Xiang Zhang - RankMe

27 papers B 5Journal 5Unranked 17

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	A generative spike prediction model using behavioral reinforcement for re-establishing neural functional connectivity. Nat. Comput. Sci. Shenghui Wu, Zhiwei Song, Xiang Zhang, Yifan Huang, Shuhang Chen, Xiang Shen, Jieyuan Tan, Mingdong Li, Ziyi Wang, Yujun Chen, Kai Liu, Dario Farina, José C. Príncipe, Yiwen Wang
2025	J	`jnl`	Kernel-Based Actor-Critic Learning Framework for Autonomous Brain Control on Trajectory. IEEE Trans. Cogn. Dev. Syst. Zhiwei Song, Xiang Zhang, Shuhang Chen, Jieyuan Tan, Yiwen Wang
2025	J	`jnl`	Modeling Task Engagement to Regulate Reinforcement Learning-Based Decoding for Online Brain Control. IEEE Trans. Cogn. Dev. Syst. Xiang Zhang, Xiang Shen, Yiwen Wang
2024	—	`conf`	Aligning Transregional Neural Dynamics with Transformer-based Variational Autoencoders EMBC Shenghui Wu, Xiang Zhang, Yifan Huang, Yiwen Wang
2024	—	`conf`	Facilitating Knowledge Transfer: An Approach for Matching Neural Patterns between Motor Tasks. EMBC Zhiwei Song, Xiang Zhang, Jieyuan Tan, Mingyi Wang, Yiwen Wang
2023	—	`conf`	A Kernel Reinforcement Learning Decoding Framework Integrating Neural and Feedback Signals for Brain Control. EMBC Xiang Zhang, Yiwen Wang
2023	B	`conf`	A Novel KL Divergence Optimization Method for Aligning Neural Population Patterns During Task Learning. SMC Zhiwei Song, Xiang Zhang, Yiwen Wang
2023	—	`conf`	Decoding Ensemble Spike States from Extracellular Field Potentials. EMBC Yifan Huang, Xiang Zhang, Yiwen Wang
2023	—	`conf`	State-space Model Based Inverse Reinforcement Learning for Reward Function Estimation in Brain-machine Interfaces. EMBC Jieyuan Tan, Xiang Zhang, Shenghui Wu, Yiwen Wang
2022	—	`conf`	Cluster Kernel Reinforcement Learning-based Kalman Filter for Three-Lever Discrimination Task in Brain-Machine Interface. EMBC Zhiwei Song, Xiang Zhang, Yiwen Wang
2022	—	`conf`	Estimating Reward Function from Medial Prefrontal Cortex Cortical Activity using Inverse Reinforcement Learning. EMBC Jieyuan Tan, Xiang Shen, Xiang Zhang, Zhiwei Song, Yiwen Wang
2021	J	`jnl`	A Nonlinear Maximum Correntropy Information Filter for High-Dimensional Neural Decoding. Entropy Xi Liu, Shuhang Chen, Xiang Shen, Xiang Zhang, Yiwen Wang
2021	B	`conf`	Cross-Intensity-Based Spatial-Temporal Clustering of Spike Trains for Brain State Estimation. SMC Yifan Huang, Cunle Qian, Xiang Zhang, Yiwen Wang
2021	J	`jnl`	Hierarchical Dynamical Model for Multiple Cortical Neural Decoding. Neural Comput. Xi Liu, Xiang Shen, Shuhang Chen, Xiang Zhang, Yifan Huang, Yueming Wang, Yiwen Wang
2021	—	`conf`	Kernel Temporal Difference based Reinforcement Learning for Brain Machine Interfaces EMBC Xiang Shen, Xiang Zhang, Yiwen Wang
2021	—	`conf`	Multivariate Encoding Analysis of Medial Prefrontal Cortex Cortical Activity during Task Learning. EMBC Jieyuan Tan, Xiang Shen, Xiang Zhang, Yiwen Wang
2021	—	`conf`	Reinforcement Learning-based Kalman Filter for Adaptive Brain Control in Brain-Machine Interface EMBC Xiang Zhang, Zhiwei Song, Yiwen Wang
2020	—	`conf`	Covariant Cluster Transfer for Kernel Reinforcement Learning in Brain-Machine Interface. EMBC Xiang Zhang, Yiwen Wang
2020	B	`conf`	Decoding Reward Information from Local Field Potential and Spikes in Medial Prefrontal Cortex of Rats. SMC Yifan Huang, Xiang Shen, Xiang Zhang, Shuhang Chen, Yiwen Wang
2020	—	`conf`	Estimating Neural Modulation via Adaptive Point Process Method in Brain-machine Interface. EMBC Shuhang Chen, Xiang Zhang, Xiang Shen, Yifan Huang, Yiwen Wang
2020	B	`conf`	Investigating Co-Activation between Medial Prefrontal and Primary Motor Cortical Spike Trains during Task Learning. SMC Shenghui Wu, Cunle Qian, Xiang Shen, Xiang Zhang, Yifan Huang, Shuhang Chen, Yiwen Wang
2020	—	`conf`	Reinforcement Learning based Decoding Using Internal Reward for Time Delayed Task in Brain Machine Interfaces. EMBC Xiang Shen, Xiang Zhang, Yifan Huang, Shuhang Chen, Yiwen Wang
2019	—	`conf`	A Weight Transfer Mechanism for Kernel Reinforcement Learning Decoding in Brain-Machine Interfaces. EMBC Xiang Zhang, Yiwen Wang
2019	B	`conf`	Decoding Transition between Kinematics Stages for Brain-Machine Interface. SMC Shuhang Chen, Xiang Zhang, Xiang Shen, Yifan Huang, Yiwen Wang
2019	—	`conf`	Modelling mPFC Activities in Reinforcement Learning Framework for Brain-Machine Interfaces. NER Xiang Shen, Xiang Zhang, Yifan Huang, Shuhang Chen, Yiwen Wang
2019	—	`conf`	Time-frequency Relevancy Analysis between Local Field Potentials and Lever Pressing Motion of Rats. EMBC Yifan Huang, Xiang Shen, Yiwen Wang, Shuhang Chen, Xiang Zhang
2018	—	`conf`	Clustering Based Kernel Reinforcement Learning for Neural Adaptation in Brain-Machine Interfaces. EMBC Xiang Zhang, José C. Príncipe, Yiwen Wang