Xiaoxiang Zheng

Publication Activity (10 Years)

Years Active: 2003-2020
Publications (10 Years): 26

Top Topics

Reinforcement Learning

Laplacian Eigenmaps

Top Venues

IEEE Intell. Syst.

Publications

Cunle Qian, Xuyun Sun, Yueming Wang, Xiaoxiang Zheng, Yiwen Wang, Gang Pan
Binless Kernel Machine: Modeling Spike Train Transformation for Cognitive Neural Prostheses. Neural Comput. 32 (10) (2020)
Guanghao Sun, Shaomin Zhang, Y. Zhang, Kai Xu, Qiaosheng Zhang, Ting Zhao, Xiaoxiang Zheng
Effective Dimensionality Reduction for Visualizing Neural Dynamics by Laplacian Eigenmaps. Neural Comput. 31 (7) (2019)
Yuxiao Ning, Shaomin Zhang, Haonan Guan, Kedi Xu, Xiaoxiang Zheng
Volitional Modulation of Temporal Spiking Patterns Uncovers the Ability of Temporal Coding in Abstract Skills Learning. NER (2019)
Xiaoxiang Zheng, Zhiwen Zeng, Jianwei Zhang
High-level Object Affordance Recognition. ICIA (2018)
Dong Xing, Cunle Qian, Hongbao Li, Shaomin Zhang, Qiaosheng Zhang, Yaoyao Hao, Xiaoxiang Zheng, Zhaohui Wu, Yiwen Wang, Gang Pan
Predicting Spike Trains from PMd to M1 Using Discrete Time Rescaling Targeted GLM. IEEE Trans. Cogn. Dev. Syst. 10 (2) (2018)
Cunle Qian, Xuyun Sun, Shaomin Zhang, Dong Xing, Hongbao Li, Xiaoxiang Zheng, Gang Pan, Yiwen Wang
Nonlinear Modeling of Neural Interaction for Spike Prediction Using the Staged Point-Process Model. Neural Comput. 30 (12) (2018)
Zhen Deng, Xiaoxiang Zheng, Liwei Zhang, Jianwei Zhang
A learning framework for semantic reach-to-grasp tasks integrating machine learning and optimization. Robotics Auton. Syst. 108 (2018)
Guanghao Sun, Shaomin Zhang, Kedi Xu, Qiaosheng Zhang, Junming Zhu, Yiyi Yang, Xiaoxiang Zheng
Dorsal premotor area of the macaque monkey participates the preparation of grasp movements. NER (2017)
Zelan Yang, Kedi Xu, Xiang Tian, Shaomin Zhang, Xiaoxiang Zheng
A real-time spike sorting method based on the embedded GPU. EMBC (2017)
Fang Wang, Yiwen Wang, Kai Xu, Hongbao Li, Yuxi Liao, Qiaosheng Zhang, Shaomin Zhang, Xiaoxiang Zheng, José C. Príncipe
Quantized Attention-Gated Kernel Reinforcement Learning for Brain-Machine Interface Decoding. IEEE Trans. Neural Networks Learn. Syst. 28 (4) (2017)
Yipeng Yu, Zhaohui Wu, Kedi Xu, Yongyue Gong, Nenggan Zheng, Xiaoxiang Zheng, Gang Pan
Automatic Training of Rat Cyborgs for Navigation. Comput. Intell. Neurosci. 2016 (2016)
Zhaohui Wu, Yongdi Zhou, Zhongzhi Shi, Changshui Zhang, Guanglin Li, Xiaoxiang Zheng, Nenggan Zheng, Gang Pan
Cyborg Intelligence: Recent Progress and Future Directions. IEEE Intell. Syst. 31 (6) (2016)
Kang Lin, Yueming Wang, Kedi Xu, Junming Zhu, Jian-Min Zhang, Xiaoxiang Zheng
Localizing seizure onset zone by convolutional transfer entropy from iEEG. EMBC (2016)
Yile Jin, Mingwei Lu, Xiaotian Wang, Shaomin Zhang, Junming Zhu, Xiaoxiang Zheng
Electrocorticographic signals comparison in sensorimotor cortex between contralateral and ipsilateral hand movements. EMBC (2016)
Hongbao Li, Fang Wang, Qiaosheng Zhang, Shaomin Zhang, Yiwen Wang, Xiaoxiang Zheng, José C. Príncipe
Maximum correntropy based attention-gated reinforcement learning designed for brain machine interface. EMBC (2016)
Yiwen Wang, Xiwei She, Yuxi Liao, Hongbao Li, Qiaosheng Zhang, Shaomin Zhang, Xiaoxiang Zheng, José C. Príncipe
Tracking Neural Modulation Depth by Dual Sequential Monte Carlo Estimation on Point Processes for Brain-Machine Interfaces. IEEE Trans. Biomed. Eng. 63 (8) (2016)
Guanghao Sun, Lichao Wang, Qiaosheng Zhang, Yiwen Wang, Kedi Xu, Shaomin Zhang, Xiaoxiang Zheng
Dorsal premotor cortex of the macaque monkey participate grasp planning. NER (2015)
Yun Wang, Lei Jiang, Bangyu Cai, Yiwen Wang, Shaomin Zhang, Xiaoxiang Zheng
A closed-loop system for rapid face retrieval by combining EEG and computer vision. NER (2015)
Yueming Wang, Minlong Lu, Zhaohui Wu, Liwen Tian, Kedi Xu, Xiaoxiang Zheng, Gang Pan
Visual Cue-Guided Rat Cyborg for Automatic Navigation [Research Frontier]. IEEE Comput. Intell. Mag. 10 (2) (2015)
Hongbao Li, Yuxi Liao, Yiwen Wang, Qiaosheng Zhang, Shaomin Zhang, Xiaoxiang Zheng
Prediction of switching time between movement preparation and execution by neural activity in monkey premotor cortex. EMBC (2015)
Yueming Wang, Yu Qi, Junming Zhu, Jian-Min Zhang, Yiwen Wang, Xiaoxiang Zheng, Zhaohui Wu
A Cauchy-Based State-Space Model for Seizure Detection in EEG Monitoring Systems. IEEE Intell. Syst. 30 (1) (2015)
Yiwen Wang, Lei Jiang, Yun Wang, Bangyu Cai, Yueming Wang, Weidong Chen, Sanyuan Zhang, Xiaoxiang Zheng
An Iterative Approach for EEG-Based Rapid Face Search: A Refined Retrieval by Brain Computer Interfaces. IEEE Trans. Auton. Ment. Dev. 7 (3) (2015)
Lei Jiang, Yun Wang, Bangyu Cai, Yiwen Wang, Weidong Chen, Xiaoxiang Zheng
Rapid face recognition based on single-trial event-related potential detection over multiple brains. NER (2015)
Yile Jin, Qiaosheng Zhang, Yue Li, Guanghao Sun, Junming Zhu, Shaomin Zhang, Xiaoxiang Zheng
500Hz) and spike signals in primate motor cortex. NER (2015)
Lichao Wang, Guanghao Sun, Zhaozhong Gui, Yiwen Wang, Shaomin Zhang, Xiaoxiang Zheng
A reconfigurable general behavior data acquisition system for motor brain machine interface. NER (2015)
Jian Wu, Yingke Xu, Zhouyan Feng, Xiaoxiang Zheng
Automatically Identifying Fusion Events between GLUT4 Storage Vesicles and the Plasma Membrane in TIRF Microscopy Image Sequences. Comput. Math. Methods Medicine 2015 (2015)
Yu Qi, Fei-Qiang Ma, Ting-Ting Ge, Yueming Wang, Junming Zhu, Jian-Min Zhang, Xiaoxiang Zheng, Zhaohui Wu
Abidirectional brain-computer interface for effective epilepsy control. J. Zhejiang Univ. Sci. C 15 (10) (2014)
Yan Cao, Fang Wang, Qiaosheng Zhang, Kedi Xu, Yiwen Wang, Xiaoxiang Zheng
Cortical discrimination of natural vibration stimulation in rats for a BMI task. BioCAS (2014)
Luoqing Zhou, Yu Qi, Yueming Wang, Gang Pan, Yiwen Wang, Xiaoxiang Zheng, Zhaohui Wu
Decoding motor cortical activities of Monkey: A dataset. IJCNN (2014)
Yuxi Liao, Hongbao Li, Qiaosheng Zhang, Gong Fan, Yiwen Wang, Xiaoxiang Zheng
Decoding the non-stationary neuron spike trains by dual Monte Carlo point process estimation in motor Brain Machine Interfaces. EMBC (2014)
Yu Qi, Yueming Wang, Xiaoxiang Zheng, Zhaohui Wu
Robust feature learning by stacked autoencoder with maximum correntropy criterion. ICASSP (2014)
Xiwei She, Yuxi Liao, Hongbao Li, Qiaosheng Zhang, Yiwen Wang, Xiaoxiang Zheng
Clustering and observation on neuron tuning property for brain machine interfaces. MFI (2014)
Fan Gong, Nenggan Zheng, Lei Xue, Kedi Xu, Xiaoxiang Zheng
RICA: A reliable and image configurable arena for cyborg bumblebee based on CAN bus. EMBC (2014)
Songchao Guo, Hong Zhou, Jiacheng Zhang, Kedi Xu, Xiaoxiang Zheng
A multi-electrode array coupled with fiberoptic for deep-brain optical neuromodulation and electrical recording. EMBC (2013)
Siyuan Xiao, Bangyu Cai, Lei Jiang, Yiwen Wang, Weidong Chen, Xiaoxiang Zheng
ERP component analysis for rapid image searching in finer categories. EMBC (2013)
Chen Zhang, Chao Sun, Liqiang Gao, Nenggan Zheng, Weidong Chen, Xiaoxiang Zheng
Bio-robots automatic navigation with graded electric reward stimulation based on Reinforcement Learning. EMBC (2013)
Xi Chen, Yuxi Liao, Yiwen Wang, Shaomin Zhang, Qiaosheng Zhang, Xiaoxiang Zheng
A Shared Control Policy for Center-Out Movement Decoding in Motor Brain-Machine Interface. ICONS (2013)
Xi Chen, Kedi Xu, Shuming Ye, Songchao Guo, Xiaoxiang Zheng
A remote constant current stimulator designed for rat-robot navigation. EMBC (2013)
Zhaohui Wu, Raj Reddy, Gang Pan, Nenggan Zheng, Paul F. M. J. Verschure, Qiaosheng Zhang, Xiaoxiang Zheng, José C. Príncipe, Alex Kreilinger, Martin Rohm, Vera Kaiser, Robert Leeb, Rüdiger Rupp, Gernot R. Müller-Putz
The Convergence of Machine and Biological Intelligence. IEEE Intell. Syst. 28 (5) (2013)
Sicong Chen, Yi Qu, Songchao Guo, Zhaoyue Shi, Kedi Xu, Xiaoxiang Zheng
Encode the "STOP" command by photo-stimulation for precise control of rat-robot. EMBC (2013)
Lei Jiang, Bangyu Cai, Siyuan Xiao, Yiwen Wang, Weidong Chen, Xiaoxiang Zheng
Semantic-based sound retrieval by ERP in rapid serial auditory presentation paradigm. EMBC (2013)
Gang Pan, Xiaobo Zhang, Yueming Wang, Zhenfang Hu, Xiaoxiang Zheng, Zhaohui Wu
Establishing Point Correspondence of 3D Faces Via Sparse Facial Deformable Model. IEEE Trans. Image Process. 22 (11) (2013)
Yan Cao, Yaoyao Hao, Yuxi Liao, Kai Xu, Yiwen Wang, Shaomin Zhang, Qiaosheng Zhang, Weidong Chen, Xiaoxiang Zheng
Information Analysis on Neural Tuning in Dorsal Premotor Cortex for Reaching and Grasping. Comput. Math. Methods Medicine 2013 (2013)
Ting-Ting Ge, Yu Qi, Yueming Wang, Weidong Chen, Xiaoxiang Zheng
A boosted cascade for efficient epileptic seizure detection. EMBC (2013)
Xinxin Lou, Siyuan Xiao, Yu Qi, Xiaoling Hu, Yiwen Wang, Xiaoxiang Zheng
Corticomuscular Coherence Analysis on Hand Movement Distinction for Active Rehabilitation. Comput. Math. Methods Medicine 2013 (2013)
Liqiang Gao, Chao Sun, Chen Zhang, Nenggan Zheng, Weidong Chen, Xiaoxiang Zheng
Ratbot automatic navigation by electrical reward stimulation based on distance measurement in unknown environments. EMBC (2013)
Yaoyao Hao, Marco Controzzi, Christian Cipriani, Dejan B. Popovic, Xin Yang, Weidong Chen, Xiaoxiang Zheng, Maria Chiara Carrozza
Controlling Hand-Assistive Devices: Utilizing Electrooculography as a Substitute for Vision. IEEE Robotics Autom. Mag. 20 (1) (2013)
Yu Qi, Yueming Wang, Xiaoxiang Zheng, Jian-Min Zhang, Junming Zhu, Jianping Guo
Efficient epileptic seizure detection by a combined IMF-VoE feature. EMBC (2012)
Yue Li, Yaoyao Hao, Dong Wang, Qiaosheng Zhang, Yuxi Liao, Xiaoxiang Zheng, Weidong Chen
Decoding grasp types with high frequency of local field potentials from primate primary dorsal premotor cortex. EMBC (2012)
Yuxi Liao, Yiwen Wang, Xiaoxiang Zheng, José C. Príncipe
Mutual information analysis on non-stationary neuron importance for brain machine interfaces. EMBC (2012)
Bian Wu, Fan Yang, Ji-cai Zhang, Yiwen Wang, Xiaoxiang Zheng, Weidong Chen
A frequency-temporal-spatial method for motor-related electroencephalography pattern recognition by comprehensive feature optimization. Comput. Biol. Medicine 42 (4) (2012)
Dong Wang, Yaoyao Hao, Qiaosheng Zhang, Shaomin Zhang, Ting Zhao, Xiaoxiang Zheng, Weidong Chen
Decoding wrist kinematics from local field potentials of the ipsilateral primary motor and dorsal premotor cortices. EMBC (2012)
Zhong Yang, Yi Li, Yang Zheng, Weidong Chen, Xiaoxiang Zheng
An interaction system using mixed hand gestures. APCHI (2012)
Chao Sun, Xinlu Zhang, Nenggan Zheng, Weidong Chen, Xiaoxiang Zheng
Bio-robots automatic navigation with electrical reward stimulation. EMBC (2012)
Xinlu Zhang, Chao Sun, Nenggan Zheng, Weidong Chen, Xiaoxiang Zheng
Motion states extraction with optical flow for rat-robot automatic navigation. EMBC (2012)
Bo Jiang, Rui Wang, Qiaosheng Zhang, Ji-cai Zhang, Xiaoxiang Zheng, Ting Zhao
A pilot study on two stage decoding strategies. EMBC (2011)
Chao Sun, Nenggan Zheng, Xinlu Zhang, Weidong Chen, Xiaoxiang Zheng
An automatic control model for rat-robot. EMBC (2011)
Dong Wang, Yaoyao Hao, Xiaoping Zhu, Ting Zhao, Yiwen Wang, Yaowu Chen, Weidong Chen, Xiaoxiang Zheng
FPGA implementation of hardware processing modules as coprocessors in brain-machine interfaces. EMBC (2011)
Yu Su, Yu Qi, Jian-xun Luo, Bian Wu, Fan Yang, Yi Li, Yueting Zhuang, Xiaoxiang Zheng, Weidong Chen
A hybrid brain-computer interface control strategy in a virtual environment. J. Zhejiang Univ. Sci. C 12 (5) (2011)
Rui Wang, Xinxin Lou, Bo Jiang, Weidong Cheng, Xiaoxiang Zheng, Shaomin Zhang
Neural decoding using local field potential based on partial least squares regression. EMBC (2011)
Ji-cai Zhang, Weidong Chen, Yanlei Gu, Bian Wu, Yu Qi, Xiaoxiang Zheng
Classifying real and imaginary finger press tasks on a P300-based brain-computer interface. EMBC (2011)
Kai Xu, Yueming Wang, Shaomin Zhang, Ting Zhao, Yiwen Wang, Weidong Chen, Xiaoxiang Zheng
Comparisons between linear and nonlinear methods for decoding motor cortical activities of monkey. EMBC (2011)
Shaomin Zhang, Yuxi Liao, Xiaoxiang Zheng, Weidong Chen, Yiwen Wang
Decoding the nonstationary neural activity in motor cortex for brain machine interfaces. Int. J. Imaging Syst. Technol. 21 (2) (2011)
Shaomin Zhang, Bo Jiang, Junming Zhu, Qiaosheng Zhang, Weidong Chen, Xiaoxiang Zheng, Ting Zhao
A study on combining local field potential and single unit activity for better neural decoding. Int. J. Imaging Syst. Technol. 21 (2) (2011)
Yanming Zhang, Chao Sun, Nenggan Zheng, Shaomin Zhang, Jiyan Lin, Weidong Chen, Xiaoxiang Zheng
An Automatic Control System for Ratbot Navigation. GreenCom/CPSCom (2010)
Jianhua Dai, Huaijian Zhang, Xiaochun Liu, Shaomin Zhang, Weidong Chen, Xiaoxiang Zheng
A Novel Matched Filter for Neural Action Potential Detection. J. Convergence Inf. Technol. 5 (9) (2010)
Weidong Chen, Jianhui Zhang, Ji-cai Zhang, Yi Li, Yu Qi, Yu Su, Bian Wu, Shaomin Zhang, Jianhua Dai, Xiaoxiang Zheng
A P300 based online brain-computer interface system for virtual hand control. J. Zhejiang Univ. Sci. C 11 (8) (2010)
Jianhua Dai, Xiaochun Liu, Qing Xu, Nenggan Zheng, Shaomin Zhang, Weidong Chen, Xiaoxiang Zheng
Neural spike sorting by rough set method. J. Digit. Content Technol. its Appl. 4 (7) (2010)
Xiaoxiang Zheng, Jia Jia, Yaoyao Hao, Shaomin Zhang, Weidong Chen, Jianhua Dai
Probabilistic neural network based motor cortical decoding method and hardware implementation. CACSD (2010)
Jianhua Dai, Xiaochun Liu, Shaomin Zhang, Huaijian Zhang, Qing Xu, Weidong Chen, Xiaoxiang Zheng
Continuous Neural Decoding Method Based on General Regression Neural Network. J. Digit. Content Technol. its Appl. 4 (8) (2010)
Ning Deng, Yingke Xu, Deyu Sun, Panfang Hua, Xiaoxiang Zheng, Huilong Duan
Image Processing for Fusion Identification Between the GLUT4 Storage Vesicles and the Plasma Membrane. J. Signal Process. Syst. 54 (1-3) (2009)
Shunren Xia, Hang Chen, Huilong Duan, Xiaoxiang Zheng
The Innovative Practice System of BME Program at Zhejiang University. BMEI (2009)
Jianhua Dai, Xiaochun Liu, Shaomin Zhang, Huaijian Zhang, Yu Yi, Qingbo Wang, Yu Su, Weidong Chen, Xiaoxiang Zheng
Analysis of Neuronal Ensembles Encoding Model in Invasive Brain-computer Interface Study using Radial-Basis-Function Networks. GrC (2008)
Jianhua Dai, Xiaochun Liu, Shaomin Zhang, Huaijian Zhang, Yi Yu, Xiaoxiang Zheng
Neuronal Spike Sorting Based on 2-Stage RBF Networks. FGCN (3: BSBT) (2008)
Jianhua Dai, Xiaochun Liu, Yu Yi, Huaijian Zhang, Jingjing Wang, Shaomin Zhang, Xiaoxiang Zheng
Experimental Study on Neuronal Spike Sorting Methods. FGCN (2) (2008)
Shaomin Zhang, Raymond K. Y. Tong, Hengyi Zhang, Xiaoling Hu, Xiaoxiang Zheng
A pilot studies in dynamic profile of multi parameters of EEG in a rat model of transient middle cerebral artery occlusion. EMBC (2006)
Gangmin Ning, Jie Su, Yingqi Li, Xiaoying Wang, Chenghong Li, Weimin Yan, Xiaoxiang Zheng
Artificial neural network based model for cardiovascular risk stratification in hypertension. Medical Biol. Eng. Comput. 44 (3) (2006)
Ning Feng, Gangmin Ning, Xiaoxiang Zheng
A framework for simulating axon guidance. Neurocomputing 68 (2005)
Dihui Hong, Gangmin Ning, Ting Zhao, Mu Zhang, Xiaoxiang Zheng
Method of normal estimation based on approximation for visualization. J. Electronic Imaging 12 (3) (2003)