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兰州大学机构库

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Emotion Recognition From Multimodal Physiological Signals via Discriminative Correlation Fusion With a Temporal Alignment Mechanism 期刊论文
IEEE TRANSACTIONS ON CYBERNETICS, 2023
Authors:  Hou, Kechen;  Zhang, Xiaowei;  Yang, Yikun;  Zhao, Qiqi;  Yuan, Wenjie;  Zhou, Zhongyi;  Zhang, Sipo;  Li, Chen;  Shen, Jian;  Hu, Bin...Hou, Kechen;  Zhang, Xiaowei;  Yang, Yikun;  Zhao, Qiqi;  Yuan, Wenjie;  Zhou, Zhongyi;  Zhang, Sipo;  Li, Chen;  Shen, Jian;  Hu, Bin
Favorite  |    Submit date：2023/11/28
Coordinated fusion  emotion recognition  nervous systems  temporal alignment  
MTLFuseNet: A novel emotion recognition model based on deep latent feature fusion of EEG signals and multi-task learning 期刊论文
KNOWLEDGE-BASED SYSTEMS, 2023, 卷号: 276
Authors:  Li, R(李睿);  Ren, C(任超);  Ge, Yiqing;  Zhao, Qiqi;  Yang, Yikun;  Shi, Yuhan;  Zhang, XW(张晓炜);  Hu, B(胡斌)
Favorite  |    Submit date：2023/09/04
Biomedical signal processing  Deep learning  Electroencephalography  Electrophysiology  Learning systems  Speech recognition  Auto encoders  Emotion recognition  Feature representation  Features fusions  Generalized models  Model-based OPC  Multitask learning  Recognition models  Spatio-temporal  Spectral feature  
Discriminative Joint Knowledge Transfer With Online Updating Mechanism for EEG-Based Emotion Recognition 期刊论文
IEEE TRANSACTIONS ON COMPUTATIONAL SOCIAL SYSTEMS, 2023
Authors:  Zhang, Xiaowei;  Zhou, Zhongyi;  Zhao, Qiqi;  Hou, Kechen;  Wei, Xiangyu;  Zhang, Sipo;  Yang, Yikun;  Cui, Yanmeng
Favorite  |    Submit date：2023/11/28
Brain-computer interface (BCI)  discriminant information  emotion recognition  transfer learning (TL)  
多情绪刺激下基于语音信号的抑郁识别关键技术研究 学位论文
工学博士, 兰州: 兰州大学, 2023
Authors:  邢玉娟
Favorite  |    Submit date：2023/11/15
抑郁识别  depression recognition  情绪刺激  emotional stimuli  特征选择  feature selection  集成学习  ensemble learning  注意力机制  attention mechanism  
Depression recognition base on acoustic speech model of Multi-task emotional stimulus 期刊论文
Biomedical Signal Processing and Control, 2023, 卷号: 85
Authors:  Xing, Yujuan;  Liu, ZY(刘振宇);  Chen, Qiongqiong;  Li, Gang;  Ding, Zhijie;  Feng, Lei;  Hu, B(胡斌)
Favorite  |    Submit date：2023/07/18
Emotion Recognition  Acoustic speech  Bagging  Depression recognition  Emotional stimulus  F1 scores  Features selection  Interpretability  Multi tasks  Objective methods  Speech models  
PVN 区 oxytocin 神经元参与共情行为调节的作用研究 学位论文
医学硕士, 兰州: 兰州大学, 2023
Authors:  lu zhang
Favorite  |    Submit date：2023/11/15
自闭症谱系障碍  Autism  共情  empathy  催产素  oxytocin  下丘脑室旁核  PVN  
STSNet: a novel spatio-temporal-spectral network for subject-independent EEG-based emotion recognition 期刊论文
Health Information Science and Systems, 2023, 卷号: 11, 期号: 1
Authors:  Li, Rui;  Ren, Chao;  Zhang, Sipo;  Yang, Yikun;  Zhao, Qiqi;  Hou, Kechen;  Yuan, Wenjie;  Zhang, Xiaowei;  Hu, Bin
Favorite  |    Submit date：2023/07/18
Emotion recognition  EEG  Spatio-temporal-spectral feature fusion  Riemannian manifold  ManifoldNet  BiLSTM  
面向抑郁识别的EEG 与fNIRS 数据表征融合方法研究 学位论文
工程硕士, 兰州: 兰州大学, 2023
Authors:  吴红同
Favorite  |    Submit date：2023/11/15
抑郁障碍  Depression disorder  脑电  EEG  功能性近红外光谱技术  fNIRS  特征层融合  Feature layer fusion  决策层融合  Decision layer fusion  
基于注意力机制的多模态协同表达无扰式压力识别研究 学位论文
工学硕士, 兰州: 兰州大学, 2023
Authors:  杨涓
Favorite  |    Submit date：2023/11/15
压力识别  Pressure Recognition  rPPG 技术  rPPG Technology  Transformer 架构  Transformer Architecture  注意力机制  Attention Mechanism  模态融合  Modal Fusion  
广泛性焦虑障碍的脑电微状态分析及识别研究 学位论文
工学硕士, 兰州: 兰州大学, 2023
Authors:  王迪新
Favorite  |    Submit date：2023/11/15
广泛性焦虑障碍  GAD  脑电信号  EEG  脑电微状态  EEG microstate  脑电源定位  EEG source location  胶囊网络  Capsule network