Stimulator Selection in SSVEP-Based Spatial Selective Attention Study. - Songyun Xie; Chang Liu; Klaus Obermayer; Fangshi Zhu; Linan Wang; Xinzhou Xie; Wei Wang 056 (Comput. Intell. Neurosci., 2016)

The Analysis and Classify of Sleep Stage Using Deep Learning Network from Single-Channel EEG Signal. - Songyun Xie; Yabing Li; Xinzhou Xie; Wei Wang; Xu Duan (ICONIP (4), 2017)

Design of a video feedback SSVEP-BCI system for car control based on improved MUSIC method. - Chang Liu; Songyun Xie; Xinzhou Xie; Xu Duan; Wei Wang 056; Klaus Obermayer (BCI, 2018)

Quadcopter Flight Control Using a Non-invasive Multi-Modal Brain Computer Interface. - Xu Duan; Songyun Xie; Xinzhou Xie; Ya Meng; Zhao Xu (Frontiers Neurorobotics, 2019)

Validation and Diagnostic Performance of a CFD-Based Non-invasive Method for the Diagnosis of Aortic Coarctation. - Qiyang Lu; Weiyuan Lin; Ruichen Zhang; Rui Chen; Xiaoyu Wei; Tingyu Li; Zhicheng Du; Zhaofeng Xie; Zhuliang Yu; Xinzhou Xie; Hui Liu (Frontiers Neuroinformatics, 2020)

Dynamic probability integration for electroencephalography-based rapid serial visual presentation performance enhancement: Application in nighttime vehicle detection. - Yujie Cui; Songyun Xie; Xinzhou Xie; Xiaowei Zhang; Xianghui Liu (Frontiers Comput. Neurosci., 2022)

Intrusion Detection and Network Information Security Based on Deep Learning Algorithm in Urban Rail Transit Management System. - Zhongru Wang; Xinzhou Xie; Lei Chen; Shouyou Song; Zhongjie Wang (IEEE Trans. Intell. Transp. Syst., 2023)

Multi-Domain Based Dynamic Graph Representation Learning for EEG Emotion Recognition. - Hao Tang; Songyun Xie; Xinzhou Xie; Yujie Cui; Bohan Li; Dalu Zheng; Yu Hao; Xiangming Wang; Yiye Jiang; Zhongyu Tian (IEEE J. Biomed. Health Informatics, 2024)

From Coarse to Fine-Grained Emotion Annotation: An Immediate Recall Paradigm with Validation through Physiological Evidence and Recognition Performance. - Hao Tang; Songyun Xie; Xinzhou Xie; Can Liao; Xin Zhang; Bohan Li; Zhongyu Tian; Dalu Zheng (CoRR, 2025)