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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:10/0
  |  
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:11/0
  |  
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
A novel mothed for EEG motor imagery classification with graph convolutional network
会议论文
中国广州, 2022-8
作者:
Qu, Zongfu
;
Yin, Zhigang
;
Yang, Luo
收藏
  |  
浏览/下载:8/0
  |  
提交时间:2023/05/31
ADTIDO: Detecting the Tired Deck Officer with Fusion Feature Methods
期刊论文
SENSORS, 2022, 卷号: 22, 期号: 17, 页码: 16
作者:
Li, Chenghao
;
Fu, Yuhui
;
Ouyang, Ruihong
;
Liu, Yu
;
Hou, Xinwen
收藏
  |  
浏览/下载:14/0
  |  
提交时间:2022/11/14
EEG
deck officer
fatigue detection
ECD-EEG fusion features
Bi-GRU neural network classifier
Classification of partial seizures based on functional connectivity: A MEG study with support vector machine
期刊论文
FRONTIERS IN NEUROINFORMATICS, 2022, 卷号: 16, 页码: 14
作者:
Wang, Yingwei
;
Li, Zhongjie
;
Zhang, Yujin
;
Long, Yingming
;
Xie, Xinyan
收藏
  |  
浏览/下载:20/0
  |  
提交时间:2022/12/07
temporal lobe epilepsy
resting-state functional connectivity
MEG
machine learning
classification
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
收藏
  |  
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)
Efficient Brain Decoding Based on Adaptive EEG Channel Selection and Transformation
期刊论文
IEEE TRANSACTIONS ON EMERGING TOPICS IN COMPUTATIONAL INTELLIGENCE, 2022, 页码: 10
作者:
Wang, Jiaxing
;
Shi, Lei
;
Wang, Weiqun
;
Hou, Zeng-Guang
收藏
  |  
浏览/下载:15/0
  |  
提交时间:2022/06/06
Electroencephalography
Decoding
Brain modeling
Computational modeling
Optimized production technology
Feature extraction
Data models
Channel selection
channel transformation
brain decoding
computational cost
classification accuracy
Mixture Correntropy-Based Kernel Extreme Learning Machines
期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2022, 卷号: 33, 期号: 2, 页码: 811-825
作者:
Zheng, Yunfei
;
Chen, Badong
;
Wang, Shiyuan
;
Wang, Weiqun
;
Qin, Wei
收藏
  |  
浏览/下载:42/0
  |  
提交时间:2022/03/17
Kernel
Optimization
Learning systems
Robustness
Support vector machines
Mean square error methods
Extreme learning machine (ELM)
kernel method
mixture correntropy
online learning
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