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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：12/0  |  提交时间：2024/03/27
Familiar/unfamiliar face recognition  Electroencephalogram (EEG)  Convolutional neural network  Attention module  Supervised contrastive learning  
DA-CapsNet: A multi-branch capsule network based on adversarial domain adaption for cross-subject EEG emotion recognition 期刊论文
KNOWLEDGE-BASED SYSTEMS, 2024, 卷号: 283, 页码: 12
作者:  Liu, Shuaiqi;  Wang, Zeyao;  An, Yanling;  Li, Bing;  Wang, Xinrui;  Zhang, Yudong
收藏  |  浏览/下载：24/0  |  提交时间：2024/02/22
EEG emotion recognition  Capsule network  Adversarial domain adaptation  Transfer learning  
ICaps-ResLSTM: Improved capsule network and residual LSTM for EEG emotion recognition 期刊论文
BIOMEDICAL SIGNAL PROCESSING AND CONTROL, 2024, 卷号: 87, 页码: 9
作者:  Fan, Cunhang;  Xie, Heng;  Tao, Jianhua;  Li, Yongwei;  Pei, Guanxiong;  Li, Taihao;  Lv, Zhao
收藏  |  浏览/下载：96/0  |  提交时间：2023/11/15
Electroencephalogram  Emotion recognition  Capsule network  Residual Long-Short Term Memory  
\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：5/0  |  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：61/0  |  提交时间：2023/12/21
Investigating EEG-based cross-session and cross-task vigilance estimation in BCI systems 期刊论文
JOURNAL OF NEURAL ENGINEERING, 2023, 卷号: 20, 期号: 5, 页码: 15
作者:  Wang, Kangning;  Qiu, Shuang;  Wei, Wei;  Yi, Weibo;  He, Huiguang;  Xu, Minpeng;  Jung, Tzyy-Ping;  Ming, Dong
收藏  |  浏览/下载：124/0  |  提交时间：2023/11/17
brain-computer interface (BCI)  electroencephalogram (EEG)  vigilance estimation  
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
作者:  Wang, Kangning;  Qiu, Shuang;  Wei, Wei;  Zhang, Yukun;  Wang, Shengpei;  He, Huiguang;  Xu, Minpeng;  Jung, Tzyy-Ping;  Ming, Dong
收藏  |  浏览/下载：84/0  |  提交时间：2023/11/17
Vigilance estimation  Brain -computer interface (BCI)  Graph neural network  Electroencephalogram (EEG)  Steady-state visual evoked potential (SSVEP)  Multimodal fusion  
Multimodal Affective States Recognition Based on Multiscale CNNs and Biologically Inspired Decision Fusion Model 期刊论文
IEEE TRANSACTIONS ON AFFECTIVE COMPUTING, 2023, 卷号: 14, 期号: 2, 页码: 1391-1403
作者:  Zhao, Yuxuan;  Cao, Xinyan;  Lin, Jinlong;  Yu, Dunshan;  Cao, Xixin
收藏  |  浏览/下载：60/0  |  提交时间：2023/11/17
Physiology  Brain modeling  Feature extraction  Electroencephalography  Biological system modeling  Convolution  Reliability  Multimodal affective states recognition  convolutional neural network  decision fusion model  physiological signals  
Effects of Microstate Dynamic Brain Network Disruption in Different Stages of Schizophrenia 期刊论文
IEEE TRANSACTIONS ON NEURAL SYSTEMS AND REHABILITATION ENGINEERING, 2023, 卷号: 31, 页码: 2688-2697
作者:  Yan, Tianyi;  Wang, Gongshu;  Liu, Tiantian;  Li, Guoqi;  Wang, Changming;  Funahashi, Shintaro;  Suo, Dingjie;  Pei, Guangying
收藏  |  浏览/下载：75/0  |  提交时间：2023/11/17
Dynamic brain network  information interaction  microstates  resting-state EEG  schizophrenia stages  
BiTCAN: A emotion recognition network based on saliency in brain 期刊论文
MATHEMATICAL BIOSCIENCES AND ENGINEERING, 2023, 卷号: 20, 期号: 12, 页码: 21537-21562
作者:  An, Yanling;  Hu, Shaohai;  Liu, Shuaiqi;  Li, Bing
收藏  |  浏览/下载：6/0  |  提交时间：2024/03/26
EEG  emotion recognition  spatio-temporal features  Bi-hemispheric discrepancy  spatial attention  attention mechanism