Graph Neural Networks in EEG-based Emotion Recognition: A Survey
基于EEG的情感识别中的图神经网络:综述
机构 * Nanyang Technological University, Singapore(南洋理工大学) ; Xi’an Jiaotong University, Xi’an, China(西安交通大学) ; Imperial College London, London, UK(伦敦帝国理工学院) ; Amazon, Seattle, WA, USA(亚马逊) ; Carnegie Mellon University, Pittsburgh, PA, USA(卡内基梅隆大学) ; Uber Technologies, Inc., USA(Uber Technologies, Inc.) ; School of Computer Science, Central China Normal University, Wuhan, China(中央财经大学计算机学院) ; Institute of Automation, Chinese Academy of Sciences, Beijing, China(中国科学院自动化研究所)
AI总结 本文综述了基于EEG的情感识别中图神经网络的应用,分析了现有方法的共性与差异,并探讨了未来研究方向。
Comments The 30th Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD 2026)