Publications by authors named "Xugang Xi"

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A novel temporal-frequency combination pattern optimization approach based on information fusion for motor imagery BCIs.
Chenyang Lü, Ting Wang, Xugang Xi, Maofeng Wang, Jian Wang

Comput Methods Biomech Biomed Engin· December 2025

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ASA-STGCN: Adaptive Sparse Awareness-Spatiotemporal Graph Convolutional Network for Multi-Class Motor Imagery EEG Classification.
Ming Meng, Peiqi Yu, Qingshan She, Xugang Xi, Wanzeng Kong

IEEE J Biomed Health Inform· December 2025

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Evaluation of the impacts of neuromuscular electrical stimulation based on cortico-muscular-cortical functional network.
Jianpeng Tang, Xugang Xi, Ting Wang, Lihua Li, Jian Yang

Comput Methods Programs Biomed· June 2025

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Corticomuscular Coupling Analysis of Dynamic Balance During Eccentric and Concentric Muscle Contractions.
Weidong Zhu, Xugang Xi, Ting Wang, Shunlan Du, Lihua Li

Eur J Neurosci· April 2025

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Corticomuscular Coupling Analysis in Stroke Rehabilitation Based on Variational Mode Decomposition-Transfer Entropy.
Ting Wang, Jianpeng Tang, Xugang Xi, Yong Peng, Maofeng Wang

IEEE Trans Neural Syst Rehabil Eng· September 2024

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Optimizing motion imagery classification with limited channels using the common spatial pattern-based integrated algorithm.
Shishi Chen, Xugang Xi, Ting Wang, Hangcheng Li, Maofeng Wang

Med Biol Eng Comput· August 2024

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Evaluating stroke rehabilitation using brain functional network and corticomuscular coupling.
Ting Wang, Chenghao Wang, Kai Chen, Donghui Yang, Xugang Xi

Int J Neurosci· June 2024

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Scalable Preparation of Ultraselective and Highly Permeable Fully Aromatic Polyamide Nanofiltration Membranes for Antibiotic Desalination.
Haohao Liu, Lijun Liang, Feng Tian, Xugang Xi, Yanqin Zhang, Xingzhong Cao, Yunxiang Bai

Angew Chem Int Ed Engl· June 2024

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Recognition of regions of stroke injury using multi-modal frequency features of electroencephalogram.
Yan Jin, Jing Li, Zhuyao Fan, Xian Hua, Ting Wang, Xugang Xi

Front Neurosci· June 2024

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Delay estimation for cortical-muscular interaction with wavelet coherence time lag.
Ting Wang, Mingze Xia, Junhong Wang, Anton Zhilenkov, Jian Wang, Xugang Xi

J Neurosci Methods· May 2024

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Effect of tDCS on corticomuscular coupling and the brain functional network of stroke patients.
Zhuyao Fan, Xugang Xi, Ting Wang, Hangcheng Li, Wang Maofeng

Med Biol Eng Comput· December 2023

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Chinese sign language recognition based on surface electromyography and motion information.
Wenyu Li, Zhizeng Luo, Wenguo Li, Xugang Xi

PLoS One· December 2023

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Analysis of corticomuscular-cortical functional network based on time-delayed maximal information spectral coefficient.
Jianpeng Tang, Xugang Xi, Ting Wang, Junhong Wang, Lihua Li

J Neural Eng· September 2023

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White matter microstructure alterations in idiopathic restless legs syndrome: a study combining crossing fiber-based and tensor-based approaches.
Yibo Xue, Sangma Xie, Xunheng Wang, Xugang Xi, Chunyan Liu

Front Neurosci· September 2023

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Continuous estimation of multi-DOF movement from sEMG based on non-negative matrix factorization and L2 regulation.
Ming Meng, Guangqian Zhou, Yuliang Ma, Xugang Xi

Med Biol Eng Comput· July 2023

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Quantification of body ownership awareness induced by the visual movement illusion of the lower limbs: a study of electroencephalogram and surface electromyography.
Jing Li, Junhong Wang, Ting Wang, Wanzeng Kong, Xugang Xi

Med Biol Eng Comput· May 2023

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Joint Filter-Band-Combination and Multi-View CNN for Electroencephalogram Decoding.
Zhuyao Fan, Xugang Xi, Yunyuan Gao, Ting Wang, Feng Fang

IEEE Trans Neural Syst Rehabil Eng· May 2023

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Evaluation of movement functional rehabilitation after stroke: A study via graph theory and corticomuscular coupling as potential biomarker.
Xian Hua, Jing Li, Ting Wang, Junhong Wang, Shaojun Pi, Xugang Xi

Math Biosci Eng· April 2023

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Altered Functional Connectivity and Complexity in Major Depressive Disorder after Musical Stimulation.
Pintao Qiu, Jinxiao Dai, Ting Wang, Hangcheng Li, Cunbin Ma, Xugang Xi

Brain Sci· December 2022

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Analysis of Functional Corticomuscular Coupling Based on Multiscale Transfer Spectral Entropy.
Xugang Xi, Jinsuo Ding, Junhong Wang, Yun-Bo Zhao, Ting Wang

IEEE J Biomed Health Inform· October 2022

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EEG-Based Emotion Classification Using Improved Cross-Connected Convolutional Neural Network.
Jinxiao Dai, Xugang Xi, Ge Li, Ting Wang

Brain Sci· July 2022

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Investigation of Corticomuscular Functional Coupling during Hand Movements Using Vine Copula.
Fei Ye, JinSuo Ding, Kai Chen, Xugang Xi

Brain Sci· June 2022

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Emotion-movement relationship: A study using functional brain network and cortico-muscular coupling.
Xugang Xi, Qun Tao, Jingqi Li, Wanzeng Kong, Yun-Bo Zhao

J Neurosci Methods· October 2021

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Corticomuscular coupling analysis based on improved LSTM and transfer entropy.
Fei Ye, Ziyang Sun, Donghui Yang, Huijiao Wang, Xugang Xi

Neurosci Lett· August 2021

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Analysis of corticomuscular connectivity during walking using vine copula.
Xiebing Chen, Yuliang Ma, Xiaoyun Liu, Wanzeng Kong, Xugang Xi

Math Biosci Eng· May 2021

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