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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
Temporal dendritic heterogeneity incorporated with spiking neural networks for learning multi-timescale dynamics
期刊论文
NATURE COMMUNICATIONS, 2024, 卷号: 15, 期号: 1, 页码: 20
作者:
Zheng, Hanle
;
Zheng, Zhong
;
Hu, Rui
;
Xiao, Bo
;
Wu, Yujie
收藏
  |  
浏览/下载:2/0
  |  
提交时间:2024/02/21
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
Enhancing Dimensional Emotion Recognition from Speech through Modulation-Filtered Cochleagram and Parallel Attention Recurrent Network
期刊论文
ELECTRONICS, 2023, 卷号: 12, 期号: 22, 页码: 15
作者:
Peng, Zhichao
;
Zeng, Hua
;
Li, Yongwei
;
Du, Yegang
;
Dang, Jianwu
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  |  
浏览/下载:0/0
  |  
提交时间:2024/02/22
modulation-filtered cochleagram
parallel attention recurrent neural network
dimensional emotion recognition
auditory signal processing
noise-robust
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
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  |  
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
SMIN: Semi-Supervised Multi-Modal Interaction Network for Conversational Emotion Recognition
期刊论文
IEEE TRANSACTIONS ON AFFECTIVE COMPUTING, 2023, 卷号: 14, 期号: 3, 页码: 2415-2429
作者:
Lian, Zheng
;
Liu, Bin
;
Tao, Jianhua
收藏
  |  
浏览/下载:2/0
  |  
提交时间:2023/11/15
Emotion recognition
Feature extraction
Training
Acoustics
Semisupervised learning
Benchmark testing
Hidden Markov models
Semi-supervised multi-modal interaction network (SMIN)
conversational emotion recognition
semi-supervised learning
intra-modal interaction
cross-modal interaction
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-Level Attention-Based Categorical Emotion Recognition Using Modulation-Filtered Cochleagram
期刊论文
APPLIED SCIENCES-BASEL, 2023, 卷号: 13, 期号: 11, 页码: 16
作者:
Peng, Zhichao
;
He, Wenhua
;
Li, Yongwei
;
Du, Yegang
;
Dang, Jianwu
收藏
  |  
浏览/下载:2/0
  |  
提交时间:2023/11/17
categorical emotion recognition
auditory signal processing
modulation-filtered cochleagram
multi-level attention
A Multitask Learning Approach Based on Cascaded Attention Network and Self-Adaption Loss for Speech Emotion Recognition
期刊论文
IEICE TRANSACTIONS ON FUNDAMENTALS OF ELECTRONICS COMMUNICATIONS AND COMPUTER SCIENCES, 2023, 卷号: E106A, 期号: 6, 页码: 876-885
作者:
Liu, Yang
;
Xia, Yuqi
;
Sun, Haoqin
;
Meng, Xiaolei
;
Bai, Jianxiong
收藏
  |  
浏览/下载:3/0
  |  
提交时间:2023/11/17
speech emotion recognition
non-personalized features
cascaded attention network
multitask learning
self-adaption loss
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
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