Intelligent Interaction Laboratory

NORTHWESTERN POLYTECHNICAL UNIVERSITY    SCHOOL OF SOFTWARE

智能感知交互实验室(Intelligent Interaction Laboratory)

In 2019, it was initiated and established by Professor Xu Tao. The long-term goal of the laboratory is to understand the intelligent information processing mechanism and cognitive process of the human brain, and provide new computing structures and algorithms for information technology. Use advanced EEG equipment and system modeling technology to study new human-computer interaction computing models and algorithms. The current research directions of interest include brain-computer interface, computer vision, graph neural network, bioinformatics, etc.

News

Latest projects

selected publications

  1. JNE
    Confused or not: decoding brain activity and recognizing confusion in reasoning learning using EEG
    Tao Xu, Jiabao Wang, Gaotian Zhang, and 2 more authors
    Journal of Neural Engineering, 2023
  2. JNE
    DAGAM: A domain adversarial graph attention model for subject independent EEG-based emotion recognition
    Tao Xu, Wang Dang, Jiabao Wang, and 1 more author
    Journal of Neural Engineering, 2022
  3. RavenGaze: A Dataset for Gaze Estimation Leveraging Psychological Experiment Through Eye Tracker
    Tao Xu, Bo Wu, Yuqiong Bai, and 1 more author
    In 2023 IEEE 17th International Conference on Automatic Face and Gesture Recognition (FG), 2023
  4. 2018_1.png
    Confusion state induction and EEG-based detection in learning
    Yun Zhou, Tao Xu, Shiqian Li, and 1 more author
    In 2018 40th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2018
  5. 2018_1t.png
    Learning emotions EEG-based recognition and brain activity: A survey study on BCI for intelligent tutoring system
    Tao Xu, Yun Zhou, Zi Wang, and 1 more author
    Procedia computer science, 2018
  6. applsci
    New advances and challenges of fall detection systems: A survey
    Tao Xu, Yun Zhou, and Jing Zhu
    Applied Sciences, 2018
  7. Promoting knowledge construction: a model for using virtual reality interaction to enhance learning
    Yun Zhou, Shangpeng Ji, Tao Xu, and 1 more author
    Procedia computer science, 2018