Multivariate Encoding Analysis of Medial Prefrontal Cortex Cortical Activity during Task Learning. - Jieyuan Tan; Xiang Shen; Xiang Zhang 025; Yiwen Wang 002 (EMBC, 2021)

Estimating Reward Function from Medial Prefrontal Cortex Cortical Activity using Inverse Reinforcement Learning. - Jieyuan Tan; Xiang Shen; Xiang Zhang 025; Zhiwei Song; Yiwen Wang 002 (EMBC, 2022)

State-space Model Based Inverse Reinforcement Learning for Reward Function Estimation in Brain-machine Interfaces. - Jieyuan Tan; Xiang Zhang 025; Shenghui Wu; Yiwen Wang 002 (EMBC, 2023)

Facilitating Knowledge Transfer: An Approach for Matching Neural Patterns between Motor Tasks. - Zhiwei Song; Xiang Zhang 025; Jieyuan Tan; Mingyi Wang; Yiwen Wang 002 (EMBC, 2024)

Dynamic Inverse Reinforcement Learning for Feedback-driven Reward Estimation in Brain Machine Interface Tasks. - Jieyuan Tan; Yiwen Wang (EMBC, 2024)

Extracted Audio-Induced Reward Expectation Information from Local Field Potential in the Medial Prefrontal Cortex. - Mingyi Wang; Jieyuan Tan; Yifan Huang 001; Shenghui Wu; Zhiwei Song; Yiwen Wang 002 (SMC, 2024)

Kernel-Based Actor-Critic Learning Framework for Autonomous Brain Control on Trajectory. - Zhiwei Song; Xiang Zhang 025; Shuhang Chen; Jieyuan Tan; Yiwen Wang 002 (IEEE Trans. Cogn. Dev. Syst., 2025)