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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
Authors:  Fan, Cunhang;  Xie, Heng;  Tao, Jianhua;  Li, Yongwei;  Pei, Guanxiong;  Li, Taihao;  Lv, Zhao
Favorite  |  View/Download：10/0  |  Submit date：2023/11/15
Electroencephalogram  Emotion recognition  Capsule network  Residual Long-Short Term Memory  
FedBrain: A robust multi-site brain network analysis framework based on federated learning for brain disease diagnosis 期刊论文
NEUROCOMPUTING, 2023, 卷号: 559, 页码: 13
Authors:  Zhang, Chang;  Meng, Xiangzhu;  Liu, Qiang;  Wu, Shu;  Wang, Liang;  Ning, Huansheng
Favorite  |  View/Download：10/0  |  Submit date：2023/11/16
Functional magnetic resonance image  Brain network  Federated learning  Deep neural networks  Brain disease diagnosis  
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
Authors:  Wang, Kangning;  Qiu, Shuang;  Wei, Wei;  Yi, Weibo;  He, Huiguang;  Xu, Minpeng;  Jung, Tzyy-Ping;  Ming, Dong
Favorite  |  View/Download：14/0  |  Submit date：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
Authors:  Wang, Kangning;  Qiu, Shuang;  Wei, Wei;  Zhang, Yukun;  Wang, Shengpei;  He, Huiguang;  Xu, Minpeng;  Jung, Tzyy-Ping;  Ming, Dong
Favorite  |  View/Download：9/0  |  Submit date：2023/11/17
Vigilance estimation  Brain -computer interface (BCI)  Graph neural network  Electroencephalogram (EEG)  Steady-state visual evoked potential (SSVEP)  Multimodal fusion  
Emotional brain network decoded by biological spiking neural network 期刊论文
FRONTIERS IN NEUROSCIENCE, 2023, 卷号: 17, 页码: 17
Authors:  Xu, Hubo;  Cao, Kexin;  Chen, Hongguang;  Abudusalamu, Awuti;  Wu, Wei;  Xue, Yanxue
Favorite  |  View/Download：6/0  |  Submit date：2023/11/17
emotion  affective computing  brain network  neural oscillation  neuroregulation  self-backpropagation  spiking neural network  brain-computer interface  
EEG-Based Subject-Independent Depression Detection Using Dynamic Convolution and Feature Adaptation 会议论文
, 深圳, 2023-07-10
Authors:  Wanqing Jiang;  Nuo Su;  Tianxu Pan;  Yifan Miao;  Xueyu Lv;  nzi Jiang;  Nianming Zuo
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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
Authors:  Cao, Dan;  Liu, Qihong;  Zhang, Jiaqi;  Li, Jin;  Jiang, Tianzi
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Intracranial electrical stimulation  Orbitofrontal cortex  State-specific modulation  Emotional network  Intracranial EEG  
图神经网络表示学习方法研究 学位论文
, 2023
Authors:  叶雪
Adobe PDF(25235Kb)  |  Favorite  |  View/Download：77/6  |  Submit date：2023/06/16
深度学习  图神经网络  注意力机制  元学习  拓扑数据分析  
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
Authors:  Wanqing Jiang;  Gaofeng Meng;  Tianzi Jiang;  Nianming Zuo
Adobe PDF(1497Kb)  |  Favorite  |  View/Download：60/10  |  Submit date：2023/06/20
Electroencephalogram (EEG), emotion recognition, multi-source domain adaptation, subject-independent  
自然语言刺激下大脑的语义和句法表征机制研究 学位论文
, 2023
Authors:  张肖寒
Adobe PDF(15802Kb)  |  Favorite  |  View/Download：73/6  |  Submit date：2023/06/19
自然语言刺激  句法  语义  神经语言表征  功能磁共振影像