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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  
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  
无权访问的条目 学位论文
Authors:  樊晨晨
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基于多模态学习的视觉神经信息编解码方法研究 学位论文
, 2023
Authors:  周琼怡
Adobe PDF(21688Kb)  |  Favorite  |  View/Download：70/8  |  Submit date：2023/06/23
视觉神经信息编解码  多模态学习  归一化流  多被试语义解码  无监督解耦表征学习  
运动想象脑-机接口系统解码算法及反馈训练研究 学位论文
, 2023
Authors:  张裕坤
Adobe PDF(8846Kb)  |  Favorite  |  View/Download：71/6  |  Submit date：2023/06/26
脑-机接口  运动想象  领域自适应  多模态  反馈训练  
基于运动想象的脑电信号分类算法研究 学位论文
, 2023
Authors:  曲宗福
Adobe PDF(11117Kb)  |  Favorite  |  View/Download：46/2  |  Submit date：2023/05/29
运动想象，Transformer，图卷积神经网络，OpenBCI  
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
Authors:  Zhao, Yuxuan;  Cao, Xinyan;  Lin, Jinlong;  Yu, Dunshan;  Cao, Xixin
Favorite  |  View/Download：5/0  |  Submit date：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  
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
Authors:  Zhang,Yukun;  Qiu,Shuang;  He,Huiguang
Adobe PDF(16882Kb)  |  Favorite  |  View/Download：53/8  |  Submit date：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, 页码: 1-17
Authors:  Du CD(杜长德);  Fu KC(付铠成);  Li JP(李劲鹏);  He HG(何晖光)
Adobe PDF(4669Kb)  |  Favorite  |  View/Download：272/22  |  Submit date：2023/05/05