Yu Zhang

Publication Activity (10 Years)

Years Active: 2011-2024
Publications (10 Years): 38

Top Topics

Functional Connectivity

Component Analysis

Top Venues

Int. J. Neural Syst.

IEEE Trans. Neural Networks Learn. Syst.

IEEE Trans. Cybern.

Publications

Shuning Han, Zhe Sun, Kanhao Zhao, Feng Duan, Cesar F. Caiafa, Yu Zhang, Jordi Solé-Casals
An Insight Into Neurodegeneration: Harnessing Functional MRI Connectivity in the Diagnosis of Mild Cognitive Impairment. BIOSTEC (1) (2024)
Hao Jia, Shuning Han, Cesar F. Caiafa, Feng Duan, Yu Zhang, Zhe Sun, Jordi Solé-Casals
Enabling temporal-spectral decoding in multi-class single-side upper limb classification. Eng. Appl. Artif. Intell. 133 (2024)
Hao Jia, Zihao Huang, Cesar F. Caiafa, Feng Duan, Yu Zhang, Zhe Sun, Jordi Solé-Casals
Assessing the Potential of Data Augmentation in EEG Functional Connectivity for Early Detection of Alzheimer's Disease. Cogn. Comput. 16 (1) (2024)
Zhe Sun, Zhongyu Huang, Wangqi Zhao, Yu Zhang, Jianzhong Zhang
TMOVF: A Task-Agnostic Model Ownership Verification Framework. SMC (2023)
Wenlong Wang, Feifei Qi, David Paul Wipf, Chang Cai, Tianyou Yu, Yuanqing Li, Yu Zhang, Zhuliang Yu, Wei Wu
Sparse Bayesian Learning for End-to-End EEG Decoding. IEEE Trans. Pattern Anal. Mach. Intell. 45 (12) (2023)
Xiaobo Chen, Kaiyuan Wang, Zuoyong Li, Yu Zhang, Qiaolin Ye
A Novel Nonconvex Low-Rank Tensor Completion Approach for Traffic Sensor Data Recovery From Incomplete Measurements. IEEE Trans. Instrum. Meas. 72 (2023)
Hao Jia, Fan Feng, Cesar F. Caiafa, Feng Duan, Yu Zhang, Zhe Sun, Jordi Solé-Casals
Multi-Class Classification of Upper Limb Movements With Filter Bank Task-Related Component Analysis. IEEE J. Biomed. Health Informatics 27 (8) (2023)
Xuetong Wang, Rong Zhou, Kanhao Zhao, Alex D. Leow, Yu Zhang, Lifang He
Normative Modeling Via Conditional Variational Autoencoder and Adversarial Learning to Identify Brain Dysfunction in Alzheimer's Disease. ISBI (2023)
Zhe S. Chen, Prathamesh Kulkarni, Isaac R. Galatzer-Levy, Benedetta Bigio, Carla Nasca, Yu Zhang
Modern views of machine learning for precision psychiatry. Patterns 3 (11) (2022)
Yu Zhang, Han Zhang, Ehsan Adeli, Xiaobo Chen, Mingxia Liu, Dinggang Shen
Multiview Feature Learning With Multiatlas-Based Functional Connectivity Networks for MCI Diagnosis. IEEE Trans. Cybern. 52 (7) (2022)
Yu Zhang, Tao Zhou, Wei Wu, Hua Xie, Hongru Zhu, Guoxu Zhou, Andrzej Cichocki
Improving EEG Decoding via Clustering-Based Multitask Feature Learning. IEEE Trans. Neural Networks Learn. Syst. 33 (8) (2022)
Yuning Qiu, Guoxu Zhou, Yanjiao Wang, Yu Zhang, Shengli Xie
A Generalized Graph Regularized Non-Negative Tucker Decomposition Framework for Tensor Data Representation. IEEE Trans. Cybern. 52 (1) (2022)
Zhichao Jin, Guoxu Zhou, Daqi Gao, Yu Zhang
EEG classification using sparse Bayesian extreme learning machine for brain-computer interface. Neural Comput. Appl. 32 (11) (2020)
Yong Jiao, Yu Zhang, Xun Chen, Erwei Yin, Jing Jin, Xingyu Wang, Andrzej Cichocki
Sparse Group Representation Model for Motor Imagery EEG Classification. IEEE J. Biomed. Health Informatics 23 (2) (2019)
Yangsong Zhang, Erwei Yin, Fali Li, Yu Zhang, Daqing Guo, Dezhong Yao, Peng Xu
Hierarchical feature fusion framework for frequency recognition in SSVEP-based BCIs. Neural Networks 119 (2019)
Yu Zhang, Chang S. Nam, Guoxu Zhou, Jing Jin, Xingyu Wang, Andrzej Cichocki
Temporally Constrained Sparse Group Spatial Patterns for Motor Imagery BCI. IEEE Trans. Cybern. 49 (9) (2019)
Yong Jiao, Yu Zhang, Yu Wang, Bei Wang, Jing Jin, Xingyu Wang
A Novel Multilayer Correlation Maximization Model for Improving CCA-Based Frequency Recognition in SSVEP Brain-Computer Interface. Int. J. Neural Syst. 28 (4) (2018)
Yu Zhang, Yu Wang, Guoxu Zhou, Jing Jin, Bei Wang, Xingyu Wang, Andrzej Cichocki
Multi-kernel extreme learning machine for EEG classification in brain-computer interfaces. Expert Syst. Appl. 96 (2018)
Yu Zhang, Xiong Zhang, Han Sun, Xuefei Zhong, Zhaowen Fan
A Wearable Wireless fNIRS System. ICBBB (2018)
Wen Yang, Yu Zhang, Chao Yang, Zongyu Zuo, Xiaofan Wang
Online Power Scheduling for Distributed Filtering Over an Energy-Limited Sensor Network. IEEE Trans. Ind. Electron. 65 (5) (2018)
Dong Qian, Bei Wang, Xiangyun Qing, Tao Zhang, Yu Zhang, Xingyu Wang, Masatoshi Nakamura
Drowsiness Detection by Bayesian-Copula Discriminant Classifier Based on EEG Signals During Daytime Short Nap. IEEE Trans. Biomed. Eng. 64 (4) (2017)
Yu Zhang, Yu Wang, Jing Jin, Xingyu Wang
Sparse Bayesian Learning for Obtaining Sparsity of EEG Frequency Bands Based Feature Vectors in Motor Imagery Classification. Int. J. Neural Syst. 27 (2) (2017)
Minqiang Huang, Hanhan Zhang, Jing Jin, Yu Zhang, Xingyu Wang
A Comparison Between Two Motion-Onset Visual BCI Patterns: Diffusion vs Contraction. ISNN (2) (2017)
Yu Zhang, Guoxu Zhou, Jing Jin, Yangsong Zhang, Xingyu Wang, Andrzej Cichocki
Sparse Bayesian multiway canonical correlation analysis for EEG pattern recognition. Neurocomputing 225 (2017)
Jing Jin, Brendan Z. Allison, Yu Zhang, Yan Chen, Sijie Zhou, Yi Dong, Xingyu Wang, Andrzej Cichocki
Continuous use of ERP-based BCIs with different visual angles in ALS patients. CoRR (2017)
Hongyan Sun, Jing Jin, Yu Zhang, Bei Wang, Xingyu Wang
An Improved Visual-Tactile P300 Brain Computer Interface. ICONIP (2) (2017)
Guoxu Zhou, Qibin Zhao, Yu Zhang, Tülay Adali, Shengli Xie, Andrzej Cichocki
Linked Component Analysis From Matrices to High-Order Tensors: Applications to Biomedical Data. Proc. IEEE 104 (2) (2016)
Long Chen, Jing Jin, Ian Daly, Yu Zhang, Xingyu Wang, Andrzej Cichocki
Exploring Combinations of Different Color and Facial Expression Stimuli for Gaze-Independent BCIs. Frontiers Comput. Neurosci. 10 (2016)
Zhaoyang Qiu, Brendan Z. Allison, Jing Jin, Yu Zhang, Xingyu Wang, Wei Li, Andrzej Cichocki
Optimized motor imagery paradigm based on imagining Chinese characters writing movement. CoRR (2016)
Sijie Zhou, Long Chen, Yu Zhang, Jing Jin, Xingyu Wang
Exploring (C)overt attention for multi-objective gaze-independent BCIs, visual angle not exceeding 1 degree. CCIS (2016)
Guoxu Zhou, Andrzej Cichocki, Yu Zhang, Danilo P. Mandic
Group Component Analysis for Multiblock Data: Common and Individual Feature Extraction. IEEE Trans. Neural Networks Learn. Syst. 27 (11) (2016)
Zhaoyang Qiu, Jing Jin, Yu Zhang, Hongyan Sun, Xingyu Wang
Comparisons of three BCIs which do not rely on the visual modality. ICSAI (2016)
Zhaoyang Qiu, Jing Jin, Hak-Keung Lam, Yu Zhang, Xingyu Wang, Andrzej Cichocki
Improved SFFS method for channel selection in motor imagery based BCI. Neurocomputing 207 (2016)
Long Chen, Brendan Z. Allison, Yu Zhang, Xingyu Wang, Jing Jin
An Online Gaze-Independent BCI System Used Dummy Face with Eyes Only Region as Stimulus. HCI (13) (2016)
Yu Zhang, Guoxu Zhou, Qibin Zhao, Andrzej Cichocki, Xingyu Wang
Fast nonnegative tensor factorization based on accelerated proximal gradient and low-rank approximation. Neurocomputing 198 (2016)
Yu Zhang, Qibin Zhao, Guoxu Zhou, Jing Jin, Xingyu Wang, Andrzej Cichocki
Removal of EEG artifacts for BCI applications using fully Bayesian tensor completion. ICASSP (2016)
Yu Zhang, Guoxu Zhou, Jing Jin, Qibin Zhao, Xingyu Wang, Andrzej Cichocki
Sparse Bayesian Classification of EEG for Brain-Computer Interface. IEEE Trans. Neural Networks Learn. Syst. 27 (11) (2016)
Sijie Zhou, Long Chen, Jing Jin, Yu Zhang, Xingyu Wang
Exploring motion visual-evoked potentials for multi-objective gaze-independent brain-computer interfaces. ICSAI (2016)
Jing Jin, Eric W. Sellers, Sijie Zhou, Yu Zhang, Xingyu Wang, Andrzej Cichocki
A P300 Brain-Computer Interface Based on a Modification of the Mismatch Negativity Paradigm. Int. J. Neural Syst. 25 (3) (2015)
Jiaxin Ma, Yu Zhang, Andrzej Cichocki, Fumitoshi Matsuno
A Novel EOG/EEG Hybrid Human-Machine Interface Adopting Eye Movements and ERPs: Application to Robot Control. IEEE Trans. Biomed. Eng. 62 (3) (2015)
Guoxu Zhou, Qibin Zhao, Yu Zhang, Tülay Adali, Shengli Xie, Andrzej Cichocki
Linked Component Analysis from Matrices to High Order Tensors: Applications to Biomedical Data. CoRR (2015)
Huiping Hu, Jing Jin, Yu Zhang, Xingyu Wang
Design of a visual information-based brain-computer interface control system. ICNC (2015)
Jing Jin, Brendan Z. Allison, Yu Zhang, Xingyu Wang, Andrzej Cichocki
An ERP-Based BCI using an oddball Paradigm with Different Faces and Reduced errors in Critical Functions. Int. J. Neural Syst. 24 (8) (2014)
Yu Zhang, Guoxu Zhou, Jing Jin, Qibin Zhao, Xingyu Wang, Andrzej Cichocki
Aggregation of Sparse Linear Discriminant analyses for Event-Related potential Classification in Brain-Computer Interface. Int. J. Neural Syst. 24 (1) (2014)
Guoxu Zhou, Qibin Zhao, Yu Zhang, Andrzej Cichocki
Fast Nonnegative Tensor Factorization by Using Accelerated Proximal Gradient. ISNN (2014)
Yangsong Zhang, Li Dong, Rui Zhang, Dezhong Yao, Yu Zhang, Peng Xu
An Efficient Frequency Recognition Method Based on Likelihood Ratio Test for SSVEP-Based BCI. Comput. Math. Methods Medicine 2014 (2014)
Yu Zhang, Guoxu Zhou, Jing Jin, Xingyu Wang, Andrzej Cichocki
Frequency Recognition in SSVEP-Based BCI using Multiset Canonical Correlation Analysis. Int. J. Neural Syst. 24 (4) (2014)
Jiaxin Ma, Yu Zhang, Yunjun Nam, Andrzej Cichocki, Fumitoshi Matsuno
EOG/ERP hybrid human-machine interface for robot control. IROS (2013)
Li Wang, Xiong Zhang, Xuefei Zhong, Yu Zhang
Analysis and classification of speech imagery EEG for BCI. Biomed. Signal Process. Control. 8 (6) (2013)
Guoxu Zhou, Zhaoshui He, Yu Zhang, Qibin Zhao, Andrzej Cichocki
Canonical Polyadic Decomposition: From 3-way to N-Way. CIS (2012)
Yu Zhang, Qibin Zhao, Guoxu Zhou, Xingyu Wang, Andrzej Cichocki
Regularized CSP with Fisher's criterion to improve classification of single-trial ERPs for BCI. FSKD (2012)
Raofen Wang, Jianhua Zhang, Yu Zhang, Xingyu Wang
Assessment of human operator functional state using a novel differential evolution optimization based adaptive fuzzy model. Biomed. Signal Process. Control. 7 (5) (2012)
Yu Zhang, Jing Jin, Xiangyun Qing, Bei Wang, Xingyu Wang
LASSO based stimulus frequency recognition model for SSVEP BCIs. Biomed. Signal Process. Control. 7 (2) (2012)
Qibin Zhao, Akinari Onishi, Yu Zhang, Jianting Cao, Liqing Zhang, Andrzej Cichocki
A Novel Oddball Paradigm for Affective BCIs Using Emotional Faces as Stimuli. ICONIP (1) (2011)
Yu Zhang, Guoxu Zhou, Qibin Zhao, Akinari Onishi, Jing Jin, Xingyu Wang, Andrzej Cichocki
Multiway Canonical Correlation Analysis for Frequency Components Recognition in SSVEP-Based BCIs. ICONIP (1) (2011)
Jing Jin, Yu Zhang, Xingyu Wang
A Novel Combination of Time Phase and EEG Frequency Components for SSVEP-Based BCI. ICONIP (1) (2011)