Clustering Based Kernel Reinforcement Learning for Neural Adaptation in Brain-Machine Interfaces. - Xiang Zhang 025; José C. Príncipe; Yiwen Wang 002 (EMBC, 2018)

Time-frequency Relevancy Analysis between Local Field Potentials and Lever Pressing Motion of Rats. - Yifan Huang 001; Xiang Shen; Yiwen Wang 002; Shuhang Chen; Xiang Zhang 025 (EMBC, 2019)

A Weight Transfer Mechanism for Kernel Reinforcement Learning Decoding in Brain-Machine Interfaces. - Xiang Zhang 025; Yiwen Wang 002 (EMBC, 2019)

Modelling mPFC Activities in Reinforcement Learning Framework for Brain-Machine Interfaces. - Xiang Shen; Xiang Zhang 025; Yifan Huang 001; Shuhang Chen; Yiwen Wang 002 (NER, 2019)

Decoding Transition between Kinematics Stages for Brain-Machine Interface. - Shuhang Chen; Xiang Zhang 025; Xiang Shen; Yifan Huang 001; Yiwen Wang 002 (SMC, 2019)

Estimating Neural Modulation via Adaptive Point Process Method in Brain-machine Interface. - Shuhang Chen; Xiang Zhang 025; Xiang Shen; Yifan Huang 001; Yiwen Wang 002 (EMBC, 2020)

Reinforcement Learning based Decoding Using Internal Reward for Time Delayed Task in Brain Machine Interfaces. - Xiang Shen; Xiang Zhang 025; Yifan Huang 001; Shuhang Chen; Yiwen Wang 002 (EMBC, 2020)

Covariant Cluster Transfer for Kernel Reinforcement Learning in Brain-Machine Interface. - Xiang Zhang 025; Yiwen Wang 002 (EMBC, 2020)

Decoding Reward Information from Local Field Potential and Spikes in Medial Prefrontal Cortex of Rats. - Yifan Huang 001; Xiang Shen; Xiang Zhang 025; Shuhang Chen; Yiwen Wang 002 (SMC, 2020)

Investigating Co-Activation between Medial Prefrontal and Primary Motor Cortical Spike Trains during Task Learning. - Shenghui Wu; Cunle Qian; Xiang Shen; Xiang Zhang 025; Yifan Huang 001; Shuhang Chen; Yiwen Wang 002 (SMC, 2020)

Kernel Temporal Difference based Reinforcement Learning for Brain Machine Interfaces*. - Xiang Shen; Xiang Zhang 025; Yiwen Wang 002 (EMBC, 2021)

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

Reinforcement Learning-based Kalman Filter for Adaptive Brain Control in Brain-Machine Interface*. - Xiang Zhang 025; Zhiwei Song; Yiwen Wang 002 (EMBC, 2021)

Cross-Intensity-Based Spatial-Temporal Clustering of Spike Trains for Brain State Estimation. - Yifan Huang 001; Cunle Qian; Xiang Zhang 025; Yiwen Wang 002 (SMC, 2021)

A Nonlinear Maximum Correntropy Information Filter for High-Dimensional Neural Decoding. - Xi Liu 006; Shuhang Chen; Xiang Shen; Xiang Zhang 025; Yiwen Wang 002 (Entropy, 2021)

Hierarchical Dynamical Model for Multiple Cortical Neural Decoding. - Xi Liu 006; Xiang Shen; Shuhang Chen; Xiang Zhang 025; Yifan Huang 001; Yueming Wang 001; Yiwen Wang 002 (Neural Comput., 2021)

Cluster Kernel Reinforcement Learning-based Kalman Filter for Three-Lever Discrimination Task in Brain-Machine Interface. - Zhiwei Song; Xiang Zhang 025; Yiwen Wang 002 (EMBC, 2022)

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)

Decoding Ensemble Spike States from Extracellular Field Potentials. - Yifan Huang 001; Xiang Zhang 025; Yiwen Wang 002 (EMBC, 2023)

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)

A Kernel Reinforcement Learning Decoding Framework Integrating Neural and Feedback Signals for Brain Control. - Xiang Zhang 025; Yiwen Wang 002 (EMBC, 2023)

A Novel KL Divergence Optimization Method for Aligning Neural Population Patterns During Task Learning. - Zhiwei Song; Xiang Zhang 025; Yiwen Wang 002 (SMC, 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)

Aligning Transregional Neural Dynamics with Transformer-based Variational Autoencoders*. - Shenghui Wu; Xiang Zhang 025; Yifan Huang 001; Yiwen Wang 002 (EMBC, 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)

Modeling Task Engagement to Regulate Reinforcement Learning-Based Decoding for Online Brain Control. - Xiang Zhang 025; Xiang Shen; Yiwen Wang 002 (IEEE Trans. Cogn. Dev. Syst., 2025)