沈翔
博士后
Email: shenxiang@@www.plm-bat.com
個人簡介：
2017年畢業(yè)于南京大學，2022年博士畢業(yè)于香港科技大學，2023年4月加入廣東省智能科學與技術研究院腦機接口與人機交互研究組，從事高通量柔性電極腦機接口的神經(jīng)編解碼研究。
代表論著：
[1] X. Shen, X. Zhang, Y. Huang, S. Chen, and Y. Wang, "Task Learning Over Multi-Day Recording via Internally Rewarded Reinforcement Learning Based Brain Machine Interfaces," IEEE Transactions on Neural Systems and Rehabilitation Engineering, vol. 28, no. 12, pp. 3089-3099, 2020.
[2] X. Shen, X. Zhang, Y. Huang, S. Chen, Z. Yu and Y. Wang, "Intermediate Sensory Feedback Assisted Multi-Step Neural Decoding for Reinforcement Learning based Brain-Machine Interfaces," in IEEE Transactions on Neural Systems and Rehabilitation Engineering, 2022, doi: 10.1109/TNSRE.2022.3210700.
[3] X. Liu, X. Shen (co-first author), S. Chen, X. Zhang, Y. Huang, Y. Wang, and Y. Wang, "Hierarchical Dynamical Model for Multiple Cortical Neural Decoding," Neural Computation, vol. 33, no. 5, pp. 1372-1401, 2021.
[4] S. Chen, X. Zhang, X. Shen, Y. Huang, and Y. Wang, "Tracking Fast Neural Adaptation by Globally Adaptive Point Process Estimation for Brain-Machine Interface," IEEE Transactions on Neural Systems and Rehabilitation Engineering, vol. 29, pp. 1690-1700, 2021.
[5] X. Liu, S. Chen, X. Shen, X. Zhang, and Y. Wang, "A Nonlinear Maximum Correntropy Information Filter for High-Dimensional Neural Decoding," Entropy, vol. 23, no. 6, 2021.
[6] Y. Huang, X. Zhang, X. Shen, S. Chen, J.C. Principe, and Y. Wang, 2022. Extracting synchronized neuronal activity from local field potentials based on a marked point process framework. Journal of Neural Engineering, 19(4), p.046043.
[7] S. Wu., C. Qian, X. Shen, X. Zhang, Y. Huang, S. Chen, and Y. Wang, 2022. Spike prediction on primary motor cortex from medial prefrontal cortex during task learning. Journal of Neural Engineering, 19(4), p.046025.
