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EEG-based Emotion Recognition Using Multiple Kernel Learning 期刊论文
Machine Intelligence Research, 2022, 卷号: 19, 期号: 5, 页码: 472-484
作者:  Qian Cai;  Guo-Chong Cui;  Hai-Xian Wang
Adobe PDF(1939Kb)  |  收藏  |  浏览/下载：57/20  |  提交时间：2024/04/23
Emotion recognition  electroencephalography (EEG)  multiple kernel learning  machine learning  brain computer interface  
\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  
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：44/0  |  提交时间：2024/03/26
EEG  emotion recognition  spatio-temporal features  Bi-hemispheric discrepancy  spatial attention  attention mechanism  
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：66/0  |  提交时间：2024/02/22
EEG emotion recognition  Capsule network  Adversarial domain adaptation  Transfer learning  
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  
3DCANN: A Spatio-Temporal Convolution Attention Neural Network for EEG Emotion Recognition 期刊论文
IEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS, 2022, 卷号: 26, 期号: 11, 页码: 5321-5331
作者:  Liu, Shuaiqi;  Wang, Xu;  Zhao, Ling;  Li, Bing;  Hu, Weiming;  Yu, Jie;  Zhang, Yu-Dong
收藏  |  浏览/下载：326/0  |  提交时间：2023/03/20
Electroencephalography  Feature extraction  Emotion recognition  Convolution  Brain modeling  Deep learning  Neural networks  3D convolution attention neural network  dual attention learning  EEG emotion recognition  spatio-temporal feature  
A prototype-based SPD matrix network for domain adaptation EEG emotion recognition 期刊论文
PATTERN RECOGNITION, 2021, 卷号: 110, 期号: 1, 页码: 12
作者:  Wang, Yixin;  Qiu, Shuang;  Ma, Xuelin;  He, Huiguang
Adobe PDF(2166Kb)  |  收藏  |  浏览/下载：507/139  |  提交时间：2021/01/06
EEG  Emotion recognition  Domain adaptation  SPD matrix  Riemannian manifold  Prototype learning  
Domain Adaptation for EEG Emotion Recognition Based on Latent Representation Similarity 期刊论文
IEEE TRANSACTIONS ON COGNITIVE AND DEVELOPMENTAL SYSTEMS, 2020, 卷号: 12, 期号: 2, 页码: 344-353
作者:  Li, Jinpeng;  Qiu, Shuang;  Du, Changde;  Wang, Yixin;  He, Huiguang
Adobe PDF(2274Kb)  |  收藏  |  浏览/下载：246/11  |  提交时间：2020/08/03
Electroencephalography  Brain modeling  Emotion recognition  Adaptation models  Training  Feature extraction  Neural networks  Domain adaptation  electroencephalogram (EEG)  emotion recognition  neural network  transfer learning  
Hierarchical Convolutional Neural Networks for EEG-Based Emotion Recognition 期刊论文
COGNITIVE COMPUTATION, 2018, 卷号: 10, 期号: 2, 页码: 368-380
作者:  Li, Jinpeng;  Zhang, Zhaoxiang;  He, Huiguang
Adobe PDF(1800Kb)  |  收藏  |  浏览/下载：554/247  |  提交时间：2018/08/07
Affective Brain-computer Interface  Emotion Recognition  Brain Wave  Deep Learning  Eeg  
Implementation of EEG Emotion Recognition System Based on Hierarchical Convolutional Neural Networks 会议论文
BICS 2016, Beijing, China, 28-30 November 2016
作者:  Jinpeng Li;  Zhaoxiang Zhang;  Huiguang He
Adobe PDF(2786Kb)  |  收藏  |  浏览/下载：529/189  |  提交时间：2017/02/09
Emotion Recognition  Eeg  Deep Learning  Hcnn  Brain Wave