A generative spike prediction model using behavioral reinforcement for re-establishing neural functional connectivity.

Yiwen Wang 0002 http://person.zju.edu.cn/en/yiwen_wang http://www.cnel.ufl.edu/people/people.php?name=wangyw https://orcid.org/0000-0002-1878-6182 https://www.wikidata.org/entity/Q86577188 Hong Kong University of Science and Technology Zhejiang University, Hangzhou, Qiushi Academy of Advanced Studies University of Florida, Gainesville, FL, USA Yiwen Wang Yiwen Wang 0001 Eindhoven University of Technology, The Netherlands http://www.win.tue.nl/~ywang/ Yiwen Wang 0003 Feng Chia University, Taichung Yiwen Wang 0004 Central South University, Changsha, School of Software Yiwen Wang 0005 Tokyo Institute Of Technology, Department of Communications and Integrated Systems Yiwen Wang 0006 Michigan State University, East Lansing, Department of Electrical and Computer Engineering Yiwen Wang 0007 University of Copenhagen, Department of Computer Science, Denmark https://curis.ku.dk/portal/en/persons/yiwen-wang(6bef9bfb-83c8-4fab-87cf-9365681f77b8).html https://orcid.org/0000-0002-4531-2222 Yiwen Wang 0008 Sun Yat-sen University, School of Computer Science and Engineering, Guangzhou, China https://orcid.org/0000-0002-9245-7707 Yiwen Wang 0009 Peking University, School of Intelligence Science and Technology, Beijing, China State Key Laboratory of General Artificial Intelligence, Beijing, China Yiwen Wang 0010 University of Auckland, School of Computer Science, Auckland, New Zealand https://orcid.org/0000-0002-7023-3630

Shenghui Wu Zhiwei Song Xiang Zhang 0025 Yifan Huang 0001 Shuhang Chen Xiang Shen Jieyuan Tan Mingdong Li Ziyi Wang Yujun Chen Kai Liu Dario Farina José C. Príncipe Yiwen Wang 0002 A generative spike prediction model using behavioral reinforcement for re-establishing neural functional connectivity. 2026 February 179-192 6 Nat. Comput. Sci. 2 https://doi.org/10.1038/s43588-025-00915-5 db/journals/ncs/ncs6.html#WuSZHCSTLWCLFPW26 streams/journals/ncs

Zhiwei Song Xiang Zhang 0025 Shuhang Chen Jieyuan Tan Yiwen Wang 0002 Kernel-Based Actor-Critic Learning Framework for Autonomous Brain Control on Trajectory. 554-563 2025 June 17 IEEE Trans. Cogn. Dev. Syst. 3 https://doi.org/10.1109/TCDS.2024.3485078 db/journals/tamd/tamd17.html#SongZCTW25 streams/journals/tamd

Xiang Zhang 0025 Xiang Shen Yiwen Wang 0002 Modeling Task Engagement to Regulate Reinforcement Learning-Based Decoding for Online Brain Control. 606-614 2025 June 17 IEEE Trans. Cogn. Dev. Syst. 3 https://doi.org/10.1109/TCDS.2024.3492199 db/journals/tamd/tamd17.html#ZhangSW25 streams/journals/tamd

Mingdong Li Mingyi Wang Yiwen Wang 0002 An Adaptive Superposition Point Process Model with Neuronal Encoding Engagement Identification. 1-4 2024 EMBC https://doi.org/10.1109/EMBC53108.2024.10781885 conf/embc/2024 db/conf/embc/embc2024.html#LiW024 Zhiwei Song Xiang Zhang 0025 Jieyuan Tan Mingyi Wang Yiwen Wang 0002 Facilitating Knowledge Transfer: An Approach for Matching Neural Patterns between Motor Tasks. 1-4 2024 EMBC https://doi.org/10.1109/EMBC53108.2024.10781969 conf/embc/2024 db/conf/embc/embc2024.html#SongZTWW24 Shenghui Wu Xiang Zhang 0025 Yifan Huang 0001 Yiwen Wang 0002 Aligning Transregional Neural Dynamics with Transformer-based Variational Autoencoders*. 1-4 2024 EMBC https://doi.org/10.1109/EMBC53108.2024.10782188 conf/embc/2024 db/conf/embc/embc2024.html#WuZHW24 Mingyi Wang Jieyuan Tan Yifan Huang 0001 Shenghui Wu Zhiwei Song Yiwen Wang 0002 Extracted Audio-Induced Reward Expectation Information from Local Field Potential in the Medial Prefrontal Cortex. 4225-4230 2024 SMC https://doi.org/10.1109/SMC54092.2024.10831756 conf/smc/2024 db/conf/smc/smc2024.html#WangTHWS024

Zhijia Zhao 0002 Yiming Liu Sentao Cai Zhifu Li Yiwen Wang 0002 Keum-Shik Hong Han-Xiong Li Adaptive Quantized Control of Flexible Manipulators Subject to Unknown Dead Zones. 6438-6447 2023 October 53 IEEE Trans. Syst. Man Cybern. Syst. 10 https://doi.org/10.1109/TSMC.2023.3283268 db/journals/tsmc/tsmc53.html#ZhaoLCLWHL23

Yifan Huang 0001 Xiang Zhang 0025 Yiwen Wang 0002 Decoding Ensemble Spike States from Extracellular Field Potentials. 1-4 2023 EMBC https://doi.org/10.1109/EMBC40787.2023.10341044 conf/embc/2023 db/conf/embc/embc2023.html#HuangZW23 Mingdong Li Shuhang Chen Zhijia Zhao 0002 Yiwen Wang 0002 Tracking the Dynamic Neural Connectivity via Conjugate Gradient Optimization. 1-4 2023 EMBC https://doi.org/10.1109/EMBC40787.2023.10340664 conf/embc/2023 db/conf/embc/embc2023.html#LiC0W23 Jieyuan Tan Xiang Zhang 0025 Shenghui Wu Yiwen Wang 0002 State-space Model Based Inverse Reinforcement Learning for Reward Function Estimation in Brain-machine Interfaces. 1-4 2023 EMBC https://doi.org/10.1109/EMBC40787.2023.10340953 conf/embc/2023 db/conf/embc/embc2023.html#TanZWW23 Shenghui Wu Yiwen Wang 0002 Applying Neural Manifold Constraint on Point Process Model for Neural Spike Prediction. 1-4 2023 EMBC https://doi.org/10.1109/EMBC40787.2023.10340489 conf/embc/2023 db/conf/embc/embc2023.html#Wu023 Xiang Zhang 0025 Yiwen Wang 0002 A Kernel Reinforcement Learning Decoding Framework Integrating Neural and Feedback Signals for Brain Control. 1-4 2023 EMBC https://doi.org/10.1109/EMBC40787.2023.10340203 conf/embc/2023 db/conf/embc/embc2023.html#Zhang023 Zhiwei Song Xiang Zhang 0025 Yiwen Wang 0002 A Novel KL Divergence Optimization Method for Aligning Neural Population Patterns During Task Learning. 4637-4642 2023 SMC https://doi.org/10.1109/SMC53992.2023.10394543 conf/smc/2023 db/conf/smc/smc2023.html#SongZ023 Zhiwei Song Xiang Zhang 0025 Yiwen Wang 0002 Cluster Kernel Reinforcement Learning-based Kalman Filter for Three-Lever Discrimination Task in Brain-Machine Interface. 690-693 2022 EMBC https://doi.org/10.1109/EMBC48229.2022.9871669 conf/embc/2022 db/conf/embc/embc2022.html#SongZW22 Mingdong Li Shuhang Chen Xi Liu 0006 Zhiwei Song Yiwen Wang 0002 Modeling Neural Connectivity in a Point-Process Analogue of Kalman Filter. 768-771 2022 EMBC https://doi.org/10.1109/EMBC48229.2022.9871283 conf/embc/2022 db/conf/embc/embc2022.html#LiCLSW22 Jieyuan Tan Xiang Shen Xiang Zhang 0025 Zhiwei Song Yiwen Wang 0002 Estimating Reward Function from Medial Prefrontal Cortex Cortical Activity using Inverse Reinforcement Learning. 3346-3349 2022 EMBC https://doi.org/10.1109/EMBC48229.2022.9871194 conf/embc/2022 db/conf/embc/embc2022.html#TanSZSW22

Xi Liu 0006 Shuhang Chen Xiang Shen Xiang Zhang 0025 Yiwen Wang 0002 A Nonlinear Maximum Correntropy Information Filter for High-Dimensional Neural Decoding. 743 2021 23 Entropy 6 https://doi.org/10.3390/e23060743 db/journals/entropy/entropy23.html#LiuCSZW21

Xi Liu 0006 Xiang Shen Shuhang Chen Xiang Zhang 0025 Yifan Huang 0001 Yueming Wang 0001 Yiwen Wang 0002 Hierarchical Dynamical Model for Multiple Cortical Neural Decoding. 1372-1401 2021 33 Neural Comput. 5 https://doi.org/10.1162/neco_a_01380 db/journals/neco/neco33.html#LiuSCZHWW21

Yiwen Wang 0002 José C. Príncipe Reinforcement Learning in Reproducing Kernel Hilbert Spaces: Enabling Continuous Brain?Machine Interface Adaptation. 34-45 2021 38 IEEE Signal Process. Mag. 4 https://doi.org/10.1109/MSP.2021.3076309 db/journals/spm/spm38.html#WangP21

Weihan Li Cunle Qian Yu Qi Yiwen Wang 0002 Yueming Wang 0001 Gang Pan 0001 Efficient Point-Process Modeling of Spiking Neurons for Neuroprosthesis. 6198-6202 2021 EMBC https://doi.org/10.1109/EMBC46164.2021.9630019 conf/embc/2021 db/conf/embc/embc2021.html#LiQQWWP21 Shuhang Chen Xi Liu 0006 Yiwen Wang 0002 Considering Neural Connectivity in Point Process Decoder for Brain-Machine Interface*. 6341-6344 2021 EMBC https://doi.org/10.1109/EMBC46164.2021.9630383 conf/embc/2021 db/conf/embc/embc2021.html#ChenLW21 Xiang Zhang 0025 Zhiwei Song Yiwen Wang 0002 Reinforcement Learning-based Kalman Filter for Adaptive Brain Control in Brain-Machine Interface*. 6619-6622 2021 EMBC https://doi.org/10.1109/EMBC46164.2021.9629511 conf/embc/2021 db/conf/embc/embc2021.html#ZhangSW21 Jieyuan Tan Xiang Shen Xiang Zhang 0025 Yiwen Wang 0002 Multivariate Encoding Analysis of Medial Prefrontal Cortex Cortical Activity during Task Learning. 6699-6702 2021 EMBC https://doi.org/10.1109/EMBC46164.2021.9630322 conf/embc/2021 db/conf/embc/embc2021.html#TanSZW21 Xiang Shen Xiang Zhang 0025 Yiwen Wang 0002 Kernel Temporal Difference based Reinforcement Learning for Brain Machine Interfaces*. 6721-6724 2021 EMBC https://doi.org/10.1109/EMBC46164.2021.9631086 conf/embc/2021 db/conf/embc/embc2021.html#ShenZW21 Yifan Huang 0001 Cunle Qian Xiang Zhang 0025 Yiwen Wang 0002 Cross-Intensity-Based Spatial-Temporal Clustering of Spike Trains for Brain State Estimation. 2684-2688 2021 SMC https://doi.org/10.1109/SMC52423.2021.9659284 conf/smc/2021 db/conf/smc/smc2021.html#HuangQZW21

Cunle Qian Xuyun Sun Yueming Wang 0001 Xiaoxiang Zheng Yiwen Wang 0002 Gang Pan 0001 Binless Kernel Machine: Modeling Spike Train Transformation for Cognitive Neural Prostheses. 1863-1900 2020 32 Neural Comput. 10 https://doi.org/10.1162/neco_a_01306 https://www.wikidata.org/entity/Q98469092 db/journals/neco/neco32.html#QianSWZWP20

Shuhang Chen Xiang Zhang 0025 Xiang Shen Yifan Huang 0001 Yiwen Wang 0002 Estimating Neural Modulation via Adaptive Point Process Method in Brain-machine Interface. 3078-3081 2020 EMBC https://doi.org/10.1109/EMBC44109.2020.9175240 https://www.wikidata.org/entity/Q100448102 conf/embc/2020 db/conf/embc/embc2020.html#ChenZSHW20 Xiang Zhang 0025 Yiwen Wang 0002 Covariant Cluster Transfer for Kernel Reinforcement Learning in Brain-Machine Interface. 3086-3089 2020 EMBC https://doi.org/10.1109/EMBC44109.2020.9175985 https://www.wikidata.org/entity/Q100448104 conf/embc/2020 db/conf/embc/embc2020.html#ZhangW20 Xiang Shen Xiang Zhang 0025 Yifan Huang 0001 Shuhang Chen Yiwen Wang 0002 Reinforcement Learning based Decoding Using Internal Reward for Time Delayed Task in Brain Machine Interfaces. 3351-3354 2020 EMBC https://doi.org/10.1109/EMBC44109.2020.9175964 https://www.wikidata.org/entity/Q100448181 conf/embc/2020 db/conf/embc/embc2020.html#ShenZHCW20 Yifan Huang 0001 Xiang Shen Xiang Zhang 0025 Shuhang Chen Yiwen Wang 0002 Decoding Reward Information from Local Field Potential and Spikes in Medial Prefrontal Cortex of Rats. 1015-1020 2020 SMC https://doi.org/10.1109/SMC42975.2020.9283456 conf/smc/2020 db/conf/smc/smc2020.html#HuangSZCW20 Shenghui Wu Cunle Qian Xiang Shen Xiang Zhang 0025 Yifan Huang 0001 Shuhang Chen Yiwen Wang 0002 Investigating Co-Activation between Medial Prefrontal and Primary Motor Cortical Spike Trains during Task Learning. 1269-1274 2020 SMC https://doi.org/10.1109/SMC42975.2020.9283121 conf/smc/2020 db/conf/smc/smc2020.html#WuQSZHCW20 Xiang Zhang 0025 Yiwen Wang 0002 A Weight Transfer Mechanism for Kernel Reinforcement Learning Decoding in Brain-Machine Interfaces. 3547-3550 2019 EMBC https://doi.org/10.1109/EMBC.2019.8856555 https://www.wikidata.org/entity/Q92697606 conf/embc/2019 db/conf/embc/embc2019.html#ZhangW19 Cunle Qian Xuyun Sun Zaiyue Yang Gang Pan 0001 Yiwen Wang 0002 A K-Medoids based Point-Process Modeling on Neural Spike Transformation using Binless Kernel. 4387-4390 2019 EMBC https://doi.org/10.1109/EMBC.2019.8856479 https://www.wikidata.org/entity/Q92698567 conf/embc/2019 db/conf/embc/embc2019.html#QianSY0019 Yifan Huang 0001 Xiang Shen Yiwen Wang 0002 Shuhang Chen Xiang Zhang 0025 Time-frequency Relevancy Analysis between Local Field Potentials and Lever Pressing Motion of Rats. 7169-7172 2019 EMBC https://doi.org/10.1109/EMBC.2019.8857640 https://www.wikidata.org/entity/Q92701785 conf/embc/2019 db/conf/embc/embc2019.html#HuangSWCZ19 Xiang Shen Xiang Zhang 0025 Yifan Huang 0001 Shuhang Chen Yiwen Wang 0002 Modelling mPFC Activities in Reinforcement Learning Framework for Brain-Machine Interfaces. 243-246 2019 NER https://doi.org/10.1109/NER.2019.8717162 conf/ner/2019 db/conf/ner/ner2019.html#ShenZHC019 Shuhang Chen Xiang Zhang 0025 Xiang Shen Yifan Huang 0001 Yiwen Wang 0002 Decoding Transition between Kinematics Stages for Brain-Machine Interface. 3592-3597 2019 SMC https://doi.org/10.1109/SMC.2019.8914285 conf/smc/2019 db/conf/smc/smc2019.html#ChenZSHW19

Cunle Qian Xuyun Sun Shaomin Zhang Dong Xing Hongbao Li Xiaoxiang Zheng Gang Pan 0001 Yiwen Wang 0002 Nonlinear Modeling of Neural Interaction for Spike Prediction Using the Staged Point-Process Model. 2018 30 Neural Comput. 12 https://doi.org/10.1162/neco_a_01137 https://www.wikidata.org/entity/Q57472001 db/journals/neco/neco30.html#QianSZXLZPW18

Dong Xing Cunle Qian Hongbao Li Shaomin Zhang Qiaosheng Zhang 0001 Yaoyao Hao Xiaoxiang Zheng Zhaohui Wu 0001 Yiwen Wang 0002 Gang Pan 0001 Predicting Spike Trains from PMd to M1 Using Discrete Time Rescaling Targeted GLM. 194-204 2018 10 IEEE Trans. Cogn. Dev. Syst. 2 https://doi.org/10.1109/TCDS.2017.2707466 db/journals/tamd/tamd10.html#XingQLZZHZWWP18

Zitong Zhang Shuhang Chen Zaiyue Yang Yiwen Wang 0002 Tracking the Time Varying Neural Tuning via Adam on Point Process Observations. 195-198 2018 EMBC https://doi.org/10.1109/EMBC.2018.8512241 https://www.wikidata.org/entity/Q93144979 conf/embc/2018 db/conf/embc/embc2018.html#ZhangCY018 Xiang Zhang 0025 José C. Príncipe Yiwen Wang 0002 Clustering Based Kernel Reinforcement Learning for Neural Adaptation in Brain-Machine Interfaces. 6125-6128 2018 EMBC https://doi.org/10.1109/EMBC.2018.8513597 https://www.wikidata.org/entity/Q93152805 conf/embc/2018 db/conf/embc/embc2018.html#ZhangPW18 Yiwen Wang 0002 Jingchuan Wang Weidong Chen 0001 Grasp Planning Based On Scene Grasp Ability In Unstructured Environment. 1477-1482 2018 ROBIO https://doi.org/10.1109/ROBIO.2018.8665076 conf/robio/2018 db/conf/robio/robio2018.html#0002WC18

Lei Jiang Yun Wang Bangyu Cai Yueming Wang 0001 Yiwen Wang 0002 Spatial-Temporal Feature Analysis on Single-Trial Event Related Potential for Rapid Face Identification. 2017 11 Frontiers Comput. Neurosci. https://doi.org/10.3389/fncom.2017.00106 https://www.wikidata.org/entity/Q47151883 db/journals/ficn/ficn11.html#JiangWCW017 106

Fang Wang Yiwen Wang 0002 Kai Xu Hongbao Li Yuxi Liao Qiaosheng Zhang 0001 Shaomin Zhang Xiaoxiang Zheng José C. Príncipe Quantized Attention-Gated Kernel Reinforcement Learning for Brain-Machine Interface Decoding. 873-886 2017 28 IEEE Trans. Neural Networks Learn. Syst. 4 https://doi.org/10.1109/TNNLS.2015.2493079 https://www.wikidata.org/entity/Q47343431 db/journals/tnn/tnn28.html#WangWXLLZZZP17

Junjun Chen Kai Xu Zaiyue Yang Yiwen Wang 0002 Detecting abrupt change in neuronal tuning via adaptive point process estimation. 4395-4398 2017 EMBC https://doi.org/10.1109/EMBC.2017.8037830 https://www.wikidata.org/entity/Q47633730 conf/embc/2017 db/conf/embc/embc2017.html#ChenXY017

Yiwen Wang 0002 Xiwei She Yuxi Liao Hongbao Li Qiaosheng Zhang 0001 Shaomin Zhang Xiaoxiang Zheng José C. Príncipe Tracking Neural Modulation Depth by Dual Sequential Monte Carlo Estimation on Point Processes for Brain-Machine Interfaces. 1728-1741 2016 63 IEEE Trans. Biomed. Eng. 8 https://doi.org/10.1109/TBME.2015.2500585 https://www.wikidata.org/entity/Q40302167 db/journals/tbe/tbe63.html#WangSLLZZZP16

Hongbao Li Fang Wang Qiaosheng Zhang 0001 Shaomin Zhang Yiwen Wang 0002 Xiaoxiang Zheng José C. Príncipe Maximum correntropy based attention-gated reinforcement learning designed for brain machine interface. 3056-3059 2016 EMBC https://doi.org/10.1109/EMBC.2016.7591374 https://www.wikidata.org/entity/Q38923730 conf/embc/2016 db/conf/embc/embc2016.html#LiWZZWZP16

Yueming Wang 0001 Yu Qi Junming Zhu Jian-Min Zhang Yiwen Wang 0002 Xiaoxiang Zheng Zhaohui Wu 0001 A Cauchy-Based State-Space Model for Seizure Detection in EEG Monitoring Systems. 6-12 2015 30 IEEE Intell. Syst. 1 https://doi.org/10.1109/MIS.2014.36 http://doi.ieeecomputersociety.org/10.1109/MIS.2014.36 db/journals/expert/expert30.html#WangQZZWZW15

Yiwen Wang 0002 Lei Jiang Yun Wang Bangyu Cai Yueming Wang 0001 Weidong Chen 0002 Sanyuan Zhang Xiaoxiang Zheng An Iterative Approach for EEG-Based Rapid Face Search: A Refined Retrieval by Brain Computer Interfaces. 211-222 2015 7 IEEE Trans. Auton. Ment. Dev. 3 https://doi.org/10.1109/TAMD.2015.2446499 db/journals/tamd/tamd7.html#WangJWCWCZZ15

Hongbao Li Yuxi Liao Yiwen Wang 0002 Qiaosheng Zhang 0001 Shaomin Zhang Xiaoxiang Zheng Prediction of switching time between movement preparation and execution by neural activity in monkey premotor cortex. 2612-2615 2015 EMBC https://doi.org/10.1109/EMBC.2015.7318927 https://www.wikidata.org/entity/Q49040707 conf/embc/2015 db/conf/embc/embc2015.html#LiLWZZZ15 Guanghao Sun Lichao Wang Qiaosheng Zhang 0001 Yiwen Wang 0002 Kedi Xu 0001 Shaomin Zhang Xiaoxiang Zheng Dorsal premotor cortex of the macaque monkey participate grasp planning. 66-69 2015 NER https://doi.org/10.1109/NER.2015.7146561 conf/ner/2015 db/conf/ner/ner2015.html#SunWZWXZZ15 Lei Jiang Yun Wang Bangyu Cai Yiwen Wang 0002 Weidong Chen 0002 Xiaoxiang Zheng Rapid face recognition based on single-trial event-related potential detection over multiple brains. 106-109 2015 NER https://doi.org/10.1109/NER.2015.7146571 conf/ner/2015 db/conf/ner/ner2015.html#JiangWCWCZ15 Yun Wang Lei Jiang Bangyu Cai Yiwen Wang 0002 Shaomin Zhang Xiaoxiang Zheng A closed-loop system for rapid face retrieval by combining EEG and computer vision. 130-133 2015 NER https://doi.org/10.1109/NER.2015.7146577 conf/ner/2015 db/conf/ner/ner2015.html#WangJCWZZ15 Lichao Wang Guanghao Sun Zhaozhong Gui Yiwen Wang 0002 Shaomin Zhang Xiaoxiang Zheng A reconfigurable general behavior data acquisition system for motor brain machine interface. 134-137 2015 NER https://doi.org/10.1109/NER.2015.7146578 conf/ner/2015 db/conf/ner/ner2015.html#WangSGWZZ15 Yan Cao Fang Wang Qiaosheng Zhang 0001 Kedi Xu 0001 Yiwen Wang 0002 Xiaoxiang Zheng Cortical discrimination of natural vibration stimulation in rats for a BMI task. 608-611 2014 BioCAS https://doi.org/10.1109/BioCAS.2014.6981799 conf/biocas/2014 db/conf/biocas/biocas2014.html#CaoWZXWZ14 Yuxi Liao Hongbao Li Qiaosheng Zhang 0001 Gong Fan Yiwen Wang 0002 Xiaoxiang Zheng Decoding the non-stationary neuron spike trains by dual Monte Carlo point process estimation in motor Brain Machine Interfaces. 6513-6516 2014 EMBC https://doi.org/10.1109/EMBC.2014.6945120 https://www.wikidata.org/entity/Q41604868 conf/embc/2014 db/conf/embc/embc2014.html#LiaoLZF0Z14 Luoqing Zhou Yu Qi Yueming Wang 0001 Gang Pan 0001 Yiwen Wang 0002 Xiaoxiang Zheng Zhaohui Wu 0001 Decoding motor cortical activities of Monkey: A dataset. 3865-3870 2014 IJCNN https://doi.org/10.1109/IJCNN.2014.6889840 conf/ijcnn/2014 db/conf/ijcnn/ijcnn2014.html#ZhouQWPWZW14 Xiwei She Yuxi Liao Hongbao Li Qiaosheng Zhang 0001 Yiwen Wang 0002 Xiaoxiang Zheng Clustering and observation on neuron tuning property for brain machine interfaces. 1-8 2014 MFI https://doi.org/10.1109/MFI.2014.6997680 conf/mfi/2014 db/conf/mfi/mfi2014.html#SheLLZWZ14

Chang-Hwan Im Lei Ding 0004 Yiwen Wang 0002 Sung-Phil Kim Computational Methods in Neuroengineering. 2013 2013 Comput. Math. Methods Medicine https://doi.org/10.1155/2013/617347 https://www.wikidata.org/entity/Q43089144 db/journals/cmmm/cmmm2013.html#ImDWK13 617347:1-617347:2

Yan Cao Yaoyao Hao Yuxi Liao Kai Xu Yiwen Wang 0002 Shaomin Zhang Qiaosheng Zhang 0001 Weidong Chen 0002 Xiaoxiang Zheng Information Analysis on Neural Tuning in Dorsal Premotor Cortex for Reaching and Grasping. 2013 2013 Comput. Math. Methods Medicine https://doi.org/10.1155/2013/730374 https://www.wikidata.org/entity/Q36918332 db/journals/cmmm/cmmm2013.html#CaoHLXWZZCZ13 730374:1-730374:9

Xinxin Lou Siyuan Xiao Yu Qi Xiaoling Hu 0003 Yiwen Wang 0002 Xiaoxiang Zheng Corticomuscular Coherence Analysis on Hand Movement Distinction for Active Rehabilitation. 2013 2013 Comput. Math. Methods Medicine https://doi.org/10.1155/2013/908591 https://www.wikidata.org/entity/Q36837772 db/journals/cmmm/cmmm2013.html#LouXQHWZ13 908591:1-908591:10

Zaiyue Yang Yiwen Wang 0002 Youxian Sun Universal stabilisation design for uncertain nonlinear system with sign-switching unknown control direction. 172-182 2013 86 Int. J. Control 1 https://doi.org/10.1080/00207179.2012.721566 db/journals/ijcon/ijcon86.html#YangWS13

Lei Jiang Bangyu Cai Siyuan Xiao Yiwen Wang 0002 Weidong Chen 0002 Xiaoxiang Zheng Semantic-based sound retrieval by ERP in rapid serial auditory presentation paradigm. 2788-2791 2013 EMBC https://doi.org/10.1109/EMBC.2013.6610119 https://www.wikidata.org/entity/Q38443245 conf/embc/2013 db/conf/embc/embc2013.html#JiangCX00Z13 Siyuan Xiao Bangyu Cai Lei Jiang Yiwen Wang 0002 Weidong Chen 0002 Xiaoxiang Zheng ERP component analysis for rapid image searching in finer categories. 3089-3092 2013 EMBC https://doi.org/10.1109/EMBC.2013.6610194 https://www.wikidata.org/entity/Q43733189 conf/embc/2013 db/conf/embc/embc2013.html#XiaoCJW0Z13 Xi Chen Yuxi Liao Yiwen Wang 0002 Shaomin Zhang Qiaosheng Zhang 0001 Xiaoxiang Zheng A Shared Control Policy for Center-Out Movement Decoding in Motor Brain-Machine Interface. 345-348 2013 ICONS https://doi.org/10.3182/20130902-3-CN-3020.00132 conf/iconas/2013 db/conf/iconas/iconas2013.html#ChenLWZZZ13

Bian Wu Fan Yang Ji-cai Zhang Yiwen Wang 0002 Xiaoxiang Zheng Weidong Chen 0002 A frequency-temporal-spatial method for motor-related electroencephalography pattern recognition by comprehensive feature optimization. 353-363 2012 42 Comput. Biol. Medicine 4 https://doi.org/10.1016/j.compbiomed.2011.11.014 https://www.wikidata.org/entity/Q48652317 db/journals/cbm/cbm42.html#WuYZWZC12

Yuxi Liao Yiwen Wang 0002 Xiaoxiang Zheng José C. Príncipe Mutual information analysis on non-stationary neuron importance for brain machine interfaces. 2748-2751 2012 EMBC https://doi.org/10.1109/EMBC.2012.6346533 https://www.wikidata.org/entity/Q47257470 conf/embc/2012 db/conf/embc/embc2012.html#Liao0ZP12

Shaomin Zhang Yuxi Liao Xiaoxiang Zheng Weidong Chen 0002 Yiwen Wang 0002 Decoding the nonstationary neural activity in motor cortex for brain machine interfaces. 158-164 2011 21 Int. J. Imaging Syst. Technol. 2 https://doi.org/10.1002/ima.20281 db/journals/imst/imst21.html#ZhangLZCW11

Zaiyue Yang Che Wai Chan Yiwen Wang 0002 A High-Accuracy Detection and Estimation Method of Intermodulated Sinusoids. 2477-2484 2011 58-I IEEE Trans. Circuits Syst. I Regul. Pap. 10 https://doi.org/10.1109/TCSI.2011.2142870 db/journals/tcas/tcasI58.html#YangCW11

Kai Xu Yueming Wang 0001 Shaomin Zhang Ting Zhao Yiwen Wang 0002 Weidong Chen 0002 Xiaoxiang Zheng Comparisons between linear and nonlinear methods for decoding motor cortical activities of monkey. 4207-4210 2011 EMBC https://doi.org/10.1109/IEMBS.2011.6091044 https://www.wikidata.org/entity/Q45004076 conf/embc/2011 db/conf/embc/embc2011.html#XuWZZ00Z11 Dong Wang Yaoyao Hao Xiaoping Zhu Ting Zhao Yiwen Wang 0002 Yaowu Chen Weidong Chen 0002 Xiaoxiang Zheng FPGA implementation of hardware processing modules as coprocessors in brain-machine interfaces. 4613-4616 2011 EMBC https://doi.org/10.1109/IEMBS.2011.6091142 https://www.wikidata.org/entity/Q47331219 conf/embc/2011 db/conf/embc/embc2011.html#WangHZZ0CCZ11

Zaiyue Yang Sheung Chi Phillip Yam L. K. Li Yiwen Wang 0002 Universal Repetitive Learning Control for Nonparametric Uncertainty and Unknown State-Dependent Control Direction Matrix. 1710-1715 2010 55 IEEE Trans. Autom. Control. 7 https://doi.org/10.1109/TAC.2010.2046935 db/journals/tac/tac55.html#YangYLW10

Yiwen Wang 0002 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. 2894-2930 2009 21 Neural Comput. 10 https://doi.org/10.1162/neco.2009.01-08-699 https://www.wikidata.org/entity/Q47179069 db/journals/neco/neco21.html#WangPPS09

Yiwen Wang 0002 José C. Príncipe Justin C. Sanchez Ascertaining neuron importance by information theoretical analysis in motor Brain-Machine Interfaces. 781-790 2009 22 Neural Networks 5-6 https://doi.org/10.1016/j.neunet.2009.06.007 https://www.wikidata.org/entity/Q47176582 db/journals/nn/nn22.html#WangPS09

Weifeng Liu 0016 Il Park 0002 Yiwen Wang 0002 José C. Príncipe Extended kernel recursive least squares algorithm. 3801-3814 2009 57 IEEE Trans. Signal Process. 10 https://doi.org/10.1109/TSP.2009.2022007 db/journals/tsp/tsp57.html#LiuPWP09

Zaiyue Yang Che Wai Chan Yiwen Wang 0002 On retrieval of intermodulated sinusoids. 7273-7278 2009 CDC https://doi.org/10.1109/CDC.2009.5400167 conf/cdc/2009 db/conf/cdc/cdc2009.html#YangCW09 Yiwen Wang 0002 Justin C. Sanchez José Carlos Príncipe Selecting neural subsets for kinematics decoding by information theoretical analysis in motor Brain Machine Interfaces. 3275-3280 2009 IJCNN https://doi.org/10.1109/IJCNN.2009.5178809 https://doi.ieeecomputersociety.org/10.1109/IJCNN.2009.5178809 conf/ijcnn/2009 db/conf/ijcnn/ijcnn2009.html#WangSP09 Yiwen Wang 0002 António R. C. Paiva José C. Príncipe Justin C. Sanchez A Monte Carlo Sequential Estimation of Point Process Optimum Filtering for Brain Machine Interfaces. 2250-2255 2007 IJCNN https://doi.org/10.1109/IJCNN.2007.4371308 conf/ijcnn/2007 db/conf/ijcnn/ijcnn2007.html#WangPPS07 Yiwen Wang 0002 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. 6185-6188 2006 EMBC https://doi.org/10.1109/IEMBS.2006.260516 https://www.wikidata.org/entity/Q50883377 conf/embc/2006 db/conf/embc/embc2006.html#WangSPMG06 Yiwen Wang 0002 António R. C. Paiva José C. Príncipe A Monte Carlo Sequential Estimation for Point Process Optimum Filtering. 1846-1850 2006 IJCNN https://doi.org/10.1109/IJCNN.2006.246904 conf/ijcnn/2006 db/conf/ijcnn/ijcnn2006.html#WangPP06 Yiwen Wang 0002 Sung-Phil Kim José C. Príncipe Comparison of TDNN training algorithms in brain machine interfaces. 2459-2462 2005 IJCNN https://doi.org/10.1109/IJCNN.2005.1556288 conf/ijcnn/2005 db/conf/ijcnn/ijcnn2005.html#WangKP05 streams/conf/ijcnn Bangyu Cai Sentao Cai Yan Cao Che Wai Chan Junjun Chen Shuhang Chen Weidong Chen 0001 Weidong Chen 0002 Xi Chen Yaowu Chen Yujun Chen Lei Ding 0004 Gong Fan Dario Farina Zhaozhong Gui Aysegul Gunduz Yaoyao Hao Keum Shik HongKeum-Shik Hong Xiaoling Hu 0003 Yifan Huang 0001 Chang-Hwan Im Lei Jiang Sung-Phil Kim Han-Xiong Li Hongbao Li L. K. Li Mingdong Li Weihan Li Zhifu Li Yuxi Liao Kai Liu Weifeng Liu 0016 Xi Liu 0006 Yiming Liu Xinxin Lou Jeremiah D. Mitzelfelt António R. C. Paiva Gang Pan 0001 Il Park 0002 José C. PríncipeJosé Carlos Príncipe Yu Qi Cunle Qian Justin C. Sanchez Xiwei She Xiang Shen Zhiwei Song Guanghao Sun Xuyun Sun Youxian Sun Jieyuan Tan Dong Wang Fang Wang Jingchuan Wang Lichao Wang Mingyi Wang Yueming Wang 0001 Yun Wang Ziyi Wang Bian Wu Shenghui Wu Zhaohui Wu 0001 Siyuan Xiao Dong Xing Kai Xu Kedi Xu 0001 Sheung Chi Phillip Yam Fan Yang Zaiyue Yang Ji-cai Zhang Jian-Min Zhang Qiaosheng Zhang 0001 Sanyuan Zhang Shaomin Zhang Xiang Zhang 0025 Zitong Zhang Ting Zhao Zhijia Zhao 0002 Xiaoxiang Zheng Luoqing Zhou Junming Zhu Xiaoping Zhu