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Published:
Brain Computer Interface Study Recruitment Advertisement
Published:
Introduction of Common Spatial Pattern(CSP) Algorithm
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Published in IEEE Transactions on Neural Systems and Rehabilitation Engineering, 2020
A motor imagery-based BCI using zero-shot learning reduces calibration time and achieves 91.81% of traditional method accuracy.
Recommended citation: Duan, L., Li, J., Ji, H., Pang, Z., Zheng, X., Lu, R., Li, M., & Zhuang, J. (2020). Zero-Shot Learning for EEG Classification in Motor Imagery-Based BCI System. IEEE Transactions on Neural Systems and Rehabilitation Engineering, 28(11), 2411–2419. https://doi.org/10.1109/tnsre.2020.3027004 https://doi.org/10.1109/TNSRE.2020.3027004
Published in Computational and Mathematical Methods in Medicine, 2020
The motor-imagery brain-computer interface (MI-BCI) system improves by using command combinations and transfer learning to reduce calibration time and increase accuracy.
Recommended citation: Zheng, X., Li, J., Ji, H., Duan, L., Li, M., Pang, Z., Zhuang, J., Rongrong, L., & Tianhao, G. (2020). Task Transfer Learning for EEG Classification in Motor Imagery-Based BCI System. Computational and Mathematical Methods in Medicine, 2020, 1–11. https://doi.org/10.1155/2020/6056383 https://doi.org/10.1155/2020/6056383
Published in Zenodo, 2024
This continuous pain rating task assesses pain intensity using the open-source software PsychoPy hosted on Pavlovia.
Recommended citation: Zheng, X., Rajwal, S., Ho, S. Y. S., Ashworth, C., Seymour, B., Shenker, N., & Mancini, F. (2024). Psychopy based Continuous Pain Monitoring Task (1.0.0). Zenodo. https://doi.org/10.5281/zenodo.13754802 https://doi.org/10.5281/zenodo.13754802
Published in Frontiers in Pain Research, 2025
Short-term variability in chronic musculoskeletal pain is clinically significant, correlating with pain severity and providing insights for personalized pain management.
Recommended citation: Zheng, X., Rajwal, S., Ashworth, C., Ho, S. Y. S., Seymour, B., Shenker, N., & Mancini, F. (2025). Short-term variability of chronic musculoskeletal pain. Frontiers in Pain Research, 6. https://doi.org/10.3389/fpain.2025.1626589 https://doi.org/10.3389/fpain.2025.1626589
Published in Brain and Language, 2025
fMRI evidence reveals distinct neural mechanisms for semantic selection and competition in Mandarin Chinese, dynamically modulated by word concreteness.
Recommended citation: Zhao, J., Zhao, Y., Zheng, X., Wang, X., Ning, Z., Chen, Y., Ji, H., Li, J., & Zhuang, J. (2025). Word selection, concreteness and brain lateralization. Brain and Language, 272, 105659–105659. https://doi.org/10.1016/j.bandl.2025.105659 https://doi.org/10.1016/j.bandl.2025.105659
Published in bioRxiv, 2026
An EEG-based BCI targeting speech-related neural rhythms shows potential for improving phonological processing and reading skills in developmental dyslexia.
Recommended citation: Zheng, X., Araújo, J., Busson, Q., & Goswami, U. (2026). Towards a Brain-Computer Interface (BCI) for Improving Phonological Processing in Developmental Dyslexia: An Exploratory Study. https://doi.org/10.64898/2026.01.23.700941 https://doi.org/10.64898/2026.01.23.700941
Published in bioRxiv, 2026
EEG analyses reveal atypical low-frequency neural dynamics during natural speech processing in children with Developmental Language Disorder (DLD).
Recommended citation: Zheng, X., Araújo, J., Keshavarzi, M., Feltham, G., Richards, S., Parvez, L., & Goswami, U. (2026). Atypical cortical encoding of the low-frequency temporal dynamics of natural speech identifies children with Developmental Language Disorder. https://doi.org/10.64898/2026.03.08.710292 https://doi.org/10.64898/2026.03.08.710292
Published:
Undergraduate course, University 1, Department, 2014
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Workshop, University 1, Department, 2015
This is a description of a teaching experience. You can use markdown like any other post.