沈翔

博士後

Email: shenxiang@@gdiist.cn

個人簡介：

2017年畢業于南(nán)京大(dà)學，2022年博士畢業于香港科技大(dà)學，2023年4月加入江門市新會區威信高技術科學研究所腦機接口與人機交互研究組，從事高通量柔性電(diàn)極腦機接口的神經編解碼研究。

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.