Songyun Xie

According to our database, Songyun Xie authored at least 21 papers between 2009 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

Design of exoskeleton brain-like intelligent trajectory prediction model based on echo state network.

Wendong Wang, Chenyang Wang, Xiaoqing Yuan, Songyun Xie, Jinming Liu

Robotics Auton. Syst., 2025

2024

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, September, 2024

Dynamic Neuropsychological Approach for Multi-Quality Image Assessment Using Grey-Topological Data Analysis.

Chang Liu, Xiaoyu Ma, Honggang Zhang, Songyun Xie, Dingguo Yu

IEEE Access, 2024

2023

A multi-task SCCA method for brain imaging genetics and its application in neurodegenerative diseases.

Xin Zhang, Yipeng Hao, Jin Zhang, Yanuo Ji, Shihong Zou, Shijie Zhao, Songyun Xie, Lei Du

Comput. Methods Programs Biomed., April, 2023

2022

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

2021

Neurophysiological Assessment of Image Quality from EEG Using Persistent Homology of Brain Network.

Chang Liu, Xiaoyu Ma, Jiaojiao Wang, Jiefang Zhang, Honggang Zhang, Songyun Xie, Dingguo Yu

Proceedings of the 2021 IEEE International Conference on Multimedia and Expo, 2021

Improved Multi-task SCCA for Brain Imaging Genetics via Joint Consideration of the Diagnosis, Parameter Decomposition and Network Constraints.

Xin Zhang, Yipeng Hao, Jin Zhang, Shihong Zou, Songyun Xie, Lei Du

Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2021

A Utility Human Machine Interface Using Low Cost EEG Cap and Eye Tracker.

Chang Liu, Dingguo Yu, Jiefang Zhang, Songyun Xie

Proceedings of the 9th International Winter Conference on Brain-Computer Interface, 2021

2019

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

2018

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, Klaus Obermayer

Proceedings of the 6th International Conference on Brain-Computer Interface, 2018

2017

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

Proceedings of the Neural Information Processing - 24th International Conference, 2017

A Portable System of Visual Fatigue Evaluation for Stereoscopic Display.

Yue Bai, Jun-Dong Cho, Ghulam Hussain, Songyun Xie

Proceedings of the Neural Information Processing - 24th International Conference, 2017

2016

Stimulator Selection in SSVEP-Based Spatial Selective Attention Study.

Songyun Xie, Chang Liu, Klaus Obermayer, Fangshi Zhu, Linan Wang, Xinzhou Xie, Wei Wang

Comput. Intell. Neurosci., 2016

2014

Single channel single trial P300 detection using extreme learning machine: Compared with BPNN and SVM.

Songyun Xie, You Wu, Yunpeng Zhang, Juanli Zhang, Chang Liu

Proceedings of the 2014 International Joint Conference on Neural Networks, 2014

2013

A spatial selective visual attention pattern recognition method based on joint short SSVEP.

Songyun Xie, Fangshi Zhu, Klaus Obermayer, Petra Ritter, Linan Wang

Proceedings of the 2013 International Joint Conference on Neural Networks, 2013

2012

Various artifacts reduction algorithms for EEG recorded in continuous fMRI scan environment.

Fangshi Zhu, Songyun Xie, Jiadong Xu, Huabing He

Proceedings of the 2012 International Joint Conference on Neural Networks (IJCNN), 2012

2011

Shadow Removal Based on Gray Correlation Analysis and Sobel Edge Detection Algorithm.

Feng Ji, Xinbo Gao, Zheng Dang, Songyun Xie

Proceedings of the Advances in Neural Networks - ISNN 2011, 2011

Fast Moving Target Detection Based on Gray Correlation Analysis and Background Subtraction.

Zheng Dang, Songyun Xie, Ge Wang, Fahad Raza

Proceedings of the Advances in Neural Networks - ISNN 2011, 2011

The Application of Genetic Algorithm Based Support Vector Machine for Image Quality Evaluation.

Li Cui, Songyun Xie

Proceedings of the Advances in Neural Networks - ISNN 2011, 2011

2010

Edge detection using advanced grey prediction model.

Songyun Xie, Yubin Xie, Wei Yang, Ge Wang

Proceedings of the IEEE International Conference on Networking, Sensing and Control, 2010

2009

Brain fMRI processing and classification based on combination of PCA and SVM.

Songyun Xie, Rong Guo, Ningfei Li, Ge Wang, Haitao Zhao

Proceedings of the International Joint Conference on Neural Networks, 2009