脑电和眼动信号在多模态情绪识别中的区分能力、表征特性及稳定性

61673266
2016
F0609.认知与神经科学启发的人工智‍能
吕宝粮
面上项目
教授
上海交通大学
63万元
多模态深度学习;眼动数据;情感脑机交互;脑电图;多模态情绪识别
2017-01-01到2020-12-31
  • 中英文摘要
  • 结题摘要
  • 结题报告
  • 项目成果
  • 项目参与人
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序号 标题 类型 作者
1 Active Feedback Framework with Scan-Path Clustering for Deep Affective Models 会议论文 Li-Ming Zhao;Xin-Wei Li;Wei-Long Zheng;Bao-Liang Lu
2 Sleep Quality Estimation with Adversarial Domain Adaptation: From Laboratory to Real Scenario 会议论文 Jia-Jun Tong;Yun Luo;Bo-Qun Ma;Wei-Long Zheng;Bao-Liang Lu;Xiao-Qi Song;Shi-Wei Ma
3 Graph-based BilingualWord Embedding for Statistical Machine Translation 期刊论文 Rui Wang;Hai Zhao;Sabine Ploux;Bao-Liang Lu;Masao Utiyama;Eiichiro Sumita
4 EEG-Based Emotion Recognition Using Hierarchical Network With Subnetwork Nodes 期刊论文 Yimin Yang;Q. M. Jonathan Wu;Wei-Long Zheng;Bao-Liang Lu
5 Driver Sleepiness Detection Using LSTM Neural Network 会议论文 Yini Deng;Yingying Jiao;Bao-Liang Lu
6 Faster single model vigilance detection based on deep learning 期刊论文 Wei Wu;Wei Sun;Q. M. Jonathan Wu;Cheng Zhang;Yimin Yang;Hongshan Yu;Bao-Liang Lu
7 EmotionMeter: A Multimodal Framework for Recognizing Human Emotions 期刊论文 Wei-Long Zheng;Wei Liu;Yifei Lu;Bao-Liang Lu;Andrzej Cichocki
8 An Alpha Wave Pattern from Attenuation to Disappearance for Predicting the Entry into Sleep during Simulated Driving 会议论文 Yingying Jiao;Bao-Liang Lu
9 EEG Data Augmentation for Emotion Recognition Using a Conditional Wasserstein GAN 会议论文 Yun Luo;Bao-Liang Lu
10 Identifying Stable Patterns over Time for Emotion Recognition from EEG 期刊论文 Wei-Long Zheng;Jia-Yi Zhu;Bao-Liang Lu
11 A GAN-Based Data Augmentation Method for Multimodal Emotion Recognition 会议论文 Yun Luo;Li-Zhen Zhu;Bao-Liang Lu
12 Examining Four Experimental Paradigms for EEG-Based Sleep Quality Evaluation with Domain Adaptation 会议论文 Wenrui Mu;Bao-Liang Lu
13 A regression method with subnetwork neurons for vigilance estimation using EOG and EEG 期刊论文 Wei Wu;Q. M. Jonathan Wu;Wei Sun;Yimin Yang;Xiaofang Yuan;Wei-Long Zheng;Bao-Liang Lu
14 Investigating Gender Differences of Brain Areas in Emotion Recognition Using LSTM Neural Network 会议论文 Xue Yan;Wei-Long Zheng;Wei Liu;Bao-Liang Lu
15 Multi-view Emotion Recognition Using Deep Canonical Correlation Analysis 会议论文 Jie-Lin Qiu;Wei Liu;Bao-Liang Lu
16 Detecting Driving Fatigue with Multimodal Deep Learning 会议论文 Li-Huan Du;Wei Liu;Wei-Long Zheng;Bao-Liang Lu
17 Multimodal Emotion Recognition Using Deep Generalized Canonical Correlation Analysis with an Attention Mechanism 会议论文 Yu-Ting Lan;Wei Liu;Bao-Liang Lu
18 Depersonalized Cross-Subject Vigilance Estimation with Adversarial Domain Generalization 会议论文 Bo-Qun Ma;He Li;Yun Luo;Bao-Liang Lu
19 Classification of Five Emotions from EEG and Eye Movement Signals: Discrimination Ability and Stability over Time 会议论文 Tian-Hao Li;Wei Liu;Wei-Long Zheng;Bao-Liang Lu
20 A multimodal approach to estimating vigilance using EEG and forehead EOG 期刊论文 Wei-Long Zheng;Bao-Liang Lu
21 WGAN Domain Adaptation for EEG-Based Emotion Recognition 会议论文 Yun Luo;Si-Yang Zhang;Wei-Long Zheng;Bao-Liang Lu
22 Neural Patterns between Chinese and Germans for EEG-based Emotion Recognition 会议论文 Si-Yuan Wu;Moritz Schaefer;Wei-Long Zheng;Bao-Liang Lu
23 EEG-Based Sleep Quality Evaluation with Deep Transfer Learning 会议论文 Xing-Zan Zhang;Wei-Long Zheng;Bao-Liang Lu
24 Multimodal Emotion Recognition Using Deep Neural Networks 会议论文 Hao Tang;Wei Liu;Wei-Long Zheng;Bao-Liang Lu
25 Reducing the Subject Variability of EEG Signals with Adversarial Domain Generalization 会议论文 Bo-Qun Ma;He Li;Wei-Long Zheng;Bao-Liang Lu
26 Identifying Functional Brain Connectivity Patterns for EEG-Based Emotion Recognition 会议论文 Xun Wu;Wei-Long Zheng;Bao-Liang Lu
27 A Cross-Culture Study on Multimodal Emotion Recognition Using Deep Learning 会议论文 Lu Gan;Wei Liu;Yun Luo;Xun Wu;Bao-Liang Lu
28 Identifying Gender Differences in Multimodal Emotion Recognition Using Bimodal Deep AutoEncoder 会议论文 Xue Yan;Wei-Long Zheng;Wei Liu;Bao-Liang Lu
29 Attention Evaluation with Eye Tracking Glasses for EEG-based Emotion Recognition 会议论文 Zhen-Feng Shi;Chang Zhou;Wei-Long Zheng;Bao-Liang Lu
30 Multimodal Vigilance Estimation Using Deep Learning 期刊论文 Wei Wu;Wei Sun;Q. M. Jonathan Wu;Yimin Yang;Hui Zhang;Wei-Long Zheng;Bao-Liang Lu
31 ARobustApproachtoEstimatingVigilancefromEEGwithNeuralProcess 会议论文 Chen-li Yao;Bao-Liang Lu
32 Classification of Five Emotions from EEG and Eye Movement Signals: Complementary Representation Properties 会议论文 Li-Ming Zhao;Rui Li;Wei-Long Zheng;Bao-Liang Lu
33 Multimodal Vigilance Estimation with Adversarial Domain Adaptation Networks 会议论文 He Li;Wei-Long Zheng;Bao-Liang Lu
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