Yiwen Wang - RankMe

81 papers B 11Journal 26Unranked 44

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`	An Adaptive Superposition Point Process Model with Neuronal Encoding Engagement Identification. EMBC Mingdong Li, Mingyi Wang, Yiwen Wang
2024	B	`conf`	Extracted Audio-Induced Reward Expectation Information from Local Field Potential in the Medial Prefrontal Cortex. SMC Mingyi Wang, Jieyuan Tan, Yifan Huang, Shenghui Wu, Zhiwei Song, 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	J	`jnl`	Adaptive Quantized Control of Flexible Manipulators Subject to Unknown Dead Zones. IEEE Trans. Syst. Man Cybern. Syst. Zhijia Zhao, Yiming Liu, Sentao Cai, Zhifu Li, Yiwen Wang, Keum-Shik Hong, Han-Xiong Li
2023	—	`conf`	Applying Neural Manifold Constraint on Point Process Model for Neural Spike Prediction. EMBC Shenghui Wu, 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
2023	—	`conf`	Tracking the Dynamic Neural Connectivity via Conjugate Gradient Optimization. EMBC Mingdong Li, Shuhang Chen, Zhijia Zhao, 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
2022	—	`conf`	Modeling Neural Connectivity in a Point-Process Analogue of Kalman Filter. EMBC Mingdong Li, Shuhang Chen, Xi Liu, 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	—	`conf`	Considering Neural Connectivity in Point Process Decoder for Brain-Machine Interface EMBC Shuhang Chen, Xi Liu, 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	—	`conf`	Efficient Point-Process Modeling of Spiking Neurons for Neuroprosthesis. EMBC Weihan Li, Cunle Qian, Yu Qi, Yiwen Wang, Yueming Wang, Gang Pan
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	J	`jnl`	Reinforcement Learning in Reproducing Kernel Hilbert Spaces: Enabling Continuous Brain?Machine Interface Adaptation. IEEE Signal Process. Mag. Yiwen Wang, José C. Príncipe
2021	—	`conf`	Reinforcement Learning-based Kalman Filter for Adaptive Brain Control in Brain-Machine Interface EMBC Xiang Zhang, Zhiwei Song, Yiwen Wang
2020	J	`jnl`	Binless Kernel Machine: Modeling Spike Train Transformation for Cognitive Neural Prostheses. Neural Comput. Cunle Qian, Xuyun Sun, Yueming Wang, Xiaoxiang Zheng, Yiwen Wang, Gang Pan
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 K-Medoids based Point-Process Modeling on Neural Spike Transformation using Binless Kernel. EMBC Cunle Qian, Xuyun Sun, Zaiyue Yang, Gang Pan, 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
2018	—	`conf`	Grasp Planning Based On Scene Grasp Ability In Unstructured Environment. ROBIO Yiwen Wang, Jingchuan Wang, Weidong Chen
2018	J	`jnl`	Nonlinear Modeling of Neural Interaction for Spike Prediction Using the Staged Point-Process Model. Neural Comput. Cunle Qian, Xuyun Sun, Shaomin Zhang, Dong Xing, Hongbao Li, Xiaoxiang Zheng, Gang Pan, Yiwen Wang
2018	J	`jnl`	Predicting Spike Trains from PMd to M1 Using Discrete Time Rescaling Targeted GLM. IEEE Trans. Cogn. Dev. Syst. Dong Xing, Cunle Qian, Hongbao Li, Shaomin Zhang, Qiaosheng Zhang, Yaoyao Hao, Xiaoxiang Zheng, Zhaohui Wu, Yiwen Wang, Gang Pan
2018	—	`conf`	Tracking the Time Varying Neural Tuning via Adam on Point Process Observations. EMBC Zitong Zhang, Shuhang Chen, Zaiyue Yang, Yiwen Wang
2017	—	`conf`	Detecting abrupt change in neuronal tuning via adaptive point process estimation. EMBC Junjun Chen, Kai Xu, Zaiyue Yang, Yiwen Wang
2017	J	`jnl`	Quantized Attention-Gated Kernel Reinforcement Learning for Brain-Machine Interface Decoding. IEEE Trans. Neural Networks Learn. Syst. Fang Wang, Yiwen Wang, Kai Xu, Hongbao Li, Yuxi Liao, Qiaosheng Zhang, Shaomin Zhang, Xiaoxiang Zheng, José C. Príncipe
2017	J	`jnl`	Spatial-Temporal Feature Analysis on Single-Trial Event Related Potential for Rapid Face Identification. Frontiers Comput. Neurosci. Lei Jiang, Yun Wang, Bangyu Cai, Yueming Wang, Yiwen Wang
2016	—	`conf`	Maximum correntropy based attention-gated reinforcement learning designed for brain machine interface. EMBC Hongbao Li, Fang Wang, Qiaosheng Zhang, Shaomin Zhang, Yiwen Wang, Xiaoxiang Zheng, José C. Príncipe
2016	J	`jnl`	Tracking Neural Modulation Depth by Dual Sequential Monte Carlo Estimation on Point Processes for Brain-Machine Interfaces. IEEE Trans. Biomed. Eng. Yiwen Wang, Xiwei She, Yuxi Liao, Hongbao Li, Qiaosheng Zhang, Shaomin Zhang, Xiaoxiang Zheng, José C. Príncipe
2015	J	`jnl`	A Cauchy-Based State-Space Model for Seizure Detection in EEG Monitoring Systems. IEEE Intell. Syst. Yueming Wang, Yu Qi, Junming Zhu, Jian-Min Zhang, Yiwen Wang, Xiaoxiang Zheng, Zhaohui Wu
2015	—	`conf`	A closed-loop system for rapid face retrieval by combining EEG and computer vision. NER Yun Wang, Lei Jiang, Bangyu Cai, Yiwen Wang, Shaomin Zhang, Xiaoxiang Zheng
2015	—	`conf`	A reconfigurable general behavior data acquisition system for motor brain machine interface. NER Lichao Wang, Guanghao Sun, Zhaozhong Gui, Yiwen Wang, Shaomin Zhang, Xiaoxiang Zheng
2015	J	`jnl`	An Iterative Approach for EEG-Based Rapid Face Search: A Refined Retrieval by Brain Computer Interfaces. IEEE Trans. Auton. Ment. Dev. Yiwen Wang, Lei Jiang, Yun Wang, Bangyu Cai, Yueming Wang, Weidong Chen, Sanyuan Zhang, Xiaoxiang Zheng
2015	—	`conf`	Dorsal premotor cortex of the macaque monkey participate grasp planning. NER Guanghao Sun, Lichao Wang, Qiaosheng Zhang, Yiwen Wang, Kedi Xu, Shaomin Zhang, Xiaoxiang Zheng
2015	—	`conf`	Prediction of switching time between movement preparation and execution by neural activity in monkey premotor cortex. EMBC Hongbao Li, Yuxi Liao, Yiwen Wang, Qiaosheng Zhang, Shaomin Zhang, Xiaoxiang Zheng
2015	—	`conf`	Rapid face recognition based on single-trial event-related potential detection over multiple brains. NER Lei Jiang, Yun Wang, Bangyu Cai, Yiwen Wang, Weidong Chen, Xiaoxiang Zheng
2014	—	`conf`	Clustering and observation on neuron tuning property for brain machine interfaces. MFI Xiwei She, Yuxi Liao, Hongbao Li, Qiaosheng Zhang, Yiwen Wang, Xiaoxiang Zheng
2014	—	`conf`	Cortical discrimination of natural vibration stimulation in rats for a BMI task. BioCAS Yan Cao, Fang Wang, Qiaosheng Zhang, Kedi Xu, Yiwen Wang, Xiaoxiang Zheng
2014	B	`conf`	Decoding motor cortical activities of Monkey: A dataset. IJCNN Luoqing Zhou, Yu Qi, Yueming Wang, Gang Pan, Yiwen Wang, Xiaoxiang Zheng, Zhaohui Wu
2014	—	`conf`	Decoding the non-stationary neuron spike trains by dual Monte Carlo point process estimation in motor Brain Machine Interfaces. EMBC Yuxi Liao, Hongbao Li, Qiaosheng Zhang, Gong Fan, Yiwen Wang, Xiaoxiang Zheng
2013	—	`conf`	A Shared Control Policy for Center-Out Movement Decoding in Motor Brain-Machine Interface. ICONS Xi Chen, Yuxi Liao, Yiwen Wang, Shaomin Zhang, Qiaosheng Zhang, Xiaoxiang Zheng
2013	J	`jnl`	Computational Methods in Neuroengineering. Comput. Math. Methods Medicine Chang-Hwan Im, Lei Ding, Yiwen Wang, Sung-Phil Kim
2013	J	`jnl`	Corticomuscular Coherence Analysis on Hand Movement Distinction for Active Rehabilitation. Comput. Math. Methods Medicine Xinxin Lou, Siyuan Xiao, Yu Qi, Xiaoling Hu, Yiwen Wang, Xiaoxiang Zheng
2013	—	`conf`	ERP component analysis for rapid image searching in finer categories. EMBC Siyuan Xiao, Bangyu Cai, Lei Jiang, Yiwen Wang, Weidong Chen, Xiaoxiang Zheng
2013	J	`jnl`	Information Analysis on Neural Tuning in Dorsal Premotor Cortex for Reaching and Grasping. Comput. Math. Methods Medicine Yan Cao, Yaoyao Hao, Yuxi Liao, Kai Xu, Yiwen Wang, Shaomin Zhang, Qiaosheng Zhang, Weidong Chen, Xiaoxiang Zheng
2013	—	`conf`	Semantic-based sound retrieval by ERP in rapid serial auditory presentation paradigm. EMBC Lei Jiang, Bangyu Cai, Siyuan Xiao, Yiwen Wang, Weidong Chen, Xiaoxiang Zheng
2013	J	`jnl`	Universal stabilisation design for uncertain nonlinear system with sign-switching unknown control direction. Int. J. Control Zaiyue Yang, Yiwen Wang, Youxian Sun
2012	J	`jnl`	A frequency-temporal-spatial method for motor-related electroencephalography pattern recognition by comprehensive feature optimization. Comput. Biol. Medicine Bian Wu, Fan Yang, Ji-cai Zhang, Yiwen Wang, Xiaoxiang Zheng, Weidong Chen
2012	—	`conf`	Mutual information analysis on non-stationary neuron importance for brain machine interfaces. EMBC Yuxi Liao, Yiwen Wang, Xiaoxiang Zheng, José C. Príncipe
2011	J	`jnl`	A High-Accuracy Detection and Estimation Method of Intermodulated Sinusoids. IEEE Trans. Circuits Syst. I Regul. Pap. Zaiyue Yang, Che Wai Chan, Yiwen Wang
2011	—	`conf`	Comparisons between linear and nonlinear methods for decoding motor cortical activities of monkey. EMBC Kai Xu, Yueming Wang, Shaomin Zhang, Ting Zhao, Yiwen Wang, Weidong Chen, Xiaoxiang Zheng
2011	J	`jnl`	Decoding the nonstationary neural activity in motor cortex for brain machine interfaces. Int. J. Imaging Syst. Technol. Shaomin Zhang, Yuxi Liao, Xiaoxiang Zheng, Weidong Chen, Yiwen Wang
2011	—	`conf`	FPGA implementation of hardware processing modules as coprocessors in brain-machine interfaces. EMBC Dong Wang, Yaoyao Hao, Xiaoping Zhu, Ting Zhao, Yiwen Wang, Yaowu Chen, Weidong Chen, Xiaoxiang Zheng
2010	J	`jnl`	Universal Repetitive Learning Control for Nonparametric Uncertainty and Unknown State-Dependent Control Direction Matrix. IEEE Trans. Autom. Control. Zaiyue Yang, Sheung Chi Phillip Yam, L. K. Li, Yiwen Wang
2009	J	`jnl`	Ascertaining neuron importance by information theoretical analysis in motor Brain-Machine Interfaces. Neural Networks Yiwen Wang, José C. Príncipe, Justin C. Sanchez
2009	J	`jnl`	Extended kernel recursive least squares algorithm. IEEE Trans. Signal Process. Weifeng Liu, Il Park, Yiwen Wang, José C. Príncipe
2009	—	`conf`	On retrieval of intermodulated sinusoids. CDC Zaiyue Yang, Che Wai Chan, Yiwen Wang
2009	B	`conf`	Selecting neural subsets for kinematics decoding by information theoretical analysis in motor Brain Machine Interfaces. IJCNN Yiwen Wang, Justin C. Sanchez, José Carlos Príncipe
2009	J	`jnl`	Sequential Monte Carlo Point-Process Estimation of Kinematics from Neural Spiking Activity for Brain-Machine Interfaces. Neural Comput. Yiwen Wang, António R. C. Paiva, José C. Príncipe, Justin C. Sanchez
2007	B	`conf`	A Monte Carlo Sequential Estimation of Point Process Optimum Filtering for Brain Machine Interfaces. IJCNN Yiwen Wang, António R. C. Paiva, José C. Príncipe, Justin C. Sanchez
2006	B	`conf`	A Monte Carlo Sequential Estimation for Point Process Optimum Filtering. IJCNN Yiwen Wang, António R. C. Paiva, José C. Príncipe
2006	—	`conf`	Analysis of the Correlation between Local Field Potentials and Neuronal Firing Rate in the Motor Cortex. EMBC Yiwen Wang, Justin C. Sanchez, José C. Príncipe, Jeremiah D. Mitzelfelt, Aysegul Gunduz
2005	B	`conf`	Comparison of TDNN training algorithms in brain machine interfaces. IJCNN Yiwen Wang, Sung-Phil Kim, José C. Príncipe