代表性论文专著
在神经交互、神经影像、生机电一体化领域国际权威期刊NeuroImage、Cerebral Cortex、Journal of Neural Engineering等发表SCI/EI论文22篇(中科院1区/交大A档11篇,#co-first author)
【2024】
25. Meng J.J.#*, Li S.W.#, Li G.Y., Luo R.J., Sheng X.J., and Zhu X.Y.*, Model-Based Brain Switches via SSVEP Provide Sufficient Reliability for Daily-of-life Applications, (TBD)
24. Meng J.J.#*, Li S.W.#, Li G.Y., Luo R.J., Sheng X.J., and Zhu X.Y.*, Virtual Physical Model-based Brain Switch via Periodic Active Modulation for Asynchronous Brain-Computer Interfacing (TBD).
23. Schalk G., Shao S.Y., Xiao K.W., Li J.T., Xie J.X., Guan Y.K., Wu Z.H., Chen L., Zhong X.Y., Xu C., Li G.Y., and Yu H., A General-Purpose Non-invasive Neurotechnology Research Platform (TBD).
22. Wu X.L., Li G.Y., Gao X., Metcalfe B., Zhang D.G., Channel Selection for Stereo-Electroencephalography (SEEG)-Based Invasive Brain-Computer Interfaces Using Deep Learning Methods. IEEE Transactions on Neural Systems and Rehabilitation Engineering, vol. 32, pp. 800-811, 2024.
21. Wu X.L., Zhang D.G., Li G.Y., Gao X., Metcalfe B.,and Chen L., Data augmentation for invasive brain-computer interfaces based on stereo-electroencephalography (SEEG), Journal of Neural Engineering, vol. 21, 2024.
【2023】
20. Li G.Y.#, Jiang S.Z.#, Meng J.J., Wu Z.H., Jiang H.T., Fan Z., Hu J., Sheng X.J., Zhang D.G., Schalk G., Chen L.*, and Zhu X.Y.*, "Spatio-temporal Evolution of Human Neural Activity During Visually-cued Hand Movements", Cerebral Cortex, bhad242, 2023.
19. Wu X.L., Jiang S.Z., Li G.Y., Liu S.J., Metcalfe B., Chen L., and Zhang D.G., "Deep Learning with Convolutional Neural Networks for Motor Brain-Computer Interfaces based on Stereo-electroencephalography (SEEG)", IEEE Journal of Biomedical and Health Informatics (IF:7.021), pp. 1-12, 2023.
【2022】
18. Li G.Y., Jiang S.Z., Meng J.J., Chai G.H., Fan Z., Hu J., Sheng X.J., Zhang D.G., Chen L., and Zhu X.Y., "Assessing differential representation of hand movements in multiple domains using stereo-electroencephalographic recordings", NeuroImage (IF:7.400), vol.250, p. 118969, 2022.
17. Ye, H.P., Li G.Y., Sheng, X.J., and Zhu, X.Y., "Phase-Amplitude Coupling Between Low-frequency Scalp EEG and High-frequency Intracranial EEG During Working Memory Task", Journal of Neural Engineering (IF:5.379), 2022.
16. Chai G.H., Wang H., Li G.Y., Sheng X.J., and Zhu X.Y., "Electrotactile feedback improves grip force control and enables object stiffness recognition while using a myoelectric hand", IEEE Transactions on Neural Systems and Rehabilitation Engineering(IF: 4.528), vol. 30, p. 1310-1320, 2022.
15. Wu X.L.#, Li G.Y.#, Jiang S.Z., Wellington S., Liu S.J., Wu Z.H., Metcalfe B., Chen L., and Zhang D.G., "Decoding Continuous Kinetic Information of Grasp from Stereo-electroencephalographic (SEEG) Recordings", Journal of Neural Engineering, 2022.
14. Ye, H.P., Fan, Z., Li, G.Y., Wu, Z.H., Hu, J., Sheng, X.J., Chen, L. and Zhu, X.Y., "Spontaneous State Detection Using Time-Frequency and Time-Domain Features Extracted From Stereo-Electroencephalography Traces". Frontiers in Neuroscience (IF: 4.677), 16, 2022.
【2021】
13. Li G.Y., Jiang S.Z., Paraskevopoulou S.E., Chai G.H., Wei Z.X., Liu S.J., Wang M., Xu Y., Fan Z., Wu Z.H., Chen L., Zhang D.G., and Zhu X.Y., "Detection of Human White Matter Activation and Evaluation of Its Function in Movement Decoding Using Stereo-electroencephalography (SEEG)", Journal of Neural Engineering, vol. 18, p. 0460c6, 2021.
12. Cao L.F., Li G.Y., Xu, Y., Zhang H., Shu X.K., and Zhang D.G., "A brain-actuated robotic arm system using non-invasive hybrid brain-computer interface and shared control strategy", Journal of Neural Engineering, vol. 18, p. 046045, 2021.
11. Liu S.J.#, Li G.Y.#, Jiang S.Z., Wu X.L., Hu J., Zhang D.G., and Chen L., "Investigating Data Cleaning Methods to Improve Performance of Brain–Computer Interfaces Based on Stereo-Electroencephalography", Frontiers in Neuroscience, vol. 15, p. 1239, 2021.
10. Ye, H.P., Fan, Z., Chai, G.H., Li, G.Y., Wei, Z.X., Hu, J., Sheng, X.J., Chen, L. and Zhu, X.Y., "Self-related Stimuli Decoding with Auditory and Visual Modalities using Stereo-electroencephalography". Frontiers in Neuroscience, 15, p. 487, 2021.
【2020】
9. Wang M.#, Li G.Y.#, Jiang S.Z., Wei Z.X., Hu J., Chen L., and Zhang D.G., "Enhancing Gesture Decoding Performance Using Signals from Posterior Parietal Cortex: A Stereo-Electroencephalograhy (SEEG) Study", Journal of Neural Engineering, vol. 17, p. 046043, 2020.
8. Fontanillo Lopez C.A., Li G.Y., and Zhang D.G., "Beyond Technologies of Electroencephalography (EEG): A Review from Commercial and Ethical Aspects". Frontiers in Neuroscience, 14, p.1271, 2020.
【2019】
7. Li G.Y., Jiang S.Z., Chen C., Brunner P., Wu Z.H., Schalk G., Chen L., and Zhang D.G., "iEEGview: an open-source multifunction GUI-based Matlab toolbox for localization and visualization of human intracranial electrodes", Journal of Neural Engineering, vol. 17, p. 016016, 2019.
【2018】
6. Li G.Y., Jiang S.Z., Paraskevopoulou S.E., Wang M., Xu Y., Wu Z.H., Chen L., Zhang D.G., and Schalk G.,“Optimal referencing for stereo-electroencephalographic (SEEG) recordings”, NeuroImage, vol. 183, pp. 327-335, 2018.
5. Li G.Y., Jiang S.Z., Wang M., Wu Z.H., Brunner P., Schalk G., Chen L., and Zhang D.G., "SEEGview: A Toolbox for Localization and Visualization of Stereo-Electroencephalography (SEEG) Electrodes", 2018 IEEE International Conference on Systems, Man, and Cybernetics (SMC), pp. 67-70,2018 (EI).
4. Wang M., Li R.J., Zhang R.F., Li G.Y., and Zhang D.G., "A Wearable SSVEP-Based BCI System for Quadcopter Control Using Head-Mounted Device", IEEE Access (IF:3.367), vol. 6, pp. 26789-26798, 2018.
【2017】
3. Li G.Y., Jiang S.Z., Xu Y., Wu Z.H., Chen L., and Zhang D.G., "A preliminary study towards prosthetic hand control using human stereo-electroencephalography (SEEG) signals", The 8th International IEEE/EMBS Conference on Neural Engineering (NER), pp. 375-378, 2017 (EI).
2. Mashat M. E. M., Li G.Y., and Zhang D.G., "Human-to-human closed-loop control based on brain-to-brain interface and muscle-to-muscle interface", Scientific Reports (IF:4.379), vol. 7, p. 11001, 2017.
【2016】
1. Li G.Y., and Zhang D.G., "Brain-Computer Interface Controlled Cyborg: Establishing a Functional Information Transfer Pathway from Human Brain to Cockroach Brain", PLoS One (IF: 3.240), vol. 11, p. e0150667, 2016.