, Xiaojun;  Wang, Jing;  Lin, Youfang;  Cai, Xiyang;  Chen, Haobin;  Gou, Haijun;  Li, Xiaoli;  Jia, Ziyu
收藏  |  浏览/下载：65/0  |  提交时间：2024/03/26
Affective computing  attention mechanism  electroencephalogram (EEG)  emotion recognition  meta-learning  
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：101/0  |  提交时间：2023/12/21
Filter Bank Adversarial Domain Adaptation For Motor Imagery Brain Computer Interface 会议论文
, Online, 18-22 July 2021
作者:  Yukun Zhang;  Shuang Qiu;  Wei Wei;  Xuelin Ma;  Huiguang He
Adobe PDF(602Kb)  |  收藏  |  浏览/下载：156/44  |  提交时间：2023/06/26
brain-computer interface  motor imagery  transfer learning  domain adaptation  filter bank  calibration reduction  
EEG-Based Subject-Independent Depression Detection Using Dynamic Convolution and Feature Adaptation 会议论文
, 深圳, 2023-07-10
作者:  Wanqing Jiang;  Nuo Su;  Tianxu Pan;  Yifan Miao;  Xueyu Lv;  nzi Jiang;  Nianming Zuo
Adobe PDF(1440Kb)  |  收藏  |  浏览/下载：296/130  |  提交时间：2023/06/20
Generalization Across Subjects and Sessions for EEG-based Emotion Recognition Using Multi-source Attention-based Dynamic Residual Transfer 会议论文
, Gold Coast Convention and Exhibition Centre Queensland, Australia, 2023-06-18
作者:  Wanqing Jiang;  Gaofeng Meng;  Tianzi Jiang;  Nianming Zuo
Adobe PDF(1497Kb)  |  收藏  |  浏览/下载：268/103  |  提交时间：2023/06/20
Electroencephalogram (EEG), emotion recognition, multi-source domain adaptation, subject-independent  
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：179/29  |  提交时间：2023/05/31
brain-computer interface  motor imagery  multimodal  EEG-fNIRS  center loss