Publications

From lab to life: Evaluating the reliability and validity of psychophysiological data from wearable devices in laboratory and ambulatory settings
Despite the increasing popularity of ambulatory assessment, the reliability and validity of psychophysiological signals from wearable …
Xin Hu, Tanika R Sgherza, Jessie B Nothrup, David M Fresco, Kristin Naragon-Gainey, Lauren M Bylsma
Electrophysiological representations of multivariate human emotion experience
Despite the fact that human daily emotions are co-occurring by nature, most neuroscience studies have primarily adopted a univariate …
Jin Liu, Xin Hu, Xinke Shen, Sen Song, Dan Zhang
A large finer-grained affective computing EEG dataset
Affective computing based on electroencephalogram (EEG) has gained increasing attention for its objectivity in measuring emotional …
Jingjing Chen, Xiaobin Wang, Chen Huang, Xin Hu, Xinke Shen, Dan Zhang
Predicting Moral Elevation Conveyed in Danmaku Comments Using EEGs
Moral elevation, the emotion that arises when individuals observe others’ moral behaviors, plays an important role in determining moral …
Chenhao Bao, Xin Hu, Dan Zhang, Zhao Lv, Jingjing Chen
The EEG microstate representation of discrete emotions
Understanding how human emotions are represented in our brain is a central question in the field of affective neuroscience. While …
Jin Liu, Xin Hu, Xinke Shen, Zhao Lv, Sen Song, Dan Zhang
Personality in daily life: Multi-situational physiological signals reflect big-five personality traits
Understanding how human emotions are represented in our brain is a central question in the field of affective neuroscience. While …
Xinyu Shui, Yiling Chen, Xin Hu, Fei Wang, Dan Zhang
Contrastive learning of subject-invariant EEG representations for cross-subject emotion recognition
EEG signals have been reported to be informative and reliable for emotion recognition in recent years. However, the inter-subject …
Xinke Shen, Xianggen Liu, Xin Hu, Dan Zhang, Sen Song
Similar brains blend emotion in similar ways: Neural representations of individual difference in emotion profiles
Our daily emotional experience is a complex construct that usually involves multiple emotions blended in a context-dependent manner. …
Xin Hu, Fei Wang, Dan Zhang
A dataset of daily ambulatory psychological and physiological recording for emotion research
To better understand the psychological and physiological basis of human emotion, increasing interest has been drawn towards ambulatory …
Xinyu Shui, Mi Zhang, Zhuoran Li, Xin Hu, Fei Wang, Dan Zhang
EEG responses to emotional videos can quantitatively predict big-five personality traits
Recent advances in information technology have suggested the potential possibility to assess an individual’s personality …
Wenyu Li, Xin Hu, Xuefei Long, Lilu Tang, Jingjing Chen, Fei Wang, Dan Zhang
Exploring EEG microstates for affective computing: decoding valence and arousal experiences during video watching
Recent advances in information technology have suggested the potential possibility to assess an individual’s personality …
Xinke Shen, Xin Hu, Shizhao Liu, Sen Song, Dan Zhang
Quantitative personality predictions from a brief EEG recording
The assessment of personality is crucial not only for scientific inquiries but also for real-world applications such as personnel …
Wenyu Li, Chengpeng Wu, Xin Hu, Jingjing Chen, Shimin Fu, Fei Wang, Dan Zhang
fNIRS evidence for recognizably different positive emotions
The behavioral differentiation of positive emotions has recently been studied in terms of their discrete adaptive functions or …
Xin Hu, Chu Zhuang, Fei Wang, Yong-Jin Liu, Chang-Hwan Im, Dan Zhang
Ten challenges for EEG-based affective computing
The emerging field of affective computing focuses on enhancing computers’ ability to understand and appropriately respond to people’s …
Xin Hu, Jingjing Chen, Fei Wang, Dan Zhang
What makes a champion: The behavioral and neural correlates of expertise in multiplayer online battle arena games
Despite the popularity of multiplayer online battle arena (MOBA) games, academic research on MOBA is still very limited. The current …
Yue Ding, Xin Hu, Jiawei Li, Jingbo Ye, Fei Wang, Dan Zhang
Inter-brain EEG feature extraction and analysis for continuous implicit emotion tagging during video watching
How to efficiently tag the emotional experience of multimedia contents is an important and challenging problem in the field of …
Yue Ding, Xin Hu, Zhenyi Xia, Yong-Jin Liu, Dan Zhang
EEG correlates of ten positive emotions
Compared with the well documented neurophysiological findings on negative emotions, much less is known about positive emotions. In the …
Xin Hu, Jianwen Yu, Mengdi Song, Chun Yu, Fei Wang, Pei Sun, Daifa Wang, Dan Zhang