Comparison of TDNN training algorithms in brain machine interfaces. - Yiwen Wang 002; Sung-Phil Kim; José C. Príncipe (IJCNN, 2005)

Analysis of the Correlation between Local Field Potentials and Neuronal Firing Rate in the Motor Cortex. - Yiwen Wang 002; Justin C. Sanchez; José C. Príncipe; Jeremiah D. Mitzelfelt; Aysegul Gunduz (EMBC, 2006)

A Monte Carlo Sequential Estimation for Point Process Optimum Filtering. - Yiwen Wang 002; António R. C. Paiva; José C. Príncipe (IJCNN, 2006)

A Monte Carlo Sequential Estimation of Point Process Optimum Filtering for Brain Machine Interfaces. - Yiwen Wang 002; António R. C. Paiva; José C. Príncipe; Justin C. Sanchez (IJCNN, 2007)

On retrieval of intermodulated sinusoids. - Zaiyue Yang; Che Wai Chan; Yiwen Wang 002 (CDC, 2009)

Selecting neural subsets for kinematics decoding by information theoretical analysis in motor Brain Machine Interfaces. - Yiwen Wang 002; Justin C. Sanchez; José Carlos Príncipe (IJCNN, 2009)

Sequential Monte Carlo Point-Process Estimation of Kinematics from Neural Spiking Activity for Brain-Machine Interfaces. - Yiwen Wang 002; António R. C. Paiva; José C. Príncipe; Justin C. Sanchez (Neural Comput., 2009)

Ascertaining neuron importance by information theoretical analysis in motor Brain-Machine Interfaces. - Yiwen Wang 002; José C. Príncipe; Justin C. Sanchez (Neural Networks, 2009)

Extended kernel recursive least squares algorithm. - Weifeng Liu 001; Il Park 002; Yiwen Wang 002; José C. Príncipe (IEEE Trans. Signal Process., 2009)

Universal Repetitive Learning Control for Nonparametric Uncertainty and Unknown State-Dependent Control Direction Matrix. - Zaiyue Yang; Sheung Chi Phillip Yam; L. K. Li; Yiwen Wang 002 (IEEE Trans. Autom. Control., 2010)

FPGA implementation of hardware processing modules as coprocessors in brain-machine interfaces. - Dong Wang; Yaoyao Hao; Xiaoping Zhu; Ting Zhao; Yiwen Wang 002; Yaowu Chen; Weidong Chen 002; Xiaoxiang Zheng (EMBC, 2011)

Comparisons between linear and nonlinear methods for decoding motor cortical activities of monkey. - Kai Xu; Yueming Wang 001; Shaomin Zhang; Ting Zhao; Yiwen Wang 002; Weidong Chen 002; Xiaoxiang Zheng (EMBC, 2011)

Decoding the nonstationary neural activity in motor cortex for brain machine interfaces. - Shaomin Zhang; Yuxi Liao; Xiaoxiang Zheng; Weidong Chen 002; Yiwen Wang 002 (Int. J. Imaging Syst. Technol., 2011)

A High-Accuracy Detection and Estimation Method of Intermodulated Sinusoids. - Zaiyue Yang; Che Wai Chan; Yiwen Wang 002 (IEEE Trans. Circuits Syst. I Regul. Pap., 2011)

Mutual information analysis on non-stationary neuron importance for brain machine interfaces. - Yuxi Liao; Yiwen Wang 002; Xiaoxiang Zheng; José C. Príncipe (EMBC, 2012)

A frequency-temporal-spatial method for motor-related electroencephalography pattern recognition by comprehensive feature optimization. - Bian Wu; Fan Yang; Ji-cai Zhang; Yiwen Wang 002; Xiaoxiang Zheng; Weidong Chen 002 (Comput. Biol. Medicine, 2012)

Semantic-based sound retrieval by ERP in rapid serial auditory presentation paradigm. - Lei Jiang; Bangyu Cai; Siyuan Xiao; Yiwen Wang 002; Weidong Chen 002; Xiaoxiang Zheng (EMBC, 2013)

ERP component analysis for rapid image searching in finer categories. - Siyuan Xiao; Bangyu Cai; Lei Jiang; Yiwen Wang 002; Weidong Chen 002; Xiaoxiang Zheng (EMBC, 2013)

A Shared Control Policy for Center-Out Movement Decoding in Motor Brain-Machine Interface. - Xi Chen; Yuxi Liao; Yiwen Wang 002; Shaomin Zhang; Qiaosheng Zhang; Xiaoxiang Zheng (ICONS, 2013)

Information Analysis on Neural Tuning in Dorsal Premotor Cortex for Reaching and Grasping. - Yan Cao; Yaoyao Hao; Yuxi Liao; Kai Xu; Yiwen Wang 002; Shaomin Zhang; Qiaosheng Zhang; Weidong Chen 002; Xiaoxiang Zheng (Comput. Math. Methods Medicine, 2013)

Computational Methods in Neuroengineering. - Chang-Hwan Im; Lei Ding 004; Yiwen Wang 002; Sung-Phil Kim (Comput. Math. Methods Medicine, 2013)

Corticomuscular Coherence Analysis on Hand Movement Distinction for Active Rehabilitation. - Xinxin Lou; Siyuan Xiao; Yu Qi; Xiaoling Hu 003; Yiwen Wang 002; Xiaoxiang Zheng (Comput. Math. Methods Medicine, 2013)

Universal stabilisation design for uncertain nonlinear system with sign-switching unknown control direction. - Zaiyue Yang; Yiwen Wang 002; Youxian Sun (Int. J. Control, 2013)

Cortical discrimination of natural vibration stimulation in rats for a BMI task. - Yan Cao; Fang Wang; Qiaosheng Zhang; Kedi Xu 001; Yiwen Wang 002; Xiaoxiang Zheng (BioCAS, 2014)

Decoding the non-stationary neuron spike trains by dual Monte Carlo point process estimation in motor Brain Machine Interfaces. - Yuxi Liao; Hongbao Li; Qiaosheng Zhang; Gong Fan; Yiwen Wang 002; Xiaoxiang Zheng (EMBC, 2014)

Decoding motor cortical activities of Monkey: A dataset. - Luoqing Zhou; Yu Qi; Yueming Wang 001; Gang Pan 001; Yiwen Wang 002; Xiaoxiang Zheng; Zhaohui Wu 001 (IJCNN, 2014)

Clustering and observation on neuron tuning property for brain machine interfaces. - Xiwei She; Yuxi Liao; Hongbao Li; Qiaosheng Zhang; Yiwen Wang 002; Xiaoxiang Zheng (MFI, 2014)

Prediction of switching time between movement preparation and execution by neural activity in monkey premotor cortex. - Hongbao Li; Yuxi Liao; Yiwen Wang 002; Qiaosheng Zhang; Shaomin Zhang; Xiaoxiang Zheng (EMBC, 2015)

Rapid face recognition based on single-trial event-related potential detection over multiple brains. - Lei Jiang; Yun Wang; Bangyu Cai; Yiwen Wang 002; Weidong Chen 002; Xiaoxiang Zheng (NER, 2015)

Dorsal premotor cortex of the macaque monkey participate grasp planning. - Guanghao Sun; Lichao Wang; Qiaosheng Zhang; Yiwen Wang 002; Kedi Xu 001; Shaomin Zhang; Xiaoxiang Zheng (NER, 2015)

A closed-loop system for rapid face retrieval by combining EEG and computer vision. - Yun Wang; Lei Jiang; Bangyu Cai; Yiwen Wang 002; Shaomin Zhang; Xiaoxiang Zheng (NER, 2015)

A reconfigurable general behavior data acquisition system for motor brain machine interface. - Lichao Wang; Guanghao Sun; Zhaozhong Gui; Yiwen Wang 002; Shaomin Zhang; Xiaoxiang Zheng (NER, 2015)

A Cauchy-Based State-Space Model for Seizure Detection in EEG Monitoring Systems. - Yueming Wang 001; Yu Qi; Junming Zhu; Jian-Min Zhang; Yiwen Wang 002; Xiaoxiang Zheng; Zhaohui Wu 001 (IEEE Intell. Syst., 2015)

An Iterative Approach for EEG-Based Rapid Face Search: A Refined Retrieval by Brain Computer Interfaces. - Yiwen Wang 002; Lei Jiang; Yun Wang; Bangyu Cai; Yueming Wang 001; Weidong Chen 002; Sanyuan Zhang; Xiaoxiang Zheng (IEEE Trans. Auton. Ment. Dev., 2015)

Maximum correntropy based attention-gated reinforcement learning designed for brain machine interface. - Hongbao Li; Fang Wang; Qiaosheng Zhang; Shaomin Zhang; Yiwen Wang 002; Xiaoxiang Zheng; José C. Príncipe (EMBC, 2016)

Tracking Neural Modulation Depth by Dual Sequential Monte Carlo Estimation on Point Processes for Brain-Machine Interfaces. - Yiwen Wang 002; Xiwei She; Yuxi Liao; Hongbao Li; Qiaosheng Zhang; Shaomin Zhang; Xiaoxiang Zheng; José C. Príncipe (IEEE Trans. Biomed. Eng., 2016)

Detecting abrupt change in neuronal tuning via adaptive point process estimation. - Junjun Chen; Kai Xu; Zaiyue Yang; Yiwen Wang 002 (EMBC, 2017)

Spatial-Temporal Feature Analysis on Single-Trial Event Related Potential for Rapid Face Identification. - Lei Jiang; Yun Wang; Bangyu Cai; Yueming Wang 001; Yiwen Wang 002 (Frontiers Comput. Neurosci., 2017)

Quantized Attention-Gated Kernel Reinforcement Learning for Brain-Machine Interface Decoding. - Fang Wang; Yiwen Wang 002; Kai Xu; Hongbao Li; Yuxi Liao; Qiaosheng Zhang; Shaomin Zhang; Xiaoxiang Zheng; José C. Príncipe (IEEE Trans. Neural Networks Learn. Syst., 2017)

Tracking the Time Varying Neural Tuning via Adam on Point Process Observations. - Zitong Zhang; Shuhang Chen; Zaiyue Yang; Yiwen Wang 002 (EMBC, 2018)

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

Grasp Planning Based On Scene Grasp Ability In Unstructured Environment. - Yiwen Wang 002; Jingchuan Wang; Weidong Chen 001 (ROBIO, 2018)

Nonlinear Modeling of Neural Interaction for Spike Prediction Using the Staged Point-Process Model. - Cunle Qian; Xuyun Sun; Shaomin Zhang; Dong Xing; Hongbao Li; Xiaoxiang Zheng; Gang Pan 001; Yiwen Wang 002 (Neural Comput., 2018)

Predicting Spike Trains from PMd to M1 Using Discrete Time Rescaling Targeted GLM. - Dong Xing; Cunle Qian; Hongbao Li; Shaomin Zhang; Qiaosheng Zhang; Yaoyao Hao; Xiaoxiang Zheng; Zhaohui Wu 001; Yiwen Wang 002; Gang Pan 001 (IEEE Trans. Cogn. Dev. Syst., 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 K-Medoids based Point-Process Modeling on Neural Spike Transformation using Binless Kernel. - Cunle Qian; Xuyun Sun; Zaiyue Yang; Gang Pan 001; Yiwen Wang 002 (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)

Binless Kernel Machine: Modeling Spike Train Transformation for Cognitive Neural Prostheses. - Cunle Qian; Xuyun Sun; Yueming Wang 001; Xiaoxiang Zheng; Yiwen Wang 002; Gang Pan 001 (Neural Comput., 2020)

Considering Neural Connectivity in Point Process Decoder for Brain-Machine Interface*. - Shuhang Chen; Xi Liu 006; Yiwen Wang 002 (EMBC, 2021)

Efficient Point-Process Modeling of Spiking Neurons for Neuroprosthesis. - Weihan Li; Cunle Qian; Yu Qi; Yiwen Wang 002; Yueming Wang 001; Gang Pan 001 (EMBC, 2021)

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)

Reinforcement Learning in Reproducing Kernel Hilbert Spaces: Enabling Continuous Brain?Machine Interface Adaptation. - Yiwen Wang 002; José C. Príncipe (IEEE Signal Process. Mag., 2021)

Modeling Neural Connectivity in a Point-Process Analogue of Kalman Filter. - Mingdong Li; Shuhang Chen; Xi Liu 006; Zhiwei Song; Yiwen Wang 002 (EMBC, 2022)

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)

Tracking the Dynamic Neural Connectivity via Conjugate Gradient Optimization. - Mingdong Li; Shuhang Chen; Zhijia Zhao 002; 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)

Applying Neural Manifold Constraint on Point Process Model for Neural Spike Prediction. - 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)

Adaptive Quantized Control of Flexible Manipulators Subject to Unknown Dead Zones. - Zhijia Zhao 002; Yiming Liu; Sentao Cai; Zhifu Li; Yiwen Wang 002; Keum-Shik Hong; Han-Xiong Li (IEEE Trans. Syst. Man Cybern. Syst., 2023)

An Adaptive Superposition Point Process Model with Neuronal Encoding Engagement Identification. - Mingdong Li; Mingyi Wang; Yiwen Wang 002 (EMBC, 2024)

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)

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)

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)