Yiwen WANG
王怡雯
PhD in Electrical and Computer Engineering
The University of Florida, 2008

Assistant Professor
Department of Electronic and Computer Engineering
Department of Chemical and Biological Engineering



(852) 2358 7053
eewangyw@ust.hk
Room 2444
Personal Web

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Google Scholar
co625jEAAAAJ

ORCID
0000-0002-1878-6182

ResearcherID
M-1216-2015

Scopus ID
7601489962




Research Interest Publications Projects Teaching Assignment RPG Supervision Space used




Research Interest

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Brain machine interfaces
Adaptive signal processing
Computational neuroscience
Neuromorphic engineering



Publications

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All Years 99 2022 0 2021 5 2020 8 2019 9 2018 5 2017 4 2016 68

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2021 5

A Nonlinear Maximum Correntropy Information Filter for High-Dimensional Neural Decoding
Entropy, v. 23, (6), June 2021, article number 743
Liu, Xi; Chen, Shuhang; Shen, Xiang; Zhang, Xiang; Wang, Yiwen Article
Hierarchical Dynamical Model for Multiple Cortical Neural Decoding
Neural Computation, v. 33, (5), May 2021, p. 1372-1401
Liu, Xi; Shen, Xiang; Chen, Shuhang; Zhang, Xiang; Huang, Yifan; Wang, Yueming; Wang, Yiwen Article
Reinforcement Learning in Reproducing Kernel Hilbert Spaces: Enabling Continuous Brain?Machine Interface Adaptation
IEEE Signal Processing Magazine, v. 38, (4), July 2021, article number 9467385, p. 34-45
Wang, Yiwen; Principe, Jose C. Article
Robust Neural Decoding by Kernel Regression with Siamese Representation Learning
Journal of Neural Engineering, v. 18, (5), October 2021, article number 056062
Li, Yangang; Qi, Yu; Wang, Yiwen; Wang, Yueming; Xu, Kedi; Pan, Gang Article
Tracking Fast Neural Adaptation by Globally Adaptive Point Process Estimation for Brain-Machine Interface
IEEE Transactions on Neural Systems and Rehabilitation Engineering, v. 29, August 2021, p. 1690-1700
Chen, Shuhang; Zhang, Xiang; Shen, Xiang; Huang, Yifan; Wang, Yiwen Article

2020 8

Binless Kernel Machine: Modeling Spike Train Transformation for Cognitive Neural Prostheses
Neural Computation, v. 32, (10), 1 October 2020, p. 1863-1900
Qian, Cunle; Sun, Xuyun; Wang, Yueming; Zheng, Xiaoxiang; Wang, Yiwen; Pan, Gang Article
Task Learning over Multi-Day Recording via Internally Rewarded Reinforcement Learning based Brain Machine Interfaces
IEEE Transactions on Neural Systems and Rehabilitation Engineering, v. 28, (12), December 2020, article number 9269471, p. 3089-3099
Shen, Xiang; Zhang, Xiang; Huang, Yifan; Chen, Shuhang; Wang, Yiwen Article
Covariant Cluster Transfer for Kernel Reinforcement Learning in Brain-Machine Interface
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS, v. 2020-July, July 2020, article number 9175985, p. 3086-3089
Zhang, Xiang; Wang, Yiwen Conference paper
Decoding Reward Information from Local Field Potential and Spikes in Medial Prefrontal Cortex of Rats
IEEE Transactions on Systems, Man, and Cybernetics: Systems, v. 2020-October, October 2020, article number 9283456, p. 1015-1020
Huang, Yifan; Shen, Xiang; Zhang, Xiang; Chen, Shuhang; Wang, Yiwen Conference paper
Estimating Neural Modulation via Adaptive Point Process Method in Brain-machine Interface
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS, v. 2020-July, July 2020, article number 9175240, p. 3078-3081
Chen, Shuhang; Zhang, Xiang; Shen, Xiang; Huang, Yifan; Wang, Yiwen Conference paper
Investigating Co-Activation between Medial Prefrontal and Primary Motor Cortical Spike Trains during Task Learning
IEEE Transactions on Systems, Man, and Cybernetics: Systems, v. 2020-October, October 2020, article number 9283121, p. 1269-1274
Wu, Shenghui; Qian, Cunle; Shen, Xiang; Zhang, Xiang; Huang, Yifan; Chen, Shuhang; Wang, Yiwen Conference paper
Multi-objective magnitude-based pruning for latency-aware deep neural network compression
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v. 12269, 2020, p. 470-483
Hong, Wenjing; Yang, Peng; Wang, Yiwen; Tang, Ke Conference paper
Reinforcement Learning based Decoding Using Internal Reward for Time Delayed Task in Brain Machine Interfaces
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS, v. 2020-July, July 2020, article number 9175964, p. 3351-3354
Shen, Xiang; Zhang, Xiang; Huang, Yifan; Chen, Shuhang; Wang, Yiwen Conference paper

2019 9

A Convolutional Neural Network for the Detection of Asynchronous Steady State Motion Visual Evoked Potential
IEEE Transactions on Neural Systems and Rehabilitation Engineering, v. 27, (6), June 2019, article number 8708243, p. 1303-1311
Zhang, Xin; Xu, Guanghua; Mou, Xiang; Ravi, Aravind; Li, Min; Wang, Yiwen; Jiang, Ning Article
Clustering Neural Patterns in Kernel Reinforcement Learning Assists Fast Brain Control in Brain-Machine Interfaces
IEEE Transactions on Neural Systems and Rehabilitation Engineering, v. 27, (9), September 2019, p. 1684-1694
Zhang, Xiang; Libedinsky, Camilo; So, Rosa; Principe, Jose C.; Wang, Yiwen Article
Epileptic Focus Localization via Brain Network Analysis on Riemannian Manifolds
IEEE Transactions on Neural Systems and Rehabilitation Engineering : a publication of the IEEE Engineering in Medicine and Biology Society, v. 27, (10), October 2019, p. 1942-1951
Qi, Yu; Lin, Kang; Wang, Yueming; Ren, Feixiao; Lian, Qi; Wang, Shuang; Jiang, Hongjie; Zhu, Junming; Wang, Yiwen; Wu, Zhaohui; Pan, Gang Article
Spatial-Temporal Discriminative Restricted Boltzmann Machine for Event-Related Potential Detection and Analysis
IEEE Transactions on Neural Systems and Rehabilitation Engineering, v. 27, (2), February 2019, article number 8611394, p. 139-151
Li, Jingcong; Yu, Zhu Liang; Gu, Zhenghui; Tan, Mingkui; Wang, Yiwen; Li, Yuanqing Article
A K-Medoids based Point-Process Modeling on Neural Spike Transformation using Binless Kernel
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS, July 2019, article number 8856479, p. 4387-4390
Qian, Cunle; Sun, Xuyun; Yang, Zaiyue; Pan, Gang; Wang, Yiwen Conference paper
A Weight Transfer Mechanism for Kernel Reinforcement Learning Decoding in Brain-Machine Interfaces
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS, July 2019, article number 8856555, p. 3547-3550
Zhang, Xiang; Wang, Yiwen Conference paper
Decoding transition between kinematics stages for brain-machine interface
Conference Proceedings of IEEE International Conference on Systems, Man and Cybernetics, October 2019, article number 8914285, p. 3592-3597
Chen, Shuhang; Zhang, Xiang; Shen, Xiang; Huang, Yifan; Wang, Yiwen Conference paper
Modelling mPFC Activities in Reinforcement Learning Framework for Brain-Machine Interfaces
International IEEE/EMBS Conference on Neural Engineering, NER, v. 2019-March, May 2019, article number 8717162, p. 243-246
Shen, Xiang; Zhang, Xiang; Huang, Yifan; Chen, Shuhang; Wang, Yiwen Conference paper
Time-frequency Relevancy Analysis between Local Field Potentials and Lever Pressing Motion of Rats
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS, July 2019, article number 8857640, p. 7169-7172
Huang, Yifan; Shen, Xiang; Wang, Yiwen; Chen, Shuhang; Zhang, Xiang Conference paper

2018 5

Nonlinear modeling of neural interaction for spike prediction using the staged point-process model
Neural Computation, v. 30, (12), 1 December 2018, p. 3189-3226
Qian, Cunle; Sun, Xuyun; Zhang, Shaomin; Xing, Dong; Li, Hongbao; Zheng, Xiaoxiang; Pan, Gang; Wang, Yiwen Article
Predicting Spike Trains from PMd to M1 Using Discrete Time Rescaling Targeted GLM
IEEE Transactions on Cognitive and Developmental Systems, v. 10, (2), June 2018, p. 194-204
Xing, Dong; Qian, Cunle; Li, Hongbao; Zhang, Shaomin; Zhang, Qiaosheng; Hao, Yaoyao; Zheng, Xiaoxiang; Wu, Zhaohui; Wang, Yiwen; Pan, Gang Article
Clustering Based Kernel Reinforcement Learning for Neural Adaptation in Brain-Machine Interfaces
Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), v. 2018, July 2018, p. 6125-6128
Zhang, Xiang; Principe, Jose; Wang, Yiwen Conference paper
Convolutional Neural Network for Target Face Detection using Single-trial EEG Signal
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS, v. 2018-July, 26 October 2018, article number 8512696, p. 2008-2011
Wang, Haofei; Shi, Bertram Emil; Wang, Yiwen Conference paper
Tracking the Time Varying Neural Tuning via Adam on Point Process Observations
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS, v. 2018-July, 26 October 2018, article number 8512241, p. 195-198
Zhang, Zitong; Chen, Shuhang; Yang, Zaiyue; Wang, Yiwen Conference paper

2017 4

Prior Knowledge of Target Direction and Intended Movement Selection Improves Indirect Reaching Movement Decoding
Behavioural Neurology, v. 2017, (2017), article number 2182843
Li, Hongbao; Hao, Yaoyao; Zhang, Shaomin; Wang, Yiwen; Chen, Weidong; Zheng, Xiaoxiang Article
Quantized Attention-Gated Kernel Reinforcement Learning for Brain-Machine Interface Decoding
IEEE Transactions on Neural Networks and Learning Systems, v. 28, (4), April 2017, article number 7335648
Wang, Fang; Wang, Yiwen; Xu, Kai; Li, Hongbao; Liao, Yuxi; Zhang, Qiaosheng; Zhang, Shaomin; Zheng, Xiaoxiang; Principe, Jose Carlos Article
Spatial-Temporal Feature Analysis on Single-Trial Event Related Potential for Rapid Face Identification
Frontiers In Computational Neuroscience, v. 11, November 2017, article number 106
Jiang, Lei; Wang, Yun; Cai, Bangyu; Wang, Yueming; Wang, Yiwen Article
Detecting Abrupt Change in Neuronal Tuning via Adaptive Point Process Estimation
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS, September 2017, article number 8037830, p. 4395-4398
Chen, Junjun; Xu, Kai; Yang, Zaiyue; Wang, Yiwen Conference paper

2016 3

Delving a alpha-stable Distribution in Noise Suppression for Seizure Detection from Scalp EEG
Journal of Neural Engineering, v. 13, (5), August 2016, Article number 056009
Wang, Yueming; Qi, Yu; Wang, Yiwen; Lei, Zhen; Zheng, Xiaoxiang; Pan, Gang Article
Tracking Neural Tuning Plasticity by Dual Sequential Monte Carlo Estimation on Point Processes for Brain Machine Interfaces
IEEE Transactions on Biomedical Engineering, v. 63, (8), August 2016, article number 7328718, p. 1728-1741
Wang, Yiwen; She, Xiwei; Liao, Yuxi; Li, Hongbao; Zhang, Qiaosheng; Zhang, Shaomin; Zheng, Xiaoxiang; Principe, Jose Carlos Article
Maximum Correntropy Based Attention-gated Reinforcement Learning Designed for Brain Machine Interface
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS, v. 2016-October, October 2016, article number 7591374, p. 3056-3059
Li, Hongbao; Wang, Fang; Zhang, Qiaosheng; Zhang, Shaomin; Wang, Yiwen; Zheng, Xiaoxiang; Principe, Jose Carlos Conference paper

2015 9

A Cauchy-based State-space model for Seizure Detection in a EEG Monitoring System
IEEE Intelligent Systems, v. 30, (1), January 2015, article number 6973001, p. 6-12
Wang, Yueming; Qi, Yu; Zhu, Junming; Zhang, Jianmin; Wang, Yiwen; Pan, Gang; Zheng, Xiaoxiang; Wu, Zhaohui Article
An Iterative Approach for EEG based Rapid Face Search: A refined retrieval by Brain-Computer Interface
IEEE Transactions on Autonomous Mental Development, v. 7, (3), September 2015, article number 7126945, p. 211-222
Wang, Yiwen; Jiang, Lei; Wang, Yun; Cai, Bangyu; Wang, Yueming; Chen, Weidong; Zhang, Sanyuan; Zheng, Xiaoxiang Article
Monte Carlo point process estimation of electromyographic envelopes from motor cortical spikes for brain-machine interfaces
Journal of Neural Engineering, v. 12, (6), 2015, article number 066014
Liao, Yuxi; She, Xiwei; Wang, Yiwen; Zhang, Shaomin; Zhang, Qiaosheng; Zheng, Xiaoxiang; Principe, Jose Carlos Article
Neural Control of a Tracking Task via Attention-gated Reinforcement Learning for Brain-Machine Interfaces
IEEE Transactions on Neural Systems and Rehabilitation Engineering, v. 23, (3), May 2015, article number 6863657, p. 458-467
Wang, Yiwen; Wang, Fang; Xu, Kai; Zhang, Qiaosheng; Zhang, Shaomin; Zheng, Xiaoxiang Article
A Closed-loop System for Rapid Face Retrieval by Combining EEG and Computer Vision
2015 7th International IEEE/EMBS Conference on Neural Engineering (NER 2015), Institute of Electrical and Electronics Engineers (IEEE), 2015, p. 130-133
Wang, Yun; Jiang, Lei; Cai, Bangyu; Wang, Yiwen; Zhang, Shaomin; Zheng, Xiaoxiang Conference paper
A Reconfigurable General Behavior Data Acquisition System for Motor Brain Machine Interface
2015 7th International IEEE/EMBS Conference on Neural Engineering (NER 2015), Institute of Electrical and Electronics Engineers (IEEE), 2015, p. 134-137
Wang, Lichao; Sun, Guanghao; Gui, Zhaozhong; Wang, Yiwen; Zhang, Shaomin; Zheng, Xiaoxiang Conference paper
Dorsal Premotor Cortex of the Macaque Monkey Participate Grasp Planning
2015 7th International IEEE/EMBS Conference on Neural Engineering (NER 2015), Institute of Electrical and Electronics Engineers (IEEE), 2015, p. 66-69
Sun, Guanghao; Wang, Lichao; Zhang, Qiaosheng; Wang, Yiwen; Xu, Kedi; Zhang, Shaomin; Zheng, Xiaoxiang Conference paper
Prediction of Switching Time between Movement Preparation and Execution by Neural Activity in Monkey Premotor Cortex
2015 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC 2015), Institute of Electrical and Electronics Engineers (IEEE), 2015, p. 2612-2615
Li, Hongbao; Liao, Yuxi; Wang, Yiwen; Zhang, Qiaosheng; Zhang, Shaomin; Zheng, Xiaoxiang Conference paper
Rapid Face Recognition Based on Single-Trial Event-Related Potential Detection over Multiple Brains
2015 7th International IEEE/EMBS Conference on Neural Engineering (NER 2015), Institute of Electrical and Electronics Engineers (IEEE), 2015, p. 106-109
Jiang, Lei; Wang, Yun; Cai, Bangyu; Wang, Yiwen; Chen, Weidong; Zheng, Xiaoxiang Conference paper

2014 12

A Multi-step Neural Control for Motor Brain-machine Interface by Reinforcement Learning
Applied Mechanics and Materials, v. 461, 2014, p. 565-569
Wang, Fang; Xu, Kai; Zhang, Qiaosheng; Wang, Yiwen; Zheng, Xiaoxiang Article
Distinct Neural Patterns Enable Grasp Types Decoding in Monkey Dorsal Premotor Cortex
Journal of Neural Engineering, v. 11, (6), December 2014, article number 066011
Hao, Yaoyao; Zhang, Qiaosheng; Controzzi, Marco; Cipriani, Christian; Li, Yue; Li, Juncheng; Zhang, Shaomin; Wang, Yiwen; Chen, Weidong; Chiara Carrozza, Maria; Zheng, Xiaoxiang Article
Long-Term Decoding Stability of Local Field Potentials from Silicon Arrays in Primate Motor Cortex During a 2-D Center Out Task
Journal of Neural Engineering, v. 11, (3), 2014, article number 036009
Wang, Dong; Zhang, Qiaosheng; Li, Yue; Wang, Yiwen; Zhu, Junming; Zhang, Shaomin; Zheng, Xiaoxiang Article
Neural Coding for Effective Rehabilitation
BioMed Research International, v. 2014, 2014, article number 286505
Hu, Xiaoling; Wang, Yiwen; Zhao, Ting; Gunduz, Aysegul Necmettin Article
Neural Decoding using a Parallel Sequential Monte Carlo method on Point Processes with Ensemble Effect
BioMed Research International, v. 2014, 2014, article number 685492
Xu, Kai; Wang, Yiwen; Wang, Fang; Liao, Yuxi; Zhang, Qiaosheng; Li, Hongbao; Zheng, Xiaoxiang Article
Robust Stabilization of Nonlinear Systems with Uncertain Varying Control Coefficient
Mathematical Problems in Engineering, v. 2014, 2014, article number 875372
Yang, Zaiyue; Chan, Che Wai; Wang, Yiwen Article
Tracking Time Variant Neuron Tuning Properties of Brain Machine Interfaces
Applied Mechanics and Materials, v. 461, 2014, p. 654-658
Liao, Yuxi; Li, Hongbao; Chen, Xi; Zhang, Qiaosheng; Wang, Yiwen; Zheng, Xiaoxiang Article
Clustering and Observation on Neuron Tuning Property for Brain Machine Interfaces
2014 International Conference on Multisensor Fusion and Information Integration for Intelligent Systems (MFI 2014), Institute of Electrical and Electronics Engineers (IEEE), 2014
She, Xiwei; Liao, Yuxi; Li, Hongbao; Zhang, Qiaosheng; Wang, Yiwen; Zheng, Xiaoxiang Conference paper
Cortical Discrimination of Natural Vibration Stimulation in Rats for a BMI Task
2014 IEEE Biomedical Circuits and Systems Conference (BioCAS 2014), Institute of Electrical and Electronics Engineers (IEEE), 2014
Cao, Yan; Wang, Fang; Zhang, Qiaosheng; Xu, Kedi; Wang, Yiwen; Zheng, Xiaoxiang Conference paper
Decoding Motor Cortical Activities of Monkey: A Dataset
2014 International Joint Conference on Neural Networks (IJCNN 2014), Institute of Electrical and Electronics Engineers (IEEE), 2014, p. 3865-3870
Zhou, Luoqing; Qi, Yu; Wang, Yueming; Pan, Gang; Wang, Yiwen; Zheng, Xiaoxiang; Wu, Zhaohui Conference paper
Decoding the Non-Stationary Neuron Spike Trains by Dual Monte Carlo Point Process Estimation in Motor Brain Machine Interfaces
2014 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC 2014), Institute of Electrical and Electronics Engineers (IEEE), 2014, p. 6513-6516
Liao, Yuxi; Li, Hongbao; Zhang, Qiaosheng; Fan, Gong; Wang, Yiwen; Zheng, Xiaoxiang Conference paper
The Comparison of Long-Term Decoding Performance Between Low and High Frequency Local Field Potentials in Macaque Monkeys
2014 4th IEEE International Conference on Information Science and Technology (ICIST 2014), Institute of Electrical and Electronics Engineers (IEEE), 2014, p. 648-651
Li, Yue; Wang, Dong; Zhang, Qiaosheng; Wang, Yiwen; Zhang, Shaomin; Zheng, Xiaoxiang Conference paper

2013 9

CorticoMuscular Coherence Analysis on Hand Movement Distinction for Active Rehabilitation
Computational and Mathematical Methods in Medicine, 2013, 2013, article number 908591
Lou, Xinxin; Xiao, Siyuan; Qi, Yu; Wang, Yiwen; Hu, Xiaoling; Zheng, Xiaoxiang Article
Decoding Grasp Movement from Monkey Premotor Cortex for Real-time Prosthetic Hand Control
Chinese Science Bulletin, v. 58, (20), July 2013, p. 2512-2520
Hao, Yaoyao; Zhang, Qiaosheng; Zhang, Shaomin; Zhao, Ting; Wang, Yiwen; Chen, Weidong; Zheng, Xiaoxiang Article
Information Analysis on Neural Tuning in Dorsal Premotor Cortex for Reaching and Grasping
Computational and Mathematical Methods in Medicine, v. 2013, 2013, article number 730374
Cao, Yan; Hao, Yaoyao; Liao, Yuxi; Xu, Kai; Wang, Yiwen; Zhang, Shaomin; Zhang, Qiaosheng; Chen, Weidong; Zheng, Xiaoxiang Article
Local-learning-based Neuron Selection for Grasping Gesture Prediction in Motor Brain Machine Interfaces
Journal of Neural Engineering, v. 10, (2), April 2013, article number 026008
Xu, Kai; Wang, Yiwen; Wang, Yueming; Wang, Fang; Hao, Yaoyao; Zhang, Shaomin; Zhang, Qiaosheng; Chen, Weidong; Zheng, Xiaoxiang Article
Universal stabilization design for uncertain nonlinear system with sign-switching unknown control direction
International Journal of Control, v. 86, (1), 2013, p. 172-182
Yang, Zaiyue; Wang, Yiwen; Sun, Youxian Article
A Rapid Face Recognition BCI System using Single-trial ERP
2013 6th International IEEE/EMBS Conference on Neural Engineering (NER 2013), Institute of Electrical and Electronics Engineers (IEEE), 2013, p. 89-92
Cai, Bangyu; Xiao, Siyuan; Jiang, Lei; Wang, Yiwen; Zheng, Xiaoxiang Conference paper
A Shared Control Policy for Center-Out Movement Decoding in Motor Brain-Machine Interface
IFAC Proceedings Volumes, v. 46, (20), 2013, p. 345-348
Chen, Xi; Liao, Yuxi; Wang, Yiwen; Zhang, Shaomin; Zhang, Qiaosheng; Zheng, Xiaoxiang Conference paper
ERP Component Analysis for Rapid Image Searching in Finer Categories
2013 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC 2013), Institute of Electrical and Electronics Engineers (IEEE), 2013, p. 3089-3092
Xiao, Siyuan; Cai, Bangyu; Jiang, Lei; Wang, Yiwen; Chen, Weidong; Zheng, Xiaoxiang Conference paper
Semantic-based Sound Retrieval by ERP in Rapid Serial Auditory Presentation Paradigm
2013 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC 2013), Institute of Electrical and Electronics Engineers (IEEE), 2013, p. 2788-2791
Jiang, Lei; Cai, Bangyu; Xiao, Siyuan; Wang, Yiwen; Chen, Weidong; Zheng, Xiaoxiang Conference paper

2012 3

A frequency-temporal-spatial method for motor-related electroencephalography pattern recognition by comprehensive feature optimization
Computers in Biology and Medicine, v. 42, (4), 2012, April, p. 353-363
Wu, Bian; Yang, Fan; Zhang, Jicai; Wang, Yiwen; Zheng, Xiaoxiang; Chen, Weidong Article
Development of an invasive brain- machine interface with a monkey model
Chinese Science Bulletin, v. 57, (16), 2012, June, p. 2036-2045
Zhang, Qiaosheng; Zhang, Shaomin; Hao, Yaoyao; Zhang, Huaijian; Zhu, Junming; Zhao, Ting; Zhang, Jianmin; Wang, Yiwen; Zheng, Xiaoxiang; Chen, Weidong Article
Mutual Information Analysis on Non-Stationary Neuron Importance for Brain Machine Interfaces
2012 Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC 2012), Institute of Electrical and Electronics Engineers (IEEE), 2012, p. 2748-2751
Liao, Yuxi; Wang, Yiwen; Zheng, Xiaoxiang; Príncipe, Jose Carlos Conference paper

2011 8

A High-accuracy Detection and Estimation Method of Intermodulated Sinusoids
IEEE Transactions on Circuits and Systems I: Regular Papers, v. 58, (10), 2011, Article number 5768045, p. 2477-2484
Yang, Zaiyue; Chan, Che Wai; Wang, Yiwen Article
Decoding the nonstationary neural activity in motor cortex for brain machine interfaces
International Journal of Imaging Systems and Technology, v. 21, (2), 2011, June, p. 158-164
Zhang, Shaomin; Liao, Yuxi; Zheng, Xiaoxiang; Chen, Weidong; Wang, Yiwen Article
Improved Binocular Vergence Control via a Neural Network That Maximizes an Internally Defined Reward
IEEE Transactions on Autonomous Mental Development, v. 3, (3), September 2011, p. 247-256
Wang, Yiwen; Shi, Bertram E. Article
Robust Control for Uncertain Nonlinear Systems with State-dependent Control Direction
International Journal of Robust and Nonlinear Control, v. 21, (1), 10 January 2011, p. 106-118
Yang, Zaiyue; Yam, S.C.P.; Li, Leongkwan; Wang, Yiwen Article
Building Brain Machine Interfaces: From Rat to Monkey
ASCC 2011 - 8th Asian Control Conference - Final Program and Proceedings
Zhang, Qiaosheng; Zhang, Shaomin; Lin, Jiyan; Hao, Yaoyao; Jiang, Bo; Yang, Xin; Li, Yi; Zheng, Nenggan; Wang, Yiwen; Chen, Weidong; Zheng, Xiaoxiang Conference paper
Comparisons Between Linear and Nonlinear Methods for Decoding Motor Cortical Activities of Monkey
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS, 2011, Article number 6091044, p. 4207-4210
Xu, Kai; Wang, Yueming; Zhang, Shaomin; Zhao, Ting; Wang, Yiwen; Chen, Weidong; Zheng, Xiaoxiang Conference paper
FPGA Implementation of Hardware Processing Modules As Coprocessors in Brain-Machine Interfaces
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS, 2011, Article number 6091142, p. 4613-4616
Wang, Dong; Hao, Yaoyao; Zhu, Xiaoping; Zhao, Ting; Wang, Yiwen; Chen, Yaowu; Chen, Weidong; Zheng, Xiaoxiang Conference paper
Time-frequency Optimized Spatial Patterns for Movement-related EEG Decoding
2011 5th International IEEE/EMBS Conference on Neural Engineering, NER 2011, 2011, Article number 5910494, p. 84-87
Wu, Bian; Wang, Yiwen; Chen, Weidong; Zheng, Xiaoxiang Conference paper

2010 3

Autonomous Development of Vergence Control Driven by Disparity Energy Neuron Populations
Neural Computation, v. 22, (3), 2010, Mar, p. 730-751
Wang, Yiwen; Shi, Bertram E. Article
Instantaneous Estimation of Motor Cortical Neural Encoding for online Brain-Machine Interfaces
Journal of Neural Engineering, v. 7, (5), October 2010, Article number 56010
Wang, Yiwen; Principe, Jose Carlos Article
Universal Repetitive Learning Control for Nonparametric Uncertainty and Unknown State-Dependent Control Direction Matrix
IEEE Transactions on Automatic Control, v. 55, (7), 2010, Jul, Article number 5440932, p.1710-1715
Yang, Zaiyue; Yam, S.C.P.; Li, Leongkwan; Wang, Yiwen Article

2009 9

Ascertaining Neuron Importance by Information Theoretical Analysis in Motor Brain-Machine Interfaces
Neural Networks, v. 22, (5-6), 2009, Jul, p. 781-790
Wang, Yiwen; Principe, Jose Carlos; Sanchez, Justin C. Article
Extended Kernel Recursive Least Squares Algorithm
IEEE Transactions on Signal Processing, v. 57, (10), 2009, p. 3801-3814
Liu, Weifeng; Park, Il (Memming); Wang, Yiwen; Principe, Jose Carlos Article
Sequential Monte Carlo Point Process Estimation of Kinematics from Neural Spiking Activity for Brain-Machine Interfaces
Neural Computation, v. 21, (10), 2009, Oct, p.2894-2930
Wang, Yiwen; Paiva, Antonio R C; Principe, Jose Carlos; Sanchez, Justin C. Article
Hebbian Learning of Visually Directed Reaching by a Robot Arm
2009 IEEE Biomedical Circuits and Systems Conference (BioCAS 2009), 2009, Article number 5372049, p. 205-208
Wang, Yiwen; Wu, Tingfan; Orchard, Garrick; Dudek, Piotr; Rucci, Michele; Shi, Bertram E. Conference paper
Maximizing Neural Responses Leads to Sensori-Motor Coordination of Binocular Vergence
2009 IEEE Symposium Computational Intelligence for Multimedia Signal and Vision Processing, CIMSVP 2009 - Proceedings, 2009, Article number 4925642, p. 14-20
Wang, Yiwen; Shi, Bertram E. Conference paper
On Retrieval of Intermodulated Sinusoids
Proceedings of the IEEE Conference on Decision and Control, 2009, Article number 5400167, p. 7273-7278
Yang, Zaiyue; Chan, Che Wai; Wang, Yiwen Conference paper
Point Process Modeling on Decoding and Encoding for Brain Machine Interfaces
Proceedings of 2009 7th Asian Control Conference, ASCC 2009, 2009, Article number 5276155, p. 1000-1005
Wang, Yiwen; Principe, Jose Carlos Conference paper
Robust Control for Uncertain Nonlinear Systems with Unknown and Changing Control Direction
Med: 2009 17th Mediterranean Conference on Control & Automation, v. 1-3, 2009, p. 235-239
Yang, Zaiyue; Yam, S.C.P.; Li, Leongkwan; Wang, Yiwen Conference paper
Selecting Neural Subsets for Kinematics Decoding by Information Theoretical Analysis in Motor Brain Machine Interfaces
Proceedings of the International Joint Conference on Neural Networks, 2009, Article number 5178809, p. 3275-3280
Wang, Yiwen; Sanchez, Justin C.; Principe, Jose Carlos Conference paper

2008 4

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, 2008, Article number 4685459, Pages 79-84
Wang, Yiwen; Principe, Jose Carlos Conference paper
Consistent Detection of Mid-Sagittal Planes for Follow-up MR Brain studies
Progress in Biomedical Optics and Imaging - Proceedings of SPIE, v. 6914, 2008, Article number 691433
Wang, Yiwen; Zhang, Li Conference paper
Point Process Models for Motor BMIs: An Assessment
Engineering in Medicine and Biology Society, 2008. EMBS '08. 30th Annual International Conference of the IEEE, Minisymposia paper, May. 2008
Wang, Yiwen; Principe, Jose Carlos; Sanchez, Justin C. Conference paper
Tracking the Non-Stationary Neuron Tuning by Dual Kalman Filter for Brain Machine Interfaces Decoding
IEEE Engineering in Medicine and Biology Society Conference Proceedings, 2008, Article number 4649508, p. 1720-1723
Wang, Yiwen; Principe, Jose Carlos Conference paper

2007 5

Adaptive Algorithms for the Point Processes
Brain-Machine Interface Engineering / 2007, p.173-196
Wang, Yiwen Book chapter
Foundations of Neuronal representation
Synthesis Lectures on Biomedical Engineering / v. 17, 2007, p. 21-55
Kim, Sung-Phil; Wang, Yiwen Book chapter
Neural Decoding Using Generative BMI Models
Brain-Machine Interface Engineering / 2007, p.141-172
Wang, Yiwen; Darmanjian, Shalom Book chapter
A Monte Carlo Sequential Estimation of Point Process Optimum Filtering for Brain Machine Interfaces
IEEE International Conference on Neural Networks - Conference Proceedings, 2007, Article number 4371308, p. 2250-2255
Wang, Yiwen; Paiva, Antonio R C; Principe, Jose Carlos; Sanchez, Justin C. Conference paper
Information Theoretical Estimators of Tuning Depth and Time Delay for Motor Cortex Neurons
Proceedings of the 3rd International IEEE EMBS Conference on Neural Engineering, 2007, Article number 4227324, p. 502-505
Wang, Yiwen; Sanchez, Justin C.; Principe, Jose Carlos Conference paper

2006 2

A Monte Carlo Sequential Estimation of Point Process Optimum Filtering for Brain Machine Interfaces
Neural Networks, 2006. IJCNN '06. International Joint Conference on July 2006, p.1846 – 1850
Wang, Yiwen; Paiva, Antonio R C; Principe, Jose Carlos Conference paper
Analysis of the Correlation between Local Field Potentials and Neuronal Firing Rate in the Motor Cortex
Annual International Conference of the IEEE Engineering in Medicine and Biology - Proceedings, 2006, Article number 4030125, p. 6185-6188
Wang, Yiwen; Sanchez, Justin C.; Principe, Jose Carlos; Mitzelfelt, Jeremiah D.; Gunduz, Aysegul Necmettin Conference paper

2005 1

Comparison of TDNN Training Algorithms in Brain Machine Interfaces
Proceedings of the International Joint Conference on Neural Networks, v. 4, 2005, Article number 1556288, p. 2459-2462
Wang, Yiwen; Kim, Sung-Phil; Principe, Jose Carlos Conference paper


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Article 5

A Nonlinear Maximum Correntropy Information Filter for High-Dimensional Neural Decoding
Entropy, v. 23, (6), June 2021, article number 743
Liu, Xi; Chen, Shuhang; Shen, Xiang; Zhang, Xiang; Wang, Yiwen
Hierarchical Dynamical Model for Multiple Cortical Neural Decoding
Neural Computation, v. 33, (5), May 2021, p. 1372-1401
Liu, Xi; Shen, Xiang; Chen, Shuhang; Zhang, Xiang; Huang, Yifan; Wang, Yueming; Wang, Yiwen
Reinforcement Learning in Reproducing Kernel Hilbert Spaces: Enabling Continuous Brain?Machine Interface Adaptation
IEEE Signal Processing Magazine, v. 38, (4), July 2021, article number 9467385, p. 34-45
Wang, Yiwen; Principe, Jose C.
Robust Neural Decoding by Kernel Regression with Siamese Representation Learning
Journal of Neural Engineering, v. 18, (5), October 2021, article number 056062
Li, Yangang; Qi, Yu; Wang, Yiwen; Wang, Yueming; Xu, Kedi; Pan, Gang
Tracking Fast Neural Adaptation by Globally Adaptive Point Process Estimation for Brain-Machine Interface
IEEE Transactions on Neural Systems and Rehabilitation Engineering, v. 29, August 2021, p. 1690-1700
Chen, Shuhang; Zhang, Xiang; Shen, Xiang; Huang, Yifan; Wang, Yiwen


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Article 2

Binless Kernel Machine: Modeling Spike Train Transformation for Cognitive Neural Prostheses
Neural Computation, v. 32, (10), 1 October 2020, p. 1863-1900
Qian, Cunle; Sun, Xuyun; Wang, Yueming; Zheng, Xiaoxiang; Wang, Yiwen; Pan, Gang
Task Learning over Multi-Day Recording via Internally Rewarded Reinforcement Learning based Brain Machine Interfaces
IEEE Transactions on Neural Systems and Rehabilitation Engineering, v. 28, (12), December 2020, article number 9269471, p. 3089-3099
Shen, Xiang; Zhang, Xiang; Huang, Yifan; Chen, Shuhang; Wang, Yiwen

Conference paper 6

Covariant Cluster Transfer for Kernel Reinforcement Learning in Brain-Machine Interface
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS, v. 2020-July, July 2020, article number 9175985, p. 3086-3089
Zhang, Xiang; Wang, Yiwen
Decoding Reward Information from Local Field Potential and Spikes in Medial Prefrontal Cortex of Rats
IEEE Transactions on Systems, Man, and Cybernetics: Systems, v. 2020-October, October 2020, article number 9283456, p. 1015-1020
Huang, Yifan; Shen, Xiang; Zhang, Xiang; Chen, Shuhang; Wang, Yiwen
Estimating Neural Modulation via Adaptive Point Process Method in Brain-machine Interface
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS, v. 2020-July, July 2020, article number 9175240, p. 3078-3081
Chen, Shuhang; Zhang, Xiang; Shen, Xiang; Huang, Yifan; Wang, Yiwen
Investigating Co-Activation between Medial Prefrontal and Primary Motor Cortical Spike Trains during Task Learning
IEEE Transactions on Systems, Man, and Cybernetics: Systems, v. 2020-October, October 2020, article number 9283121, p. 1269-1274
Wu, Shenghui; Qian, Cunle; Shen, Xiang; Zhang, Xiang; Huang, Yifan; Chen, Shuhang; Wang, Yiwen
Multi-objective magnitude-based pruning for latency-aware deep neural network compression
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), v. 12269, 2020, p. 470-483
Hong, Wenjing; Yang, Peng; Wang, Yiwen; Tang, Ke
Reinforcement Learning based Decoding Using Internal Reward for Time Delayed Task in Brain Machine Interfaces
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS, v. 2020-July, July 2020, article number 9175964, p. 3351-3354
Shen, Xiang; Zhang, Xiang; Huang, Yifan; Chen, Shuhang; Wang, Yiwen


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Article 4

A Convolutional Neural Network for the Detection of Asynchronous Steady State Motion Visual Evoked Potential
IEEE Transactions on Neural Systems and Rehabilitation Engineering, v. 27, (6), June 2019, article number 8708243, p. 1303-1311
Zhang, Xin; Xu, Guanghua; Mou, Xiang; Ravi, Aravind; Li, Min; Wang, Yiwen; Jiang, Ning
Clustering Neural Patterns in Kernel Reinforcement Learning Assists Fast Brain Control in Brain-Machine Interfaces
IEEE Transactions on Neural Systems and Rehabilitation Engineering, v. 27, (9), September 2019, p. 1684-1694
Zhang, Xiang; Libedinsky, Camilo; So, Rosa; Principe, Jose C.; Wang, Yiwen
Epileptic Focus Localization via Brain Network Analysis on Riemannian Manifolds
IEEE Transactions on Neural Systems and Rehabilitation Engineering : a publication of the IEEE Engineering in Medicine and Biology Society, v. 27, (10), October 2019, p. 1942-1951
Qi, Yu; Lin, Kang; Wang, Yueming; Ren, Feixiao; Lian, Qi; Wang, Shuang; Jiang, Hongjie; Zhu, Junming; Wang, Yiwen; Wu, Zhaohui; Pan, Gang
Spatial-Temporal Discriminative Restricted Boltzmann Machine for Event-Related Potential Detection and Analysis
IEEE Transactions on Neural Systems and Rehabilitation Engineering, v. 27, (2), February 2019, article number 8611394, p. 139-151
Li, Jingcong; Yu, Zhu Liang; Gu, Zhenghui; Tan, Mingkui; Wang, Yiwen; Li, Yuanqing

Conference paper 5

A K-Medoids based Point-Process Modeling on Neural Spike Transformation using Binless Kernel
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS, July 2019, article number 8856479, p. 4387-4390
Qian, Cunle; Sun, Xuyun; Yang, Zaiyue; Pan, Gang; Wang, Yiwen
A Weight Transfer Mechanism for Kernel Reinforcement Learning Decoding in Brain-Machine Interfaces
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS, July 2019, article number 8856555, p. 3547-3550
Zhang, Xiang; Wang, Yiwen
Decoding transition between kinematics stages for brain-machine interface
Conference Proceedings of IEEE International Conference on Systems, Man and Cybernetics, October 2019, article number 8914285, p. 3592-3597
Chen, Shuhang; Zhang, Xiang; Shen, Xiang; Huang, Yifan; Wang, Yiwen
Modelling mPFC Activities in Reinforcement Learning Framework for Brain-Machine Interfaces
International IEEE/EMBS Conference on Neural Engineering, NER, v. 2019-March, May 2019, article number 8717162, p. 243-246
Shen, Xiang; Zhang, Xiang; Huang, Yifan; Chen, Shuhang; Wang, Yiwen
Time-frequency Relevancy Analysis between Local Field Potentials and Lever Pressing Motion of Rats
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS, July 2019, article number 8857640, p. 7169-7172
Huang, Yifan; Shen, Xiang; Wang, Yiwen; Chen, Shuhang; Zhang, Xiang


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Article 2

Nonlinear modeling of neural interaction for spike prediction using the staged point-process model
Neural Computation, v. 30, (12), 1 December 2018, p. 3189-3226
Qian, Cunle; Sun, Xuyun; Zhang, Shaomin; Xing, Dong; Li, Hongbao; Zheng, Xiaoxiang; Pan, Gang; Wang, Yiwen
Predicting Spike Trains from PMd to M1 Using Discrete Time Rescaling Targeted GLM
IEEE Transactions on Cognitive and Developmental Systems, v. 10, (2), June 2018, p. 194-204
Xing, Dong; Qian, Cunle; Li, Hongbao; Zhang, Shaomin; Zhang, Qiaosheng; Hao, Yaoyao; Zheng, Xiaoxiang; Wu, Zhaohui; Wang, Yiwen; Pan, Gang

Conference paper 3

Clustering Based Kernel Reinforcement Learning for Neural Adaptation in Brain-Machine Interfaces
Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), v. 2018, July 2018, p. 6125-6128
Zhang, Xiang; Principe, Jose; Wang, Yiwen
Convolutional Neural Network for Target Face Detection using Single-trial EEG Signal
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS, v. 2018-July, 26 October 2018, article number 8512696, p. 2008-2011
Wang, Haofei; Shi, Bertram Emil; Wang, Yiwen
Tracking the Time Varying Neural Tuning via Adam on Point Process Observations
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS, v. 2018-July, 26 October 2018, article number 8512241, p. 195-198
Zhang, Zitong; Chen, Shuhang; Yang, Zaiyue; Wang, Yiwen


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Article 3

Prior Knowledge of Target Direction and Intended Movement Selection Improves Indirect Reaching Movement Decoding
Behavioural Neurology, v. 2017, (2017), article number 2182843
Li, Hongbao; Hao, Yaoyao; Zhang, Shaomin; Wang, Yiwen; Chen, Weidong; Zheng, Xiaoxiang
Quantized Attention-Gated Kernel Reinforcement Learning for Brain-Machine Interface Decoding
IEEE Transactions on Neural Networks and Learning Systems, v. 28, (4), April 2017, article number 7335648
Wang, Fang; Wang, Yiwen; Xu, Kai; Li, Hongbao; Liao, Yuxi; Zhang, Qiaosheng; Zhang, Shaomin; Zheng, Xiaoxiang; Principe, Jose Carlos
Spatial-Temporal Feature Analysis on Single-Trial Event Related Potential for Rapid Face Identification
Frontiers In Computational Neuroscience, v. 11, November 2017, article number 106
Jiang, Lei; Wang, Yun; Cai, Bangyu; Wang, Yueming; Wang, Yiwen

Conference paper 1

Detecting Abrupt Change in Neuronal Tuning via Adaptive Point Process Estimation
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS, September 2017, article number 8037830, p. 4395-4398
Chen, Junjun; Xu, Kai; Yang, Zaiyue; Wang, Yiwen


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Article 2

Delving a alpha-stable Distribution in Noise Suppression for Seizure Detection from Scalp EEG
Journal of Neural Engineering, v. 13, (5), August 2016, Article number 056009
Wang, Yueming; Qi, Yu; Wang, Yiwen; Lei, Zhen; Zheng, Xiaoxiang; Pan, Gang
Tracking Neural Tuning Plasticity by Dual Sequential Monte Carlo Estimation on Point Processes for Brain Machine Interfaces
IEEE Transactions on Biomedical Engineering, v. 63, (8), August 2016, article number 7328718, p. 1728-1741
Wang, Yiwen; She, Xiwei; Liao, Yuxi; Li, Hongbao; Zhang, Qiaosheng; Zhang, Shaomin; Zheng, Xiaoxiang; Principe, Jose Carlos

Conference paper 1

Maximum Correntropy Based Attention-gated Reinforcement Learning Designed for Brain Machine Interface
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS, v. 2016-October, October 2016, article number 7591374, p. 3056-3059
Li, Hongbao; Wang, Fang; Zhang, Qiaosheng; Zhang, Shaomin; Wang, Yiwen; Zheng, Xiaoxiang; Principe, Jose Carlos


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Article 4

A Cauchy-based State-space model for Seizure Detection in a EEG Monitoring System
IEEE Intelligent Systems, v. 30, (1), January 2015, article number 6973001, p. 6-12
Wang, Yueming; Qi, Yu; Zhu, Junming; Zhang, Jianmin; Wang, Yiwen; Pan, Gang; Zheng, Xiaoxiang; Wu, Zhaohui
An Iterative Approach for EEG based Rapid Face Search: A refined retrieval by Brain-Computer Interface
IEEE Transactions on Autonomous Mental Development, v. 7, (3), September 2015, article number 7126945, p. 211-222
Wang, Yiwen; Jiang, Lei; Wang, Yun; Cai, Bangyu; Wang, Yueming; Chen, Weidong; Zhang, Sanyuan; Zheng, Xiaoxiang
Monte Carlo point process estimation of electromyographic envelopes from motor cortical spikes for brain-machine interfaces
Journal of Neural Engineering, v. 12, (6), 2015, article number 066014
Liao, Yuxi; She, Xiwei; Wang, Yiwen; Zhang, Shaomin; Zhang, Qiaosheng; Zheng, Xiaoxiang; Principe, Jose Carlos
Neural Control of a Tracking Task via Attention-gated Reinforcement Learning for Brain-Machine Interfaces
IEEE Transactions on Neural Systems and Rehabilitation Engineering, v. 23, (3), May 2015, article number 6863657, p. 458-467
Wang, Yiwen; Wang, Fang; Xu, Kai; Zhang, Qiaosheng; Zhang, Shaomin; Zheng, Xiaoxiang

Conference paper 5

A Closed-loop System for Rapid Face Retrieval by Combining EEG and Computer Vision
2015 7th International IEEE/EMBS Conference on Neural Engineering (NER 2015), Institute of Electrical and Electronics Engineers (IEEE), 2015, p. 130-133
Wang, Yun; Jiang, Lei; Cai, Bangyu; Wang, Yiwen; Zhang, Shaomin; Zheng, Xiaoxiang
A Reconfigurable General Behavior Data Acquisition System for Motor Brain Machine Interface
2015 7th International IEEE/EMBS Conference on Neural Engineering (NER 2015), Institute of Electrical and Electronics Engineers (IEEE), 2015, p. 134-137
Wang, Lichao; Sun, Guanghao; Gui, Zhaozhong; Wang, Yiwen; Zhang, Shaomin; Zheng, Xiaoxiang
Dorsal Premotor Cortex of the Macaque Monkey Participate Grasp Planning
2015 7th International IEEE/EMBS Conference on Neural Engineering (NER 2015), Institute of Electrical and Electronics Engineers (IEEE), 2015, p. 66-69
Sun, Guanghao; Wang, Lichao; Zhang, Qiaosheng; Wang, Yiwen; Xu, Kedi; Zhang, Shaomin; Zheng, Xiaoxiang
Prediction of Switching Time between Movement Preparation and Execution by Neural Activity in Monkey Premotor Cortex
2015 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC 2015), Institute of Electrical and Electronics Engineers (IEEE), 2015, p. 2612-2615
Li, Hongbao; Liao, Yuxi; Wang, Yiwen; Zhang, Qiaosheng; Zhang, Shaomin; Zheng, Xiaoxiang
Rapid Face Recognition Based on Single-Trial Event-Related Potential Detection over Multiple Brains
2015 7th International IEEE/EMBS Conference on Neural Engineering (NER 2015), Institute of Electrical and Electronics Engineers (IEEE), 2015, p. 106-109
Jiang, Lei; Wang, Yun; Cai, Bangyu; Wang, Yiwen; Chen, Weidong; Zheng, Xiaoxiang


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Article 7

A Multi-step Neural Control for Motor Brain-machine Interface by Reinforcement Learning
Applied Mechanics and Materials, v. 461, 2014, p. 565-569
Wang, Fang; Xu, Kai; Zhang, Qiaosheng; Wang, Yiwen; Zheng, Xiaoxiang
Distinct Neural Patterns Enable Grasp Types Decoding in Monkey Dorsal Premotor Cortex
Journal of Neural Engineering, v. 11, (6), December 2014, article number 066011
Hao, Yaoyao; Zhang, Qiaosheng; Controzzi, Marco; Cipriani, Christian; Li, Yue; Li, Juncheng; Zhang, Shaomin; Wang, Yiwen; Chen, Weidong; Chiara Carrozza, Maria; Zheng, Xiaoxiang
Long-Term Decoding Stability of Local Field Potentials from Silicon Arrays in Primate Motor Cortex During a 2-D Center Out Task
Journal of Neural Engineering, v. 11, (3), 2014, article number 036009
Wang, Dong; Zhang, Qiaosheng; Li, Yue; Wang, Yiwen; Zhu, Junming; Zhang, Shaomin; Zheng, Xiaoxiang
Neural Coding for Effective Rehabilitation
BioMed Research International, v. 2014, 2014, article number 286505
Hu, Xiaoling; Wang, Yiwen; Zhao, Ting; Gunduz, Aysegul Necmettin
Neural Decoding using a Parallel Sequential Monte Carlo method on Point Processes with Ensemble Effect
BioMed Research International, v. 2014, 2014, article number 685492
Xu, Kai; Wang, Yiwen; Wang, Fang; Liao, Yuxi; Zhang, Qiaosheng; Li, Hongbao; Zheng, Xiaoxiang
Robust Stabilization of Nonlinear Systems with Uncertain Varying Control Coefficient
Mathematical Problems in Engineering, v. 2014, 2014, article number 875372
Yang, Zaiyue; Chan, Che Wai; Wang, Yiwen
Tracking Time Variant Neuron Tuning Properties of Brain Machine Interfaces
Applied Mechanics and Materials, v. 461, 2014, p. 654-658
Liao, Yuxi; Li, Hongbao; Chen, Xi; Zhang, Qiaosheng; Wang, Yiwen; Zheng, Xiaoxiang

Conference paper 5

Clustering and Observation on Neuron Tuning Property for Brain Machine Interfaces
2014 International Conference on Multisensor Fusion and Information Integration for Intelligent Systems (MFI 2014), Institute of Electrical and Electronics Engineers (IEEE), 2014
She, Xiwei; Liao, Yuxi; Li, Hongbao; Zhang, Qiaosheng; Wang, Yiwen; Zheng, Xiaoxiang
Cortical Discrimination of Natural Vibration Stimulation in Rats for a BMI Task
2014 IEEE Biomedical Circuits and Systems Conference (BioCAS 2014), Institute of Electrical and Electronics Engineers (IEEE), 2014
Cao, Yan; Wang, Fang; Zhang, Qiaosheng; Xu, Kedi; Wang, Yiwen; Zheng, Xiaoxiang
Decoding Motor Cortical Activities of Monkey: A Dataset
2014 International Joint Conference on Neural Networks (IJCNN 2014), Institute of Electrical and Electronics Engineers (IEEE), 2014, p. 3865-3870
Zhou, Luoqing; Qi, Yu; Wang, Yueming; Pan, Gang; Wang, Yiwen; Zheng, Xiaoxiang; Wu, Zhaohui
Decoding the Non-Stationary Neuron Spike Trains by Dual Monte Carlo Point Process Estimation in Motor Brain Machine Interfaces
2014 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC 2014), Institute of Electrical and Electronics Engineers (IEEE), 2014, p. 6513-6516
Liao, Yuxi; Li, Hongbao; Zhang, Qiaosheng; Fan, Gong; Wang, Yiwen; Zheng, Xiaoxiang
The Comparison of Long-Term Decoding Performance Between Low and High Frequency Local Field Potentials in Macaque Monkeys
2014 4th IEEE International Conference on Information Science and Technology (ICIST 2014), Institute of Electrical and Electronics Engineers (IEEE), 2014, p. 648-651
Li, Yue; Wang, Dong; Zhang, Qiaosheng; Wang, Yiwen; Zhang, Shaomin; Zheng, Xiaoxiang


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Article 5

CorticoMuscular Coherence Analysis on Hand Movement Distinction for Active Rehabilitation
Computational and Mathematical Methods in Medicine, 2013, 2013, article number 908591
Lou, Xinxin; Xiao, Siyuan; Qi, Yu; Wang, Yiwen; Hu, Xiaoling; Zheng, Xiaoxiang
Decoding Grasp Movement from Monkey Premotor Cortex for Real-time Prosthetic Hand Control
Chinese Science Bulletin, v. 58, (20), July 2013, p. 2512-2520
Hao, Yaoyao; Zhang, Qiaosheng; Zhang, Shaomin; Zhao, Ting; Wang, Yiwen; Chen, Weidong; Zheng, Xiaoxiang
Information Analysis on Neural Tuning in Dorsal Premotor Cortex for Reaching and Grasping
Computational and Mathematical Methods in Medicine, v. 2013, 2013, article number 730374
Cao, Yan; Hao, Yaoyao; Liao, Yuxi; Xu, Kai; Wang, Yiwen; Zhang, Shaomin; Zhang, Qiaosheng; Chen, Weidong; Zheng, Xiaoxiang
Local-learning-based Neuron Selection for Grasping Gesture Prediction in Motor Brain Machine Interfaces
Journal of Neural Engineering, v. 10, (2), April 2013, article number 026008
Xu, Kai; Wang, Yiwen; Wang, Yueming; Wang, Fang; Hao, Yaoyao; Zhang, Shaomin; Zhang, Qiaosheng; Chen, Weidong; Zheng, Xiaoxiang
Universal stabilization design for uncertain nonlinear system with sign-switching unknown control direction
International Journal of Control, v. 86, (1), 2013, p. 172-182
Yang, Zaiyue; Wang, Yiwen; Sun, Youxian

Conference paper 4

A Rapid Face Recognition BCI System using Single-trial ERP
2013 6th International IEEE/EMBS Conference on Neural Engineering (NER 2013), Institute of Electrical and Electronics Engineers (IEEE), 2013, p. 89-92
Cai, Bangyu; Xiao, Siyuan; Jiang, Lei; Wang, Yiwen; Zheng, Xiaoxiang
A Shared Control Policy for Center-Out Movement Decoding in Motor Brain-Machine Interface
IFAC Proceedings Volumes, v. 46, (20), 2013, p. 345-348
Chen, Xi; Liao, Yuxi; Wang, Yiwen; Zhang, Shaomin; Zhang, Qiaosheng; Zheng, Xiaoxiang
ERP Component Analysis for Rapid Image Searching in Finer Categories
2013 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC 2013), Institute of Electrical and Electronics Engineers (IEEE), 2013, p. 3089-3092
Xiao, Siyuan; Cai, Bangyu; Jiang, Lei; Wang, Yiwen; Chen, Weidong; Zheng, Xiaoxiang
Semantic-based Sound Retrieval by ERP in Rapid Serial Auditory Presentation Paradigm
2013 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC 2013), Institute of Electrical and Electronics Engineers (IEEE), 2013, p. 2788-2791
Jiang, Lei; Cai, Bangyu; Xiao, Siyuan; Wang, Yiwen; Chen, Weidong; Zheng, Xiaoxiang


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Article 2

A frequency-temporal-spatial method for motor-related electroencephalography pattern recognition by comprehensive feature optimization
Computers in Biology and Medicine, v. 42, (4), 2012, April, p. 353-363
Wu, Bian; Yang, Fan; Zhang, Jicai; Wang, Yiwen; Zheng, Xiaoxiang; Chen, Weidong
Development of an invasive brain- machine interface with a monkey model
Chinese Science Bulletin, v. 57, (16), 2012, June, p. 2036-2045
Zhang, Qiaosheng; Zhang, Shaomin; Hao, Yaoyao; Zhang, Huaijian; Zhu, Junming; Zhao, Ting; Zhang, Jianmin; Wang, Yiwen; Zheng, Xiaoxiang; Chen, Weidong

Conference paper 1

Mutual Information Analysis on Non-Stationary Neuron Importance for Brain Machine Interfaces
2012 Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC 2012), Institute of Electrical and Electronics Engineers (IEEE), 2012, p. 2748-2751
Liao, Yuxi; Wang, Yiwen; Zheng, Xiaoxiang; Príncipe, Jose Carlos


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Article 4

A High-accuracy Detection and Estimation Method of Intermodulated Sinusoids
IEEE Transactions on Circuits and Systems I: Regular Papers, v. 58, (10), 2011, Article number 5768045, p. 2477-2484
Yang, Zaiyue; Chan, Che Wai; Wang, Yiwen
Decoding the nonstationary neural activity in motor cortex for brain machine interfaces
International Journal of Imaging Systems and Technology, v. 21, (2), 2011, June, p. 158-164
Zhang, Shaomin; Liao, Yuxi; Zheng, Xiaoxiang; Chen, Weidong; Wang, Yiwen
Improved Binocular Vergence Control via a Neural Network That Maximizes an Internally Defined Reward
IEEE Transactions on Autonomous Mental Development, v. 3, (3), September 2011, p. 247-256
Wang, Yiwen; Shi, Bertram E.
Robust Control for Uncertain Nonlinear Systems with State-dependent Control Direction
International Journal of Robust and Nonlinear Control, v. 21, (1), 10 January 2011, p. 106-118
Yang, Zaiyue; Yam, S.C.P.; Li, Leongkwan; Wang, Yiwen

Conference paper 4

Building Brain Machine Interfaces: From Rat to Monkey
ASCC 2011 - 8th Asian Control Conference - Final Program and Proceedings
Zhang, Qiaosheng; Zhang, Shaomin; Lin, Jiyan; Hao, Yaoyao; Jiang, Bo; Yang, Xin; Li, Yi; Zheng, Nenggan; Wang, Yiwen; Chen, Weidong; Zheng, Xiaoxiang
Comparisons Between Linear and Nonlinear Methods for Decoding Motor Cortical Activities of Monkey
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS, 2011, Article number 6091044, p. 4207-4210
Xu, Kai; Wang, Yueming; Zhang, Shaomin; Zhao, Ting; Wang, Yiwen; Chen, Weidong; Zheng, Xiaoxiang
FPGA Implementation of Hardware Processing Modules As Coprocessors in Brain-Machine Interfaces
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS, 2011, Article number 6091142, p. 4613-4616
Wang, Dong; Hao, Yaoyao; Zhu, Xiaoping; Zhao, Ting; Wang, Yiwen; Chen, Yaowu; Chen, Weidong; Zheng, Xiaoxiang
Time-frequency Optimized Spatial Patterns for Movement-related EEG Decoding
2011 5th International IEEE/EMBS Conference on Neural Engineering, NER 2011, 2011, Article number 5910494, p. 84-87
Wu, Bian; Wang, Yiwen; Chen, Weidong; Zheng, Xiaoxiang


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Article 3

Autonomous Development of Vergence Control Driven by Disparity Energy Neuron Populations
Neural Computation, v. 22, (3), 2010, Mar, p. 730-751
Wang, Yiwen; Shi, Bertram E.
Instantaneous Estimation of Motor Cortical Neural Encoding for online Brain-Machine Interfaces
Journal of Neural Engineering, v. 7, (5), October 2010, Article number 56010
Wang, Yiwen; Principe, Jose Carlos
Universal Repetitive Learning Control for Nonparametric Uncertainty and Unknown State-Dependent Control Direction Matrix
IEEE Transactions on Automatic Control, v. 55, (7), 2010, Jul, Article number 5440932, p.1710-1715
Yang, Zaiyue; Yam, S.C.P.; Li, Leongkwan; Wang, Yiwen


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Article 3

Ascertaining Neuron Importance by Information Theoretical Analysis in Motor Brain-Machine Interfaces
Neural Networks, v. 22, (5-6), 2009, Jul, p. 781-790
Wang, Yiwen; Principe, Jose Carlos; Sanchez, Justin C.
Extended Kernel Recursive Least Squares Algorithm
IEEE Transactions on Signal Processing, v. 57, (10), 2009, p. 3801-3814
Liu, Weifeng; Park, Il (Memming); Wang, Yiwen; Principe, Jose Carlos
Sequential Monte Carlo Point Process Estimation of Kinematics from Neural Spiking Activity for Brain-Machine Interfaces
Neural Computation, v. 21, (10), 2009, Oct, p.2894-2930
Wang, Yiwen; Paiva, Antonio R C; Principe, Jose Carlos; Sanchez, Justin C.

Conference paper 6

Hebbian Learning of Visually Directed Reaching by a Robot Arm
2009 IEEE Biomedical Circuits and Systems Conference (BioCAS 2009), 2009, Article number 5372049, p. 205-208
Wang, Yiwen; Wu, Tingfan; Orchard, Garrick; Dudek, Piotr; Rucci, Michele; Shi, Bertram E.
Maximizing Neural Responses Leads to Sensori-Motor Coordination of Binocular Vergence
2009 IEEE Symposium Computational Intelligence for Multimedia Signal and Vision Processing, CIMSVP 2009 - Proceedings, 2009, Article number 4925642, p. 14-20
Wang, Yiwen; Shi, Bertram E.
On Retrieval of Intermodulated Sinusoids
Proceedings of the IEEE Conference on Decision and Control, 2009, Article number 5400167, p. 7273-7278
Yang, Zaiyue; Chan, Che Wai; Wang, Yiwen
Point Process Modeling on Decoding and Encoding for Brain Machine Interfaces
Proceedings of 2009 7th Asian Control Conference, ASCC 2009, 2009, Article number 5276155, p. 1000-1005
Wang, Yiwen; Principe, Jose Carlos
Robust Control for Uncertain Nonlinear Systems with Unknown and Changing Control Direction
Med: 2009 17th Mediterranean Conference on Control & Automation, v. 1-3, 2009, p. 235-239
Yang, Zaiyue; Yam, S.C.P.; Li, Leongkwan; Wang, Yiwen
Selecting Neural Subsets for Kinematics Decoding by Information Theoretical Analysis in Motor Brain Machine Interfaces
Proceedings of the International Joint Conference on Neural Networks, 2009, Article number 5178809, p. 3275-3280
Wang, Yiwen; Sanchez, Justin C.; Principe, Jose Carlos


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Conference paper 4

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, 2008, Article number 4685459, Pages 79-84
Wang, Yiwen; Principe, Jose Carlos
Consistent Detection of Mid-Sagittal Planes for Follow-up MR Brain studies
Progress in Biomedical Optics and Imaging - Proceedings of SPIE, v. 6914, 2008, Article number 691433
Wang, Yiwen; Zhang, Li
Point Process Models for Motor BMIs: An Assessment
Engineering in Medicine and Biology Society, 2008. EMBS '08. 30th Annual International Conference of the IEEE, Minisymposia paper, May. 2008
Wang, Yiwen; Principe, Jose Carlos; Sanchez, Justin C.
Tracking the Non-Stationary Neuron Tuning by Dual Kalman Filter for Brain Machine Interfaces Decoding
IEEE Engineering in Medicine and Biology Society Conference Proceedings, 2008, Article number 4649508, p. 1720-1723
Wang, Yiwen; Principe, Jose Carlos


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Book chapter 3

Adaptive Algorithms for the Point Processes
Brain-Machine Interface Engineering / 2007, p.173-196
Wang, Yiwen
Foundations of Neuronal representation
Synthesis Lectures on Biomedical Engineering / v. 17, 2007, p. 21-55
Kim, Sung-Phil; Wang, Yiwen
Neural Decoding Using Generative BMI Models
Brain-Machine Interface Engineering / 2007, p.141-172
Wang, Yiwen; Darmanjian, Shalom

Conference paper 2

A Monte Carlo Sequential Estimation of Point Process Optimum Filtering for Brain Machine Interfaces
IEEE International Conference on Neural Networks - Conference Proceedings, 2007, Article number 4371308, p. 2250-2255
Wang, Yiwen; Paiva, Antonio R C; Principe, Jose Carlos; Sanchez, Justin C.
Information Theoretical Estimators of Tuning Depth and Time Delay for Motor Cortex Neurons
Proceedings of the 3rd International IEEE EMBS Conference on Neural Engineering, 2007, Article number 4227324, p. 502-505
Wang, Yiwen; Sanchez, Justin C.; Principe, Jose Carlos


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Conference paper 2

A Monte Carlo Sequential Estimation of Point Process Optimum Filtering for Brain Machine Interfaces
Neural Networks, 2006. IJCNN '06. International Joint Conference on July 2006, p.1846 – 1850
Wang, Yiwen; Paiva, Antonio R C; Principe, Jose Carlos
Analysis of the Correlation between Local Field Potentials and Neuronal Firing Rate in the Motor Cortex
Annual International Conference of the IEEE Engineering in Medicine and Biology - Proceedings, 2006, Article number 4030125, p. 6185-6188
Wang, Yiwen; Sanchez, Justin C.; Principe, Jose Carlos; Mitzelfelt, Jeremiah D.; Gunduz, Aysegul Necmettin


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Conference paper 1

Comparison of TDNN Training Algorithms in Brain Machine Interfaces
Proceedings of the International Joint Conference on Neural Networks, v. 4, 2005, Article number 1556288, p. 2459-2462
Wang, Yiwen; Kim, Sung-Phil; Principe, Jose Carlos


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2016 3

Delving a alpha-stable Distribution in Noise Suppression for Seizure Detection from Scalp EEG
Journal of Neural Engineering, v. 13, (5), August 2016, Article number 056009
Wang, Yueming; Qi, Yu; Wang, Yiwen; Lei, Zhen; Zheng, Xiaoxiang; Pan, Gang Article
Tracking Neural Tuning Plasticity by Dual Sequential Monte Carlo Estimation on Point Processes for Brain Machine Interfaces
IEEE Transactions on Biomedical Engineering, v. 63, (8), August 2016, article number 7328718, p. 1728-1741
Wang, Yiwen; She, Xiwei; Liao, Yuxi; Li, Hongbao; Zhang, Qiaosheng; Zhang, Shaomin; Zheng, Xiaoxiang; Principe, Jose Carlos Article
Maximum Correntropy Based Attention-gated Reinforcement Learning Designed for Brain Machine Interface
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS, v. 2016-October, October 2016, article number 7591374, p. 3056-3059
Li, Hongbao; Wang, Fang; Zhang, Qiaosheng; Zhang, Shaomin; Wang, Yiwen; Zheng, Xiaoxiang; Principe, Jose Carlos Conference paper

2015 9

A Cauchy-based State-space model for Seizure Detection in a EEG Monitoring System
IEEE Intelligent Systems, v. 30, (1), January 2015, article number 6973001, p. 6-12
Wang, Yueming; Qi, Yu; Zhu, Junming; Zhang, Jianmin; Wang, Yiwen; Pan, Gang; Zheng, Xiaoxiang; Wu, Zhaohui Article
An Iterative Approach for EEG based Rapid Face Search: A refined retrieval by Brain-Computer Interface
IEEE Transactions on Autonomous Mental Development, v. 7, (3), September 2015, article number 7126945, p. 211-222
Wang, Yiwen; Jiang, Lei; Wang, Yun; Cai, Bangyu; Wang, Yueming; Chen, Weidong; Zhang, Sanyuan; Zheng, Xiaoxiang Article
Monte Carlo point process estimation of electromyographic envelopes from motor cortical spikes for brain-machine interfaces
Journal of Neural Engineering, v. 12, (6), 2015, article number 066014
Liao, Yuxi; She, Xiwei; Wang, Yiwen; Zhang, Shaomin; Zhang, Qiaosheng; Zheng, Xiaoxiang; Principe, Jose Carlos Article
Neural Control of a Tracking Task via Attention-gated Reinforcement Learning for Brain-Machine Interfaces
IEEE Transactions on Neural Systems and Rehabilitation Engineering, v. 23, (3), May 2015, article number 6863657, p. 458-467
Wang, Yiwen; Wang, Fang; Xu, Kai; Zhang, Qiaosheng; Zhang, Shaomin; Zheng, Xiaoxiang Article
A Closed-loop System for Rapid Face Retrieval by Combining EEG and Computer Vision
2015 7th International IEEE/EMBS Conference on Neural Engineering (NER 2015), Institute of Electrical and Electronics Engineers (IEEE), 2015, p. 130-133
Wang, Yun; Jiang, Lei; Cai, Bangyu; Wang, Yiwen; Zhang, Shaomin; Zheng, Xiaoxiang Conference paper
A Reconfigurable General Behavior Data Acquisition System for Motor Brain Machine Interface
2015 7th International IEEE/EMBS Conference on Neural Engineering (NER 2015), Institute of Electrical and Electronics Engineers (IEEE), 2015, p. 134-137
Wang, Lichao; Sun, Guanghao; Gui, Zhaozhong; Wang, Yiwen; Zhang, Shaomin; Zheng, Xiaoxiang Conference paper
Dorsal Premotor Cortex of the Macaque Monkey Participate Grasp Planning
2015 7th International IEEE/EMBS Conference on Neural Engineering (NER 2015), Institute of Electrical and Electronics Engineers (IEEE), 2015, p. 66-69
Sun, Guanghao; Wang, Lichao; Zhang, Qiaosheng; Wang, Yiwen; Xu, Kedi; Zhang, Shaomin; Zheng, Xiaoxiang Conference paper
Prediction of Switching Time between Movement Preparation and Execution by Neural Activity in Monkey Premotor Cortex
2015 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC 2015), Institute of Electrical and Electronics Engineers (IEEE), 2015, p. 2612-2615
Li, Hongbao; Liao, Yuxi; Wang, Yiwen; Zhang, Qiaosheng; Zhang, Shaomin; Zheng, Xiaoxiang Conference paper
Rapid Face Recognition Based on Single-Trial Event-Related Potential Detection over Multiple Brains
2015 7th International IEEE/EMBS Conference on Neural Engineering (NER 2015), Institute of Electrical and Electronics Engineers (IEEE), 2015, p. 106-109
Jiang, Lei; Wang, Yun; Cai, Bangyu; Wang, Yiwen; Chen, Weidong; Zheng, Xiaoxiang Conference paper

2014 12

A Multi-step Neural Control for Motor Brain-machine Interface by Reinforcement Learning
Applied Mechanics and Materials, v. 461, 2014, p. 565-569
Wang, Fang; Xu, Kai; Zhang, Qiaosheng; Wang, Yiwen; Zheng, Xiaoxiang Article
Distinct Neural Patterns Enable Grasp Types Decoding in Monkey Dorsal Premotor Cortex
Journal of Neural Engineering, v. 11, (6), December 2014, article number 066011
Hao, Yaoyao; Zhang, Qiaosheng; Controzzi, Marco; Cipriani, Christian; Li, Yue; Li, Juncheng; Zhang, Shaomin; Wang, Yiwen; Chen, Weidong; Chiara Carrozza, Maria; Zheng, Xiaoxiang Article
Long-Term Decoding Stability of Local Field Potentials from Silicon Arrays in Primate Motor Cortex During a 2-D Center Out Task
Journal of Neural Engineering, v. 11, (3), 2014, article number 036009
Wang, Dong; Zhang, Qiaosheng; Li, Yue; Wang, Yiwen; Zhu, Junming; Zhang, Shaomin; Zheng, Xiaoxiang Article
Neural Coding for Effective Rehabilitation
BioMed Research International, v. 2014, 2014, article number 286505
Hu, Xiaoling; Wang, Yiwen; Zhao, Ting; Gunduz, Aysegul Necmettin Article
Neural Decoding using a Parallel Sequential Monte Carlo method on Point Processes with Ensemble Effect
BioMed Research International, v. 2014, 2014, article number 685492
Xu, Kai; Wang, Yiwen; Wang, Fang; Liao, Yuxi; Zhang, Qiaosheng; Li, Hongbao; Zheng, Xiaoxiang Article
Robust Stabilization of Nonlinear Systems with Uncertain Varying Control Coefficient
Mathematical Problems in Engineering, v. 2014, 2014, article number 875372
Yang, Zaiyue; Chan, Che Wai; Wang, Yiwen Article
Tracking Time Variant Neuron Tuning Properties of Brain Machine Interfaces
Applied Mechanics and Materials, v. 461, 2014, p. 654-658
Liao, Yuxi; Li, Hongbao; Chen, Xi; Zhang, Qiaosheng; Wang, Yiwen; Zheng, Xiaoxiang Article
Clustering and Observation on Neuron Tuning Property for Brain Machine Interfaces
2014 International Conference on Multisensor Fusion and Information Integration for Intelligent Systems (MFI 2014), Institute of Electrical and Electronics Engineers (IEEE), 2014
She, Xiwei; Liao, Yuxi; Li, Hongbao; Zhang, Qiaosheng; Wang, Yiwen; Zheng, Xiaoxiang Conference paper
Cortical Discrimination of Natural Vibration Stimulation in Rats for a BMI Task
2014 IEEE Biomedical Circuits and Systems Conference (BioCAS 2014), Institute of Electrical and Electronics Engineers (IEEE), 2014
Cao, Yan; Wang, Fang; Zhang, Qiaosheng; Xu, Kedi; Wang, Yiwen; Zheng, Xiaoxiang Conference paper
Decoding Motor Cortical Activities of Monkey: A Dataset
2014 International Joint Conference on Neural Networks (IJCNN 2014), Institute of Electrical and Electronics Engineers (IEEE), 2014, p. 3865-3870
Zhou, Luoqing; Qi, Yu; Wang, Yueming; Pan, Gang; Wang, Yiwen; Zheng, Xiaoxiang; Wu, Zhaohui Conference paper
Decoding the Non-Stationary Neuron Spike Trains by Dual Monte Carlo Point Process Estimation in Motor Brain Machine Interfaces
2014 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC 2014), Institute of Electrical and Electronics Engineers (IEEE), 2014, p. 6513-6516
Liao, Yuxi; Li, Hongbao; Zhang, Qiaosheng; Fan, Gong; Wang, Yiwen; Zheng, Xiaoxiang Conference paper
The Comparison of Long-Term Decoding Performance Between Low and High Frequency Local Field Potentials in Macaque Monkeys
2014 4th IEEE International Conference on Information Science and Technology (ICIST 2014), Institute of Electrical and Electronics Engineers (IEEE), 2014, p. 648-651
Li, Yue; Wang, Dong; Zhang, Qiaosheng; Wang, Yiwen; Zhang, Shaomin; Zheng, Xiaoxiang Conference paper

2013 9

CorticoMuscular Coherence Analysis on Hand Movement Distinction for Active Rehabilitation
Computational and Mathematical Methods in Medicine, 2013, 2013, article number 908591
Lou, Xinxin; Xiao, Siyuan; Qi, Yu; Wang, Yiwen; Hu, Xiaoling; Zheng, Xiaoxiang Article
Decoding Grasp Movement from Monkey Premotor Cortex for Real-time Prosthetic Hand Control
Chinese Science Bulletin, v. 58, (20), July 2013, p. 2512-2520
Hao, Yaoyao; Zhang, Qiaosheng; Zhang, Shaomin; Zhao, Ting; Wang, Yiwen; Chen, Weidong; Zheng, Xiaoxiang Article
Information Analysis on Neural Tuning in Dorsal Premotor Cortex for Reaching and Grasping
Computational and Mathematical Methods in Medicine, v. 2013, 2013, article number 730374
Cao, Yan; Hao, Yaoyao; Liao, Yuxi; Xu, Kai; Wang, Yiwen; Zhang, Shaomin; Zhang, Qiaosheng; Chen, Weidong; Zheng, Xiaoxiang Article
Local-learning-based Neuron Selection for Grasping Gesture Prediction in Motor Brain Machine Interfaces
Journal of Neural Engineering, v. 10, (2), April 2013, article number 026008
Xu, Kai; Wang, Yiwen; Wang, Yueming; Wang, Fang; Hao, Yaoyao; Zhang, Shaomin; Zhang, Qiaosheng; Chen, Weidong; Zheng, Xiaoxiang Article
Universal stabilization design for uncertain nonlinear system with sign-switching unknown control direction
International Journal of Control, v. 86, (1), 2013, p. 172-182
Yang, Zaiyue; Wang, Yiwen; Sun, Youxian Article
A Rapid Face Recognition BCI System using Single-trial ERP
2013 6th International IEEE/EMBS Conference on Neural Engineering (NER 2013), Institute of Electrical and Electronics Engineers (IEEE), 2013, p. 89-92
Cai, Bangyu; Xiao, Siyuan; Jiang, Lei; Wang, Yiwen; Zheng, Xiaoxiang Conference paper
A Shared Control Policy for Center-Out Movement Decoding in Motor Brain-Machine Interface
IFAC Proceedings Volumes, v. 46, (20), 2013, p. 345-348
Chen, Xi; Liao, Yuxi; Wang, Yiwen; Zhang, Shaomin; Zhang, Qiaosheng; Zheng, Xiaoxiang Conference paper
ERP Component Analysis for Rapid Image Searching in Finer Categories
2013 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC 2013), Institute of Electrical and Electronics Engineers (IEEE), 2013, p. 3089-3092
Xiao, Siyuan; Cai, Bangyu; Jiang, Lei; Wang, Yiwen; Chen, Weidong; Zheng, Xiaoxiang Conference paper
Semantic-based Sound Retrieval by ERP in Rapid Serial Auditory Presentation Paradigm
2013 35th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC 2013), Institute of Electrical and Electronics Engineers (IEEE), 2013, p. 2788-2791
Jiang, Lei; Cai, Bangyu; Xiao, Siyuan; Wang, Yiwen; Chen, Weidong; Zheng, Xiaoxiang Conference paper

2012 3

A frequency-temporal-spatial method for motor-related electroencephalography pattern recognition by comprehensive feature optimization
Computers in Biology and Medicine, v. 42, (4), 2012, April, p. 353-363
Wu, Bian; Yang, Fan; Zhang, Jicai; Wang, Yiwen; Zheng, Xiaoxiang; Chen, Weidong Article
Development of an invasive brain- machine interface with a monkey model
Chinese Science Bulletin, v. 57, (16), 2012, June, p. 2036-2045
Zhang, Qiaosheng; Zhang, Shaomin; Hao, Yaoyao; Zhang, Huaijian; Zhu, Junming; Zhao, Ting; Zhang, Jianmin; Wang, Yiwen; Zheng, Xiaoxiang; Chen, Weidong Article
Mutual Information Analysis on Non-Stationary Neuron Importance for Brain Machine Interfaces
2012 Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC 2012), Institute of Electrical and Electronics Engineers (IEEE), 2012, p. 2748-2751
Liao, Yuxi; Wang, Yiwen; Zheng, Xiaoxiang; Príncipe, Jose Carlos Conference paper

2011 8

A High-accuracy Detection and Estimation Method of Intermodulated Sinusoids
IEEE Transactions on Circuits and Systems I: Regular Papers, v. 58, (10), 2011, Article number 5768045, p. 2477-2484
Yang, Zaiyue; Chan, Che Wai; Wang, Yiwen Article
Decoding the nonstationary neural activity in motor cortex for brain machine interfaces
International Journal of Imaging Systems and Technology, v. 21, (2), 2011, June, p. 158-164
Zhang, Shaomin; Liao, Yuxi; Zheng, Xiaoxiang; Chen, Weidong; Wang, Yiwen Article
Improved Binocular Vergence Control via a Neural Network That Maximizes an Internally Defined Reward
IEEE Transactions on Autonomous Mental Development, v. 3, (3), September 2011, p. 247-256
Wang, Yiwen; Shi, Bertram E. Article
Robust Control for Uncertain Nonlinear Systems with State-dependent Control Direction
International Journal of Robust and Nonlinear Control, v. 21, (1), 10 January 2011, p. 106-118
Yang, Zaiyue; Yam, S.C.P.; Li, Leongkwan; Wang, Yiwen Article
Building Brain Machine Interfaces: From Rat to Monkey
ASCC 2011 - 8th Asian Control Conference - Final Program and Proceedings
Zhang, Qiaosheng; Zhang, Shaomin; Lin, Jiyan; Hao, Yaoyao; Jiang, Bo; Yang, Xin; Li, Yi; Zheng, Nenggan; Wang, Yiwen; Chen, Weidong; Zheng, Xiaoxiang Conference paper
Comparisons Between Linear and Nonlinear Methods for Decoding Motor Cortical Activities of Monkey
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS, 2011, Article number 6091044, p. 4207-4210
Xu, Kai; Wang, Yueming; Zhang, Shaomin; Zhao, Ting; Wang, Yiwen; Chen, Weidong; Zheng, Xiaoxiang Conference paper
FPGA Implementation of Hardware Processing Modules As Coprocessors in Brain-Machine Interfaces
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS, 2011, Article number 6091142, p. 4613-4616
Wang, Dong; Hao, Yaoyao; Zhu, Xiaoping; Zhao, Ting; Wang, Yiwen; Chen, Yaowu; Chen, Weidong; Zheng, Xiaoxiang Conference paper
Time-frequency Optimized Spatial Patterns for Movement-related EEG Decoding
2011 5th International IEEE/EMBS Conference on Neural Engineering, NER 2011, 2011, Article number 5910494, p. 84-87
Wu, Bian; Wang, Yiwen; Chen, Weidong; Zheng, Xiaoxiang Conference paper

2010 3

Autonomous Development of Vergence Control Driven by Disparity Energy Neuron Populations
Neural Computation, v. 22, (3), 2010, Mar, p. 730-751
Wang, Yiwen; Shi, Bertram E. Article
Instantaneous Estimation of Motor Cortical Neural Encoding for online Brain-Machine Interfaces
Journal of Neural Engineering, v. 7, (5), October 2010, Article number 56010
Wang, Yiwen; Principe, Jose Carlos Article
Universal Repetitive Learning Control for Nonparametric Uncertainty and Unknown State-Dependent Control Direction Matrix
IEEE Transactions on Automatic Control, v. 55, (7), 2010, Jul, Article number 5440932, p.1710-1715
Yang, Zaiyue; Yam, S.C.P.; Li, Leongkwan; Wang, Yiwen Article

2009 9

Ascertaining Neuron Importance by Information Theoretical Analysis in Motor Brain-Machine Interfaces
Neural Networks, v. 22, (5-6), 2009, Jul, p. 781-790
Wang, Yiwen; Principe, Jose Carlos; Sanchez, Justin C. Article
Extended Kernel Recursive Least Squares Algorithm
IEEE Transactions on Signal Processing, v. 57, (10), 2009, p. 3801-3814
Liu, Weifeng; Park, Il (Memming); Wang, Yiwen; Principe, Jose Carlos Article
Sequential Monte Carlo Point Process Estimation of Kinematics from Neural Spiking Activity for Brain-Machine Interfaces
Neural Computation, v. 21, (10), 2009, Oct, p.2894-2930
Wang, Yiwen; Paiva, Antonio R C; Principe, Jose Carlos; Sanchez, Justin C. Article
Hebbian Learning of Visually Directed Reaching by a Robot Arm
2009 IEEE Biomedical Circuits and Systems Conference (BioCAS 2009), 2009, Article number 5372049, p. 205-208
Wang, Yiwen; Wu, Tingfan; Orchard, Garrick; Dudek, Piotr; Rucci, Michele; Shi, Bertram E. Conference paper
Maximizing Neural Responses Leads to Sensori-Motor Coordination of Binocular Vergence
2009 IEEE Symposium Computational Intelligence for Multimedia Signal and Vision Processing, CIMSVP 2009 - Proceedings, 2009, Article number 4925642, p. 14-20
Wang, Yiwen; Shi, Bertram E. Conference paper
On Retrieval of Intermodulated Sinusoids
Proceedings of the IEEE Conference on Decision and Control, 2009, Article number 5400167, p. 7273-7278
Yang, Zaiyue; Chan, Che Wai; Wang, Yiwen Conference paper
Point Process Modeling on Decoding and Encoding for Brain Machine Interfaces
Proceedings of 2009 7th Asian Control Conference, ASCC 2009, 2009, Article number 5276155, p. 1000-1005
Wang, Yiwen; Principe, Jose Carlos Conference paper
Robust Control for Uncertain Nonlinear Systems with Unknown and Changing Control Direction
Med: 2009 17th Mediterranean Conference on Control & Automation, v. 1-3, 2009, p. 235-239
Yang, Zaiyue; Yam, S.C.P.; Li, Leongkwan; Wang, Yiwen Conference paper
Selecting Neural Subsets for Kinematics Decoding by Information Theoretical Analysis in Motor Brain Machine Interfaces
Proceedings of the International Joint Conference on Neural Networks, 2009, Article number 5178809, p. 3275-3280
Wang, Yiwen; Sanchez, Justin C.; Principe, Jose Carlos Conference paper

2008 4

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, 2008, Article number 4685459, Pages 79-84
Wang, Yiwen; Principe, Jose Carlos Conference paper
Consistent Detection of Mid-Sagittal Planes for Follow-up MR Brain studies
Progress in Biomedical Optics and Imaging - Proceedings of SPIE, v. 6914, 2008, Article number 691433
Wang, Yiwen; Zhang, Li Conference paper
Point Process Models for Motor BMIs: An Assessment
Engineering in Medicine and Biology Society, 2008. EMBS '08. 30th Annual International Conference of the IEEE, Minisymposia paper, May. 2008
Wang, Yiwen; Principe, Jose Carlos; Sanchez, Justin C. Conference paper
Tracking the Non-Stationary Neuron Tuning by Dual Kalman Filter for Brain Machine Interfaces Decoding
IEEE Engineering in Medicine and Biology Society Conference Proceedings, 2008, Article number 4649508, p. 1720-1723
Wang, Yiwen; Principe, Jose Carlos Conference paper

2007 5

Adaptive Algorithms for the Point Processes
Brain-Machine Interface Engineering / 2007, p.173-196
Wang, Yiwen Book chapter
Foundations of Neuronal representation
Synthesis Lectures on Biomedical Engineering / v. 17, 2007, p. 21-55
Kim, Sung-Phil; Wang, Yiwen Book chapter
Neural Decoding Using Generative BMI Models
Brain-Machine Interface Engineering / 2007, p.141-172
Wang, Yiwen; Darmanjian, Shalom Book chapter
A Monte Carlo Sequential Estimation of Point Process Optimum Filtering for Brain Machine Interfaces
IEEE International Conference on Neural Networks - Conference Proceedings, 2007, Article number 4371308, p. 2250-2255
Wang, Yiwen; Paiva, Antonio R C; Principe, Jose Carlos; Sanchez, Justin C. Conference paper
Information Theoretical Estimators of Tuning Depth and Time Delay for Motor Cortex Neurons
Proceedings of the 3rd International IEEE EMBS Conference on Neural Engineering, 2007, Article number 4227324, p. 502-505
Wang, Yiwen; Sanchez, Justin C.; Principe, Jose Carlos Conference paper

2006 2

A Monte Carlo Sequential Estimation of Point Process Optimum Filtering for Brain Machine Interfaces
Neural Networks, 2006. IJCNN '06. International Joint Conference on July 2006, p.1846 – 1850
Wang, Yiwen; Paiva, Antonio R C; Principe, Jose Carlos Conference paper
Analysis of the Correlation between Local Field Potentials and Neuronal Firing Rate in the Motor Cortex
Annual International Conference of the IEEE Engineering in Medicine and Biology - Proceedings, 2006, Article number 4030125, p. 6185-6188
Wang, Yiwen; Sanchez, Justin C.; Principe, Jose Carlos; Mitzelfelt, Jeremiah D.; Gunduz, Aysegul Necmettin Conference paper

2005 1

Comparison of TDNN Training Algorithms in Brain Machine Interfaces
Proceedings of the International Joint Conference on Neural Networks, v. 4, 2005, Article number 1556288, p. 2459-2462
Wang, Yiwen; Kim, Sung-Phil; Principe, Jose Carlos Conference paper


No Publications






Teaching Assignment

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2021-22 Winter 0 2021-22 Fall 3 2020-21 Summer 0 2020-21 Spring 4 2020-21 Winter 0 2020-21 Fall 4

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BIEN4310 Statistical Signal Analysis and Applications in Neural Engineering
BIEN5040 Introduction to Neural Engineering
ELEC4830 Statistical Signal Analysis and Applications in Neural Engineering


CPEG4911 Computer Engineering Final Year Project in ELEC
ELEC2910 Academic and Professional Development I
ELEC3910 Academic and Professional Development II
ELEC4130 Digital Image Processing


BIEN5040 Introduction to Neural Engineering
CPEG4911 Computer Engineering Final Year Project in ELEC
ELEC2910 Academic and Professional Development I
ELEC3910 Academic and Professional Development II


No Teaching Assignments


No Teaching Assignments


No Teaching Assignments






Research Postgraduate (RPG) Supervision From January 2019 to December 2022 (As of 30 January 2022)

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All Supervisions Current RPGs Graduated RPGs

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Current RPGs

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Doctor of Philosophy LI, Mingdong
Robotics and Autonomous Systems( 2021 - )

WU, Shenghui
Electronic and Computer Engineering( 2019 - )

HUANG, Yifan
Electronic and Computer Engineering( 2018 - )

CHEN, Shuhang
Bioengineering( 2017 - )

SHEN, Xiang
Electronic and Computer Engineering( 2017 - )

---

Master of Philosophy SONG, Zhiwei
Electronic and Computer Engineering( 2021 - )

TAN, Jieyuan
Electronic and Computer Engineering( 2020 - )

---

Graduated RPGs

---

Doctor of Philosophy ZHANG, Xiang
Electronic and Computer Engineering( Completed in 2021 )

---

Master of Philosophy WU, Shenghui
Electronic and Computer Engineering( Completed in 2021 )









ProjectsFrom January 2020 to December 2022

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All Projects 5 Leading Projects 4 Participating Projects 1

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Bandwidth Aware Video Emotion Recognition in the Cloud


具有帶寬感知能力的雲計算視頻情感識別系統 Participating


Innovation and Technology Fund


Project Team (HKUST)
SHI Bertram Emil (Lead)
WANG Yiwen


2021 -




Lateral Integration of III-V Lasers on SOI


III-V激光器在SOI上的橫向集成 Leading


RGC - General Research Fund


Project Team (HKUST)
WANG Yiwen (Lead)
LAU Kei May


2020 -




Neuromorphic Communication among Cortical Areas towards Cognitive Function


面向認知功能的類腦神經通訊的計算與建模 Leading


Shenzhen Science and Technology Innovation Committee


Project Team (HKUST)
WANG Yiwen (Lead)
SHI Bertram Emil


2019 -




Vertical GaN-based Trench MOSFETs on Silicon


矽上GaN基垂直溝槽MOSFET Leading


RGC - General Research Fund


Project Team (HKUST)
WANG Yiwen (Lead)
LAU Kei May


2019 -




InGaN/GaN Quantum Dot lasers directly grown on Silicon


直接在矽上生長InGaN/GaN量子點激光器 Leading


RGC - General Research Fund


Project Team (HKUST)
WANG Yiwen (Lead)
LAU Kei May


2018 - 2021