Yiwen Wang

Publication Activity (10 Years)

Years Active: 2006-2023
Publications (10 Years): 22

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Publications

Xiang Zhang, Yiwen Wang
A Kernel Reinforcement Learning Decoding Framework Integrating Neural and Feedback Signals for Brain Control. EMBC (2023)
Shenghui Wu, Yiwen Wang
Applying Neural Manifold Constraint on Point Process Model for Neural Spike Prediction. EMBC (2023)
Zhiwei Song, Xiang Zhang, Yiwen Wang
A Novel KL Divergence Optimization Method for Aligning Neural Population Patterns During Task Learning. SMC (2023)
Mingdong Li, Shuhang Chen, Xi Liu, Zhiwei Song, Yiwen Wang
Modeling Neural Connectivity in a Point-Process Analogue of Kalman Filter. EMBC (2022)
Jieyuan Tan, Xiang Shen, Xiang Zhang, Zhiwei Song, Yiwen Wang
Estimating Reward Function from Medial Prefrontal Cortex Cortical Activity using Inverse Reinforcement Learning. EMBC (2022)
Zhiwei Song, Xiang Zhang, Yiwen Wang
Cluster Kernel Reinforcement Learning-based Kalman Filter for Three-Lever Discrimination Task in Brain-Machine Interface. EMBC (2022)
Weihan Li, Cunle Qian, Yu Qi, Yiwen Wang, Yueming Wang, Gang Pan
Efficient Point-Process Modeling of Spiking Neurons for Neuroprosthesis. EMBC (2021)
Xiang Shen, Xiang Zhang, Yiwen Wang
. EMBC (2021)
Xi Liu, Shuhang Chen, Xiang Shen, Xiang Zhang, Yiwen Wang
A Nonlinear Maximum Correntropy Information Filter for High-Dimensional Neural Decoding. Entropy 23 (6) (2021)
Cunle Qian, Xuyun Sun, Yueming Wang, Xiaoxiang Zheng, Yiwen Wang, Gang Pan
Binless Kernel Machine: Modeling Spike Train Transformation for Cognitive Neural Prostheses. Neural Comput. 32 (10) (2020)
Shenghui Wu, Cunle Qian, Xiang Shen, Xiang Zhang, Yifan Huang, Shuhang Chen, Yiwen Wang
Investigating Co-Activation between Medial Prefrontal and Primary Motor Cortical Spike Trains during Task Learning. SMC (2020)
Cunle Qian, Xuyun Sun, Zaiyue Yang, Gang Pan, Yiwen Wang
A K-Medoids based Point-Process Modeling on Neural Spike Transformation using Binless Kernel. EMBC (2019)
Xiang Shen, Xiang Zhang, Yifan Huang, Shuhang Chen, Yiwen Wang
Modelling mPFC Activities in Reinforcement Learning Framework for Brain-Machine Interfaces. NER (2019)
Yiwen Wang, Jingchuan Wang, Weidong Chen
Grasp Planning Based On Scene Grasp Ability In Unstructured Environment. ROBIO (2018)
Dong Xing, Cunle Qian, Hongbao Li, Shaomin Zhang, Qiaosheng Zhang, Yaoyao Hao, Xiaoxiang Zheng, Zhaohui Wu, Yiwen Wang, Gang Pan
Predicting Spike Trains from PMd to M1 Using Discrete Time Rescaling Targeted GLM. IEEE Trans. Cogn. Dev. Syst. 10 (2) (2018)
Zitong Zhang, Shuhang Chen, Zaiyue Yang, Yiwen Wang
Tracking the Time Varying Neural Tuning via Adam on Point Process Observations. EMBC (2018)
Cunle Qian, Xuyun Sun, Shaomin Zhang, Dong Xing, Hongbao Li, Xiaoxiang Zheng, Gang Pan, Yiwen Wang
Nonlinear Modeling of Neural Interaction for Spike Prediction Using the Staged Point-Process Model. Neural Comput. 30 (12) (2018)
Lei Jiang, Yun Wang, Bangyu Cai, Yueming Wang, Yiwen Wang
Spatial-Temporal Feature Analysis on Single-Trial Event Related Potential for Rapid Face Identification. Frontiers Comput. Neurosci. 11 (2017)
Junjun Chen, Kai Xu, Zaiyue Yang, Yiwen Wang
Detecting abrupt change in neuronal tuning via adaptive point process estimation. EMBC (2017)
Fang Wang, Yiwen Wang, Kai Xu, Hongbao Li, Yuxi Liao, Qiaosheng Zhang, Shaomin Zhang, Xiaoxiang Zheng, José C. Príncipe
Quantized Attention-Gated Kernel Reinforcement Learning for Brain-Machine Interface Decoding. IEEE Trans. Neural Networks Learn. Syst. 28 (4) (2017)
Hongbao Li, Fang Wang, Qiaosheng Zhang, Shaomin Zhang, Yiwen Wang, Xiaoxiang Zheng, José C. Príncipe
Maximum correntropy based attention-gated reinforcement learning designed for brain machine interface. EMBC (2016)
Yiwen Wang, Xiwei She, Yuxi Liao, Hongbao Li, Qiaosheng Zhang, Shaomin Zhang, Xiaoxiang Zheng, José C. Príncipe
Tracking Neural Modulation Depth by Dual Sequential Monte Carlo Estimation on Point Processes for Brain-Machine Interfaces. IEEE Trans. Biomed. Eng. 63 (8) (2016)
Guanghao Sun, Lichao Wang, Qiaosheng Zhang, Yiwen Wang, Kedi Xu, Shaomin Zhang, Xiaoxiang Zheng
Dorsal premotor cortex of the macaque monkey participate grasp planning. NER (2015)
Yun Wang, Lei Jiang, Bangyu Cai, Yiwen Wang, Shaomin Zhang, Xiaoxiang Zheng
A closed-loop system for rapid face retrieval by combining EEG and computer vision. NER (2015)
Hongbao Li, Yuxi Liao, Yiwen Wang, Qiaosheng Zhang, Shaomin Zhang, Xiaoxiang Zheng
Prediction of switching time between movement preparation and execution by neural activity in monkey premotor cortex. EMBC (2015)
Yueming Wang, Yu Qi, Junming Zhu, Jian-Min Zhang, Yiwen Wang, Xiaoxiang Zheng, Zhaohui Wu
A Cauchy-Based State-Space Model for Seizure Detection in EEG Monitoring Systems. IEEE Intell. Syst. 30 (1) (2015)
Yiwen Wang, Lei Jiang, Yun Wang, Bangyu Cai, Yueming Wang, Weidong Chen, Sanyuan Zhang, Xiaoxiang Zheng
An Iterative Approach for EEG-Based Rapid Face Search: A Refined Retrieval by Brain Computer Interfaces. IEEE Trans. Auton. Ment. Dev. 7 (3) (2015)
Lei Jiang, Yun Wang, Bangyu Cai, Yiwen Wang, Weidong Chen, Xiaoxiang Zheng
Rapid face recognition based on single-trial event-related potential detection over multiple brains. NER (2015)
Lichao Wang, Guanghao Sun, Zhaozhong Gui, Yiwen Wang, Shaomin Zhang, Xiaoxiang Zheng
A reconfigurable general behavior data acquisition system for motor brain machine interface. NER (2015)
Yan Cao, Fang Wang, Qiaosheng Zhang, Kedi Xu, Yiwen Wang, Xiaoxiang Zheng
Cortical discrimination of natural vibration stimulation in rats for a BMI task. BioCAS (2014)
Luoqing Zhou, Yu Qi, Yueming Wang, Gang Pan, Yiwen Wang, Xiaoxiang Zheng, Zhaohui Wu
Decoding motor cortical activities of Monkey: A dataset. IJCNN (2014)
Yuxi Liao, Hongbao Li, Qiaosheng Zhang, Gong Fan, Yiwen Wang, Xiaoxiang Zheng
Decoding the non-stationary neuron spike trains by dual Monte Carlo point process estimation in motor Brain Machine Interfaces. EMBC (2014)
Xiwei She, Yuxi Liao, Hongbao Li, Qiaosheng Zhang, Yiwen Wang, Xiaoxiang Zheng
Clustering and observation on neuron tuning property for brain machine interfaces. MFI (2014)
Siyuan Xiao, Bangyu Cai, Lei Jiang, Yiwen Wang, Weidong Chen, Xiaoxiang Zheng
ERP component analysis for rapid image searching in finer categories. EMBC (2013)
Xi Chen, Yuxi Liao, Yiwen Wang, Shaomin Zhang, Qiaosheng Zhang, Xiaoxiang Zheng
A Shared Control Policy for Center-Out Movement Decoding in Motor Brain-Machine Interface. ICONS (2013)
Lei Jiang, Bangyu Cai, Siyuan Xiao, Yiwen Wang, Weidong Chen, Xiaoxiang Zheng
Semantic-based sound retrieval by ERP in rapid serial auditory presentation paradigm. EMBC (2013)
Yan Cao, Yaoyao Hao, Yuxi Liao, Kai Xu, Yiwen Wang, Shaomin Zhang, Qiaosheng Zhang, Weidong Chen, Xiaoxiang Zheng
Information Analysis on Neural Tuning in Dorsal Premotor Cortex for Reaching and Grasping. Comput. Math. Methods Medicine 2013 (2013)
Zaiyue Yang, Yiwen Wang, Youxian Sun
Universal stabilisation design for uncertain nonlinear system with sign-switching unknown control direction. Int. J. Control 86 (1) (2013)
Xinxin Lou, Siyuan Xiao, Yu Qi, Xiaoling Hu, Yiwen Wang, Xiaoxiang Zheng
Corticomuscular Coherence Analysis on Hand Movement Distinction for Active Rehabilitation. Comput. Math. Methods Medicine 2013 (2013)
Yuxi Liao, Yiwen Wang, Xiaoxiang Zheng, José C. Príncipe
Mutual information analysis on non-stationary neuron importance for brain machine interfaces. EMBC (2012)
Bian Wu, Fan Yang, Ji-cai Zhang, Yiwen Wang, Xiaoxiang Zheng, Weidong Chen
A frequency-temporal-spatial method for motor-related electroencephalography pattern recognition by comprehensive feature optimization. Comput. Biol. Medicine 42 (4) (2012)
Zaiyue Yang, Che Wai Chan, Yiwen Wang
A High-Accuracy Detection and Estimation Method of Intermodulated Sinusoids. IEEE Trans. Circuits Syst. I Regul. Pap. (10) (2011)
Dong Wang, Yaoyao Hao, Xiaoping Zhu, Ting Zhao, Yiwen Wang, Yaowu Chen, Weidong Chen, Xiaoxiang Zheng
FPGA implementation of hardware processing modules as coprocessors in brain-machine interfaces. EMBC (2011)
Kai Xu, Yueming Wang, Shaomin Zhang, Ting Zhao, Yiwen Wang, Weidong Chen, Xiaoxiang Zheng
Comparisons between linear and nonlinear methods for decoding motor cortical activities of monkey. EMBC (2011)
Shaomin Zhang, Yuxi Liao, Xiaoxiang Zheng, Weidong Chen, Yiwen Wang
Decoding the nonstationary neural activity in motor cortex for brain machine interfaces. Int. J. Imaging Syst. Technol. 21 (2) (2011)
Zaiyue Yang, Sheung Chi Phillip Yam, L. K. Li, Yiwen Wang
Universal Repetitive Learning Control for Nonparametric Uncertainty and Unknown State-Dependent Control Direction Matrix. IEEE Trans. Autom. Control. 55 (7) (2010)
Weifeng Liu, Il Park, Yiwen Wang, José C. Príncipe
Extended kernel recursive least squares algorithm. IEEE Trans. Signal Process. 57 (10) (2009)
Yiwen Wang, José C. Príncipe, Justin C. Sanchez
Ascertaining neuron importance by information theoretical analysis in motor Brain-Machine Interfaces. Neural Networks 22 (5-6) (2009)
Yiwen Wang, Justin C. Sanchez, José Carlos Príncipe
Selecting neural subsets for kinematics decoding by information theoretical analysis in motor Brain Machine Interfaces. IJCNN (2009)
Yiwen Wang, António R. C. Paiva, José C. Príncipe, Justin C. Sanchez
Sequential Monte Carlo Point-Process Estimation of Kinematics from Neural Spiking Activity for Brain-Machine Interfaces. Neural Comput. 21 (10) (2009)
Zaiyue Yang, Che Wai Chan, Yiwen Wang
On retrieval of intermodulated sinusoids. CDC (2009)
Yiwen Wang, António R. C. Paiva, José C. Príncipe, Justin C. Sanchez
A Monte Carlo Sequential Estimation of Point Process Optimum Filtering for Brain Machine Interfaces. IJCNN (2007)
Yiwen Wang, António R. C. Paiva, José C. Príncipe
A Monte Carlo Sequential Estimation for Point Process Optimum Filtering. IJCNN (2006)
Yiwen Wang, Justin C. Sanchez, José C. Príncipe, Jeremiah D. Mitzelfelt, Aysegul Gunduz
Analysis of the Correlation between Local Field Potentials and Neuronal Firing Rate in the Motor Cortex. EMBC (2006)