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Yiwen Wang, Ph.D. - Publications

Affiliations: 
2004-2008 Electrical and Computer Engineering University of Florida, Gainesville, Gainesville, FL, United States 
 2008-2010 Electronic and Computer Engineering Hong Kong Univ. of Sci. & Technology 
 2010-2016 Qiushi Academy of Advanced Study Zhejiang University, Hangzhou Shi, Zhejiang Sheng, China 
 2017- Electronic and Computer Engineering Hong Kong Univ. of Sci. & Technology 
Area:
Electronics and Electrical Engineering, Biomedical Engineering
Website:
https://ece.ust.hk/eewangyw
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31 high-probability publications. We are testing a new system for linking publications to authors. You can help! If you notice any inaccuracies, please sign in and mark papers as correct or incorrect matches. If you identify any major omissions or other inaccuracies in the publication list, please let us know.

Year Citation  Score
2019 Zhang X, Libedinsky C, So R, Principe JC, Wang Y. Clustering Neural Patterns in Kernel Reinforcement Learning Assists Fast Brain Control in Brain-Machine Interfaces. Ieee Transactions On Neural Systems and Rehabilitation Engineering : a Publication of the Ieee Engineering in Medicine and Biology Society. PMID 31403433 DOI: 10.1109/Tnsre.2019.2934176  0.427
2018 Zhang X, Principe JC, Wang Y. Clustering Based Kernel Reinforcement Learning for Neural Adaptation in Brain-Machine Interfaces. Conference Proceedings : ... Annual International Conference of the Ieee Engineering in Medicine and Biology Society. Ieee Engineering in Medicine and Biology Society. Annual Conference. 2018: 6125-6128. PMID 30441732 DOI: 10.1109/EMBC.2018.8513597  0.438
2018 Qian C, Sun X, Zhang S, Xing D, Li H, Zheng X, Pan G, Wang Y. Nonlinear Modeling of Neural Interaction for Spike Prediction Using the Staged Point-Process Model. Neural Computation. 1-38. PMID 30314427 DOI: 10.1162/Neco_A_01137  0.709
2018 Xing D, Qian C, Li H, Zhang S, Zhang Q, Hao Y, Zheng X, Wu Z, Wang Y, Pan G. Predicting Spike Trains from PMd to M1 Using Discrete Time Rescaling Targeted GLM Ieee Transactions On Cognitive and Developmental Systems. 10: 194-204. DOI: 10.1109/Tcds.2017.2707466  0.704
2017 Jiang L, Wang Y, Cai B, Wang Y, Wang Y. Spatial-Temporal Feature Analysis on Single-Trial Event Related Potential for Rapid Face Identification. Frontiers in Computational Neuroscience. 11: 106. PMID 29230171 DOI: 10.3389/Fncom.2017.00106  0.316
2017 Li H, Hao Y, Zhang S, Wang Y, Chen W, Zheng X. Prior Knowledge of Target Direction and Intended Movement Selection Improves Indirect Reaching Movement Decoding. Behavioural Neurology. 2017: 2182843. PMID 28490836 DOI: 10.1155/2017/2182843  0.71
2016 Li H, Wang F, Zhang Q, Zhang S, Wang Y, Zheng X, Principe JC, Hongbao Li, Fang Wang, Qiaosheng Zhang, Shaomin Zhang, Yiwen Wang, Xiaoxiang Zheng, Principe JC, Wang Y, et al. Maximum correntropy based attention-gated reinforcement learning designed for brain machine interface. Conference Proceedings : ... Annual International Conference of the Ieee Engineering in Medicine and Biology Society. Ieee Engineering in Medicine and Biology Society. Annual Conference. 2016: 3056-3059. PMID 28227163 DOI: 10.1109/EMBC.2016.7591374  0.75
2015 Li H, Liao Y, Wang Y, Zhang Q, Zhang S, Zheng X. Prediction of switching time between movement preparation and execution by neural activity in monkey premotor cortex. Conference Proceedings : ... Annual International Conference of the Ieee Engineering in Medicine and Biology Society. Ieee Engineering in Medicine and Biology Society. Annual Conference. 2015: 2612-5. PMID 26736827 DOI: 10.1109/EMBC.2015.7318927  0.777
2015 Wang F, Wang Y, Xu K, Li H, Liao Y, Zhang Q, Zhang S, Zheng X, Principe JC. Quantized Attention-Gated Kernel Reinforcement Learning for Brain-Machine Interface Decoding. Ieee Transactions On Neural Networks and Learning Systems. PMID 26625423 DOI: 10.1109/Tnnls.2015.2493079  0.787
2015 Wang Y, She X, Liao Y, Li H, Zhang Q, Zhang S, Zheng X, Principe J. Tracking Neural Modulation Depth by Dual Sequential Monte Carlo Estimation on Point Processes for Brain Machine Interfaces. Ieee Transactions On Bio-Medical Engineering. PMID 26584486 DOI: 10.1109/Tbme.2015.2500585  0.794
2015 Liao Y, She X, Wang Y, Zhang S, Zhang Q, Zheng X, Principe JC. Monte Carlo point process estimation of electromyographic envelopes from motor cortical spikes for brain-machine interfaces. Journal of Neural Engineering. 12: 066014. PMID 26468607 DOI: 10.1088/1741-2560/12/6/066014  0.791
2015 Wang Y, Wang F, Xu K, Zhang Q, Zhang S, Zheng X. Neural Control of a Tracking Task via Attention-Gated Reinforcement Learning for Brain-Machine Interfaces. Ieee Transactions On Neural Systems and Rehabilitation Engineering : a Publication of the Ieee Engineering in Medicine and Biology Society. 23: 458-67. PMID 25073173 DOI: 10.1109/Tnsre.2014.2341275  0.588
2014 Hu X, Wang Y, Zhao T, Gunduz A. Neural computation for rehabilitation. Biomed Research International. 2014: 603985. PMID 25610868 DOI: 10.1155/2014/603985  0.532
2014 Liao Y, Li H, Zhang Q, Fan G, Wang Y, Zheng X. Decoding the non-stationary neuron spike trains by dual Monte Carlo point process estimation in motor Brain Machine Interfaces. Conference Proceedings : ... Annual International Conference of the Ieee Engineering in Medicine and Biology Society. Ieee Engineering in Medicine and Biology Society. Annual Conference. 2014: 6513-6. PMID 25571488 DOI: 10.1109/EMBC.2014.6945120  0.795
2014 Hu X, Wang Y, Zhao T, Gunduz A. Neural coding for effective rehabilitation. Biomed Research International. 2014: 286505. PMID 25258708 DOI: 10.1155/2014/286505  0.5
2014 Xu K, Wang Y, Wang F, Liao Y, Zhang Q, Li H, Zheng X. Neural decoding using a parallel sequential Monte Carlo method on point processes with ensemble effect. Biomed Research International. 2014: 685492. PMID 24949462 DOI: 10.1155/2014/685492  0.79
2014 She X, Liao Y, Li H, Zhang Q, Wang Y, Zheng X. Clustering and observation on neuron tuning property for brain machine interfaces Processing of 2014 International Conference On Multisensor Fusion and Information Integration For Intelligent Systems, Mfi 2014. DOI: 10.1109/MFI.2014.6997680  0.69
2013 Im CH, Ding L, Wang Y, Kim SP. Computational methods in neuroengineering. Computational and Mathematical Methods in Medicine. 2013: 617347. PMID 23935703 DOI: 10.1155/2013/617347  0.59
2013 Cao Y, Hao Y, Liao Y, Xu K, Wang Y, Zhang S, Zhang Q, Chen W, Zheng X. Information analysis on neural tuning in dorsal premotor cortex for reaching and grasping. Computational and Mathematical Methods in Medicine. 2013: 730374. PMID 23781275 DOI: 10.1155/2013/730374  0.775
2013 Xu K, Wang Y, Wang Y, Wang F, Hao Y, Zhang S, Zhang Q, Chen W, Zheng X. Local-learning-based neuron selection for grasping gesture prediction in motor brain machine interfaces. Journal of Neural Engineering. 10: 026008. PMID 23428877 DOI: 10.1088/1741-2560/10/2/026008  0.6
2012 Liao Y, Wang Y, Zheng X, Principe JC. Mutual information analysis on non-stationary neuron importance for brain machine interfaces. Conference Proceedings : ... Annual International Conference of the Ieee Engineering in Medicine and Biology Society. Ieee Engineering in Medicine and Biology Society. Annual Conference. 2012: 2748-51. PMID 23366494 DOI: 10.1109/EMBC.2012.6346533  0.788
2011 Zhang S, Liao Y, Zheng X, Chen W, Wang Y. Decoding the nonstationary neural activity in motor cortex for brain machine interfaces International Journal of Imaging Systems and Technology. 21: 158-164. DOI: 10.1002/Ima.20281  0.775
2010 Wang Y, Principe JC. Instantaneous estimation of motor cortical neural encoding for online brain-machine interfaces. Journal of Neural Engineering. 7: 056010. PMID 20841635 DOI: 10.1088/1741-2560/7/5/056010  0.437
2009 Wang Y, Principe JC, Sanchez JC. Ascertaining neuron importance by information theoretical analysis in motor Brain-Machine Interfaces. Neural Networks : the Official Journal of the International Neural Network Society. 22: 781-90. PMID 19615852 DOI: 10.1016/J.Neunet.2009.06.007  0.577
2009 Wang Y, Paiva AR, Príncipe JC, Sanchez JC. Sequential Monte Carlo point-process estimation of kinematics from neural spiking activity for brain-machine interfaces. Neural Computation. 21: 2894-930. PMID 19548797 DOI: 10.1162/Neco.2009.01-08-699  0.736
2009 Liu W, Park I, Wang Y, Principe JC. Extended Kernel Recursive Least Squares Algorithm Ieee Transactions On Signal Processing. 57: 3801-3814. DOI: 10.1109/Tsp.2009.2022007  0.721
2009 Wang Y, Sanchez JC, Principe JC. Selecting neural subsets for kinematics decoding by information theoretical analysis in motor Brain Machine Interfaces Proceedings of the International Joint Conference On Neural Networks. 3275-3280. DOI: 10.1109/IJCNN.2009.5178809  0.535
2008 Wang Y, Principe JC. Tracking the non-stationary neuron tuning by dual Kalman filter for brain machine interfaces decoding. Conference Proceedings : ... Annual International Conference of the Ieee Engineering in Medicine and Biology Society. Ieee Engineering in Medicine and Biology Society. Annual Conference. 2008: 1720-3. PMID 19163011 DOI: 10.1109/IEMBS.2008.4649508  0.435
2008 Wang Y, Principe JC. A synthetic averaging method on point process for motor brain machine interfaces Proceedings of the 2008 Ieee Workshop On Machine Learning For Signal Processing, Mlsp 2008. 79-84. DOI: 10.1109/MLSP.2008.4685459  0.41
2006 Wang Y, Sanchez JC, Principe JC, Mitzelfelt JD, Gunduz A. Analysis of the correlation between local field potentials and neuronal firing rate in the motor cortex. Conference Proceedings : ... Annual International Conference of the Ieee Engineering in Medicine and Biology Society. Ieee Engineering in Medicine and Biology Society. Annual Conference. 1: 6185-8. PMID 17946745 DOI: 10.1109/IEMBS.2006.260516  0.679
2005 Wang Y, Kim SP, Principe JC. Comparison of TDNN training algorithms in brain machine interfaces Proceedings of the International Joint Conference On Neural Networks. 4: 2459-2462. DOI: 10.1109/IJCNN.2005.1556288  0.423
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