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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
作者:
Fan, Cunhang
;
Xie, Heng
;
Tao, Jianhua
;
Li, Yongwei
;
Pei, Guanxiong
收藏
  |  
浏览/下载:9/0
  |  
提交时间:2023/11/15
Electroencephalogram
Emotion recognition
Capsule network
Residual Long-Short Term Memory
A learnable EEG channel selection method for MI-BCI using efficient channel attention
期刊论文
FRONTIERS IN NEUROSCIENCE, 2023, 卷号: 17, 页码: 13
作者:
Tong, Lina
;
Qian, Yihui
;
Peng, Liang
;
Wang, Chen
;
Hou, Zeng-Guang
收藏
  |  
浏览/下载:1/0
  |  
提交时间:2023/12/21
brain-computer interface
motor imagery
channel selection
deep learning
attention mechanism
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
Multi-View Multi-Label Fine-Grained Emotion Decoding From Human Brain Activity
期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2022, 页码: 15
作者:
Fu, Kaicheng
;
Du, Changde
;
Wang, Shengpei
;
He, Huiguang
收藏
  |  
浏览/下载:14/0
  |  
提交时间:2022/12/27
Decoding
Brain modeling
Functional magnetic resonance imaging
Predictive models
Emotion recognition
Dimensionality reduction
Pattern recognition
Fine-grained emotion decoding
multi-label learning
multi-view learning
product of experts (PoEs)
variational autoencoder
Bidirectional Siamese correlation analysis method for enhancing the detection of SSVEPs
期刊论文
JOURNAL OF NEURAL ENGINEERING, 2022, 卷号: 19, 期号: 4, 页码: 20
作者:
Zhang, Xinyi
;
Qiu, Shuang
;
Zhang, Yukun
;
Wang, Kangning
;
Wang, Yijun
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  |  
浏览/下载:41/0
  |  
提交时间:2022/09/19
brain-computer interface (BCI)
electroencephalogram (EEG)
deep learning
steady-state visual evoked potential (SSVEP)
Euler common spatial patterns for EEG classification
期刊论文
MEDICAL & BIOLOGICAL ENGINEERING & COMPUTING, 2022, 页码: 15
作者:
Sun, Jing
;
Wei, Mengting
;
Luo, Ning
;
Li, Zhanli
;
Wang, Haixian
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  |  
浏览/下载:49/0
  |  
提交时间:2022/02/21
Euler representation
Common spatial patterns (CSP)
Brain-computer interface (BCI)
Electroencephalogram (EEG)
Feature extraction
Dynamic Weighted Filter Bank Domain Adaptation for Motor Imagery Brain-Computer Interfaces
期刊论文
IEEE Transactions on Cognitive and Developmental Systems (TCDS), 2022, 页码: 1-1
作者:
Yukun Zhang
;
Shuang Qiu
;
Wei Wei
;
Xuelin Ma
;
Huiguang H
收藏
  |  
浏览/下载:5/0
  |  
提交时间:2023/01/17
Improvement of the Classification Accuracy of Steady-State Visual Evoked Potential-Based Brain-Computer Interfaces by Combining L1-MCCA with SVM
期刊论文
APPLIED SCIENCES-BASEL, 2021, 卷号: 11, 期号: 23, 页码: 13
作者:
Gao, Yuhang
;
Si, Juanning
;
Wu, Sijin
;
Li, Weixian
;
Liu, Hao
收藏
  |  
浏览/下载:176/0
  |  
提交时间:2022/02/16
steady-state visual evoked potential (SSVEP)
brain-computer interface (BCI)
l1-regularized multiway canonical correlation analysis (L1-MCCA)
support vector machine (SVM)
particle swarm optimization (PSO)
Towards Brain-to-Text Generation: Neural Decoding with Pre-trained Encoder-Decoder Models
会议论文
线上会议, 2021-12-13
作者:
Shuxian, Zou
;
Shaonan, Wang
;
Jiajun, Zhang
;
Chengqing, Zong
收藏
  |  
浏览/下载:9/0
  |  
提交时间:2022/06/14
Common Spatial Pattern with L21-Norm
期刊论文
NEURAL PROCESSING LETTERS, 2021
作者:
Gu, Jingyu
;
Wei, Mengting
;
Guo, Yiyun
;
Wang, Haixian
收藏
  |  
浏览/下载:88/0
  |  
提交时间:2021/07/19
Brain-computer interfaces (BCI)
Common spatial pattern (CSP)
L21-norm
Robust feature extraction
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