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Elife|August 9, 2024
Revealing unexpected complex encoding but simple decoding mechanisms in motor cortex via separating behaviorally relevant neural signalsYangang Li, Xinyun Zhu, Yu Qi, et al.Journal of Neural Engineering|October 19, 2021
Robust neural decoding by kernel regression with Siamese representation learningYangang Li, Yu Qi, Yiwen Wang, et al.IEEE Transactions on Bio-Medical Engineering|June 14, 2022
Dynamic Ensemble Bayesian Filter for Robust Control of a Human Brain-Machine InterfaceYu Qi, Xinyun Zhu, Kedi Xu, et al.Nature Human Behaviour|April 2, 2025
Human motor cortex encodes complex handwriting through a sequence of stable neural statesYu Qi, Xinyun Zhu, Xinzhu Xiong, et al.IEEE Journal of Biomedical and Health Informatics|June 11, 2025
Dynamic Instance-level Graph Learning Network of Intracranial Electroencephalography Signals for Epileptic Seizure PredictionQi Lian, Yueming Wang, Yu QiFrontiers in Neuroscience|May 30, 2023
Neuromorphic computing facilitates deep brain-machine fusion for high-performance neuroprosthesisYu Qi, Jiajun Chen, Yueming WangJournal of Neural Engineering|May 7, 2020
Learning graph in graph convolutional neural networks for robust seizure predictionQi Lian, Yu Qi, Gang Pan, et al.Nature Communications|April 1, 2026
Human-like cognitive generalization for large models via mental representation-guided supervisionJiaxuan Chen, Yu Qi, Yueming Wang, et al.IEEE Transactions on Image Processing : a Publication of the IEEE Signal Processing Society|June 2, 2025
MindGPT: Interpreting What You See With Non-Invasive Brain RecordingsJiaxuan Chen, Yu Qi, Yueming Wang, et al.Patterns (New York, N.Y.)|December 2, 2025
Decoding multi-joint hand movements from brain signals by learning a synergy-based neural manifoldHuaqin Sun, Zhengyi Wang, Yu Qi, et al.Pageof 277