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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
收藏
  |  
浏览/下载:1/0
  |  
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
收藏
  |  
浏览/下载:6/0
  |  
提交时间:2023/11/15
Electroencephalogram
Emotion recognition
Capsule network
Residual Long-Short Term Memory
Emotional brain network decoded by biological spiking neural network
期刊论文
FRONTIERS IN NEUROSCIENCE, 2023, 卷号: 17, 页码: 17
作者:
Xu, Hubo
;
Cao, Kexin
;
Chen, Hongguang
;
Abudusalamu, Awuti
;
Wu, Wei
收藏
  |  
浏览/下载:1/0
  |  
提交时间:2023/11/17
emotion
affective computing
brain network
neural oscillation
neuroregulation
self-backpropagation
spiking neural network
brain-computer interface
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
收藏
  |  
浏览/下载:10/0
  |  
提交时间:2023/06/20
Electroencephalogram (EEG), emotion recognition, multi-source domain adaptation, subject-independent
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:1/0
  |  
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
Dynamic Domain Adaptation for Class-Aware Cross-Subject and Cross-Session EEG Emotion Recognition
期刊论文
IEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS, 2022, 卷号: 26, 期号: 12, 页码: 5964-5973
作者:
Li, Zhunan
;
Zhu, Enwei
;
Jin, Ming
;
Fan, Cunhang
;
He, Huiguang
收藏
  |  
浏览/下载:13/0
  |  
提交时间:2023/02/22
Brain-computer interface
emotion recognition
transfer learning
domain adaptation
Multi-Modal Domain Adaptation Variational Auto-encoder for EEG-Based Emotion Recognition
期刊论文
IEEE-CAA JOURNAL OF AUTOMATICA SINICA, 2022, 卷号: 9, 期号: 9, 页码: 1612-1626
作者:
Wang, Yixin
;
Qiu, Shuang
;
Li, Dan
;
Du, Changde
;
Lu, Bao-Liang
收藏
  |  
浏览/下载:15/0
  |  
提交时间:2022/11/14
Cycle-consistency
domain adaptation
electroencephalograph (EEG)
multi modality
variational autoencoder
Multi-Modal Domain Adaptation Variational Autoencoder for EEG-Based Emotion Recognition
期刊论文
IEEE/CAA Journal of Automatica Sinica, 2022, 卷号: 9, 期号: 9, 页码: 1612-1626
作者:
Yixin Wang
;
Shuang Qiu
;
Dan Li
;
Changde Du
;
Bao-Liang Lu
收藏
  |  
浏览/下载:14/0
  |  
提交时间:2022/08/19
Cycle-consistency
domain adaptation
electroencephalograph (EEG)
multi modality
variational autoencoder
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
收藏
  |  
浏览/下载:9/0
  |  
提交时间:2022/09/30
Emotion recognition
electroencephalography (EEG)
multiple kernel learning
machine learning
brain computer interface
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
收藏
  |  
浏览/下载:58/0
  |  
提交时间:2021/01/06
EEG
Emotion recognition
Domain adaptation
SPD matrix
Riemannian manifold
Prototype learning
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