成果/Result
- FREQUENCY RECOGNITION IN SSVEP-BASED BCI USING MULTISET CANONICAL CORRELATION ANALYSIS被引量：301收藏
- 作者：Zhang, Yu Zhou, Guoxu Jin, Jing Wang, Xingyu Cichocki, Andrzej
- 机构：E China Univ Sci & Technol;RIKEN;Polish Acad Sci
- 来源：INTERNATIONAL JOURNAL OF NEURAL SYSTEMS 2014
- 关键词：Brain-computer interface (BCI) electroencephalogram (EEG) multiset canonical correlation analysis (MsetCCA) steady-state visual evoked potential (SSVEP)
- AGGREGATION OF SPARSE LINEAR DISCRIMINANT ANALYSES FOR EVENT-RELATED POTENTIAL CLASSIFICATION IN BRAIN-COMPUTER INTERFACE被引量：229收藏
- 作者：Zhang, Yu Zhou, Guoxu Jin, Jing Zhao, Qibin Wang, Xingyu Cichocki, Andrzej
- 机构：E China Univ Sci & Technol;RIKEN Brain Sci Inst;Polish Acad Sci
- 来源：INTERNATIONAL JOURNAL OF NEURAL SYSTEMS 2014
- 关键词：Aggregation brain-computer interface (BCI) electroencephalogram (EEG) event-related potential (ERP) sparse linear discriminant analysis
- L1-Regularized Multiway Canonical Correlation Analysis for SSVEP-Based BCI被引量：224收藏
- 作者：Zhang, Yu Zhou, Guoxu Jin, Jing Wang, Minjue Wang, Xingyu Cichocki, Andrzej
- 机构：E China Univ Sci & Technol;RIKEN;Polish Acad Sci
- 来源：IEEE TRANSACTIONS ON NEURAL SYSTEMS AND REHABILITATION ENGINEERING 2013
- 关键词：Brain-computer interface (BCI) electroencephalogram (EEG) 11-regularization multiway canonical correlation analysis (MCCA) steady-state visual evoked potential (SSVEP)
- Optimizing spatial patterns with sparse filter bands for motor-imagery based brain-computer interface被引量：220收藏
- 作者：Zhang, Yu Zhou, Guoxu Jin, Jing Wang, Xingyu Cichocki, Andrzej
- 机构：E China Univ Sci & Technol;RIKEN Brain Sci Inst;Polish Acad Sci
- 来源：JOURNAL OF NEUROSCIENCE METHODS 2015
- 关键词：Brain-computer interface (BCI) Common spatial pattern (CSP) Electroencephalogram (EEG) Motor imagery (MI) Sparse regression
- Sparse Bayesian Classification of EEG for Brain-Computer Interface被引量：211收藏
- 作者：Zhang, Yu Zhou, Guoxu Jin, Jing Zhao, Qibin Wang, Xingyu Cichocki, Andrzej
- 机构：East China Univ Sci & Technol;RIKEN Brain Sci Inst;Polish Acad Sci
- 来源：IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS 2016
- 关键词：Brain-computer interface (BCI) electroencephalogram (EEG) event-related potential (ERP) Laplace prior sparse Bayesian classification
- Multi-kernel extreme learning machine for EEG classification in brain-computer interfaces被引量：200收藏
- 作者：Zhang, Yu Wang, Yu Zhou, Guoxu Jin, Jing Wang, Bei Wang, Xingyu Cichocki, Andrzej
- 机构：East China Univ Sci & Technol;Shanghai Ruanzhong Informat Technol Co Ltd;Guangdong Univ Technol;RIKEN;Skolkovo Inst Sci & Technol SKOLTECH
- 来源：EXPERT SYSTEMS WITH APPLICATIONS 2018
- 关键词：Brain-computer interface Electroencephalogram Extreme learning machine Multi-kernel learning Motor imagery
- Distributed filtering under false data injection attacks被引量：186收藏
- 作者：Yang, Wen Zhang, Yu Chen, Guanrong Yang, Chao Shi, Ling
- 机构：East China Univ Sci & Technol;City Univ Hong Kong;Hong Kong Univ Sci & Technol
- 来源：AUTOMATICA 2019
- 关键词：Distributed estimation Modified algebraic Riccati equation False data injection attack Wireless sensor network
- Linked Component Analysis From Matrices to High-Order Tensors: Applications to Biomedical Data被引量：163收藏
- 作者：Zhou, Guoxu Zhao, Qibin Zhang, Yu Adali, Tulay Xie, Shengli Cichocki, Andrzej
- 机构：Guangdong Univ Technol;RIKEN;E China Univ Sci & Technol;Univ Maryland Baltimore Cty;Guangdong Univ Technol
- 来源：PROCEEDINGS OF THE IEEE 2016
- 关键词：Analysis of multirelational data constrained Tucker decompositions for multiblock data CP (CANdeCOMP/PARAFAC) decompositions data fusion group and joint independent component analysis independent vector analysis (IVA) (multilinear) independent component analysis (multiway) blind source separation (BSS) nonnegative/sparse matrix/tensor factorizations
- Sparse Bayesian Learning for Obtaining Sparsity of EEG Frequency Bands Based Feature Vectors in Motor Imagery Classification被引量：161收藏
- 作者：Zhang, Yu Wang, Yu Jin, Jing Wang, Xingyu
- 机构：East China Univ Sci & Technol;Shanghai Ruanzhong Informat Technol Co Ltd
- 来源：INTERNATIONAL JOURNAL OF NEURAL SYSTEMS 2017
- 关键词：Brain-computer interface common spatial pattern electroencephalogram frequency band motor imagery sparse Bayesian learning
- A Novel EOG/EEG Hybrid Human-Machine Interface Adopting Eye Movements and ERPs: Application to Robot Control被引量：158收藏
- 作者：Ma, Jiaxin Zhang, Yu Cichocki, Andrzej Matsuno, Fumitoshi
- 机构：Kyoto Univ;E China Univ Sci & Technol;RIKEN Brain Sci Inst;Polish Acad Sci
- 来源：IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING 2015
- 关键词：Electroencephalogram (EEG) electrooculogram (EOG) event-related potential (ERP) human-machine interface (HMI) robot control
- Group Component Analysis for Multiblock Data: Common and Individual Feature Extraction被引量：148收藏
- 作者：Zhou, Guoxu Cichocki, Andrzej Zhang, Yu Mandic, Danilo P.
- 机构：Guangdong Univ Technol;RIKEN Brain Sci Inst;RIKEN Brain Sci Inst;Polish Acad Sci;Skolkovo Inst Sci & Technol SKOLTECH
- 来源：IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS 2016
- 关键词：Classification clustering common and individual feature extraction (CIFE) linked blind source separation (BSS)
- A novel BCI based on ERP components sensitive to configural processing of human faces被引量：131收藏
- 作者：Zhang, Yu Zhao, Qibin Jin, Jing Wang, Xingyu Cichocki, Andrzej
- 机构：E China Univ Sci & Technol;RIKEN;Polish Acad Sci PAN
- 来源：JOURNAL OF NEURAL ENGINEERING 2012
- 关键词：Feature extraction - Interfaces (computer) - Discriminant analysis
- Discriminative Feature Extraction via Multivariate Linear Regression for SSVEP-Based BCI被引量：119收藏
- 作者：Wang, Haiqiang Zhang, Yu Waytowich, Nicholas R. Krusienski, Dean J. Zhou, Guoxu Jin, Jing Wang, Xingyu Cichocki, Andrzej
- 机构：E China Univ Sci & Technol;Old Dominion Univ;RIKEN;Skolkowo Inst Sci & Technol
- 来源：IEEE TRANSACTIONS ON NEURAL SYSTEMS AND REHABILITATION ENGINEERING 2016
- 关键词：Brain-computer interface (BCI) canonical correlation analysis (CCA) electroencephalogram (EEG) multivariate linear regression (MLR) steady-state visual evoked potential (SSVEP)
- A P300 Brain-Computer Interface Based on a Modification of the Mismatch Negativity Paradigm被引量：118收藏
- 作者：Jin, Jing Sellers, Eric W. Zhou, Sijie Zhang, Yu Wang, Xingyu Cichocki, Andrzej
- 机构：E China Univ Sci & Technol;E Tennessee State Univ;RIKEN;Polish Acad Sci
- 来源：INTERNATIONAL JOURNAL OF NEURAL SYSTEMS 2015
- 关键词：Brain computer interface event-related potentials mismatch negativity
- Spatial-Temporal Discriminant Analysis for ERP-Based Brain-Computer Interface被引量：115收藏
- 作者：Zhang, Yu Zhou, Guoxu Zhao, Qibin Jin, Jing Wang, Xingyu Cichocki, Andrzej
- 机构：E China Univ Sci & Technol;RIKEN Brain Sci Inst;Polish Acad Sci
- 来源：IEEE TRANSACTIONS ON NEURAL SYSTEMS AND REHABILITATION ENGINEERING 2013
- 关键词：Brain-computer interface (BCI) electroencephalogram (EEG) event-related potential (ERP) linear discriminant analysis (LDA) spatial-temporal discriminant analysis (STDA)
- A new hybrid BCI paradigm based on P300 and SSVEP被引量：114收藏
- 作者：Wang, Minjue Daly, Ian Allison, Brendan Z. Jin, Jing Zhang, Yu Chen, Lanlan Wang, Xingyu
- 机构：E China Univ Sci & Technol;Univ Reading;Univ Calif San Diego
- 来源：JOURNAL OF NEUROSCIENCE METHODS 2015
- 关键词：Brain-computer interface (BCI) Hybrid paradigm P300 SSVEP
- Improved SFFS method for channel selection in motor imagery based BCI被引量：110收藏
- 作者：Qiu, Zhaoyang Jin, Jing Lam, Hak-Keung Zhang, Yu Wang, Xingyu Cichocki, Andrzej
- 机构：East China Univ Sci & Technol;Kings Coll London;RIKEN;Polish Acad Sci
- 来源：NEUROCOMPUTING 2016
- 关键词：Brain-computer interface (BCI) Motor imagery Channels selection SFFS
- The Changing Face of P300 BCIs: A Comparison of Stimulus Changes in a P300 BCI Involving Faces, Emotion, and Movement被引量：106收藏
- 作者：Jin, Jing Allison, Brendan Z. Kaufmann, Tobias Kuebler, Andrea Zhang, Yu Wang, Xingyu Cichocki, Andrzej
- 机构：E China Univ Sci & Technol;Graz Univ Technol;Univ Wurzburg;RIKEN;Univ Calif San Diego
- 来源：PLOS ONE 2012
- AN ERP-BASED BCI USING AN ODDBALL PARADIGM WITH DIFFERENT FACES AND REDUCED ERRORS IN CRITICAL FUNCTIONS被引量：94收藏
- 作者：Jin, Jing Allison, Brendan Z. Zhang, Yu Wang, Xingyu Cichocki, Andrzej
- 机构：E China Univ Sci & Technol;Univ Calif San Diego;RIKEN;Polish Acad Sci
- 来源：INTERNATIONAL JOURNAL OF NEURAL SYSTEMS 2014
- 关键词：Brain computer interface event-related potentials multi-faces
- An optimized ERP brain-computer interface based on facial expression changes被引量：82收藏
- 作者：Jin, Jing Daly, Ian Zhang, Yu Wang, Xingyu Cichocki, Andrzej
- 机构：E China Univ Sci & Technol;Univ Reading;RIKEN
- 来源：JOURNAL OF NEURAL ENGINEERING 2014
- 关键词：event-related potentials brain-computer interface facial expression change
- SSVEP recognition using common feature analysis in brain-computer interface被引量：80收藏
- 作者：Zhang, Yu Zhou, Guoxu Jin, Jing Wang, Xingyu Cichocki, Andrzej
- 机构：E China Univ Sci & Technol;RIKEN;Polish Acad Sci
- 来源：JOURNAL OF NEUROSCIENCE METHODS 2015
- 关键词：Brain-computer interface (BCI) Electroencephalogram (EEG) Canonical correlation analysis (CCA) Common feature analysis (CFA) Steady-state visual evoked potential (SSVEP)
- A Novel Multilayer Correlation Maximization Model for Improving CCA-Based Frequency Recognition in SSVEP Brain-Computer Interface被引量：78收藏
- 作者：Jiao, Yong Zhang, Yu Wang, Yu Wang, Bei Jin, Jing Wang, Xingyu
- 机构：East China Univ Sci & Technol;Shanghai Ruanzhong Informat Technol Co Ltd
- 来源：INTERNATIONAL JOURNAL OF NEURAL SYSTEMS 2018
- 关键词：Brain-computer interface (BCI) electroencephalogram (EEG) steady-state visual evoked potential (SSVEP) canonical correlation analysis (CCA) multilayer correlation maximization (MCM)
- LASSO based stimulus frequency recognition model for SSVEP BCIs被引量：77收藏
- 作者：Zhang, Yu Jin, Jing Qing, Xiangyun Wang, Bei Wang, Xingyu
- 机构：E China Univ Sci & Technol
- 来源：BIOMEDICAL SIGNAL PROCESSING AND CONTROL 2012
- 关键词：Brain-computer interfaces (BCIs) Electroencephalogram (EEG) Least absolute shrinkage and selection operator (LASSO) Steady-state visual evoked potential (SSVEP) Time window (TW)
- Optimized Motor Imagery Paradigm Based on Imagining Chinese Characters Writing Movement被引量：67收藏
- 作者：Qiu, Zhaoyang Allison, Brendan Z. Jin, Jing Zhang, Yu Wang, Xingyu Li, Wei Cichocki, Andrzej
- 机构：East China Univ Sci & Technol;Univ Calif San Diego;Chinese Acad Sci;Tianjin Univ;Calif State Coll Bakersfield
- 来源：IEEE TRANSACTIONS ON NEURAL SYSTEMS AND REHABILITATION ENGINEERING 2017
- 关键词：Motor imagery brain-computer interface (BCI) CSP paradigm
- Sparse Bayesian multiway canonical correlation analysis for EEG pattern recognition被引量：50收藏
- 作者：Zhang, Yu Zhou, Guoxu Jin, Jing Zhang, Yangsong Wang, Xingyu Cichocki, Andrzej
- 机构：East China Univ Sci & Technol;Guangdong Univ Technol;Southwest Univ Sci & Technol;RIKEN Brain Sci Inst
- 来源：NEUROCOMPUTING 2017
- 关键词：Brain-computer interface (BCI) Electroencephalogram (EEG) Multiway canonical correlation analysis (MCCA) Sparse Bayesian learning Steady-state visual evoked potential (SSVEP)
- Fast nonnegative tensor factorization based on accelerated proximal gradient and low-rank approximation被引量：50收藏
- 作者：Zhang, Yu Zhou, Guoxu Zhao, Qibin Cichocki, Andrzej Wang, Xingyu
- 机构：E China Univ Sci & Technol;Guangdong Univ Technol;RIKEN;Skolkowo Inst Sci & Technol
- 来源：NEUROCOMPUTING 2016
- 关键词：CP (PARAFAC) decompositions Nonnegative tensor factorization Accelerated proximal gradient Low-rank approximation
- Robust frequency recognition for SSVEP-based BCI with temporally local multivariate synchronization index被引量：43收藏
- 作者：Zhang, Yangsong Guo, Daqing Xu, Peng Zhang, Yu Yao, Dezhong
- 机构：Southwest Univ Sci & Technol;Univ Elect Sci & Technol China;East China Univ Sci & Technol
- 来源：COGNITIVE NEURODYNAMICS 2016
- 关键词：Steady-state visual evoked potential (SSVEP) Brain-computer interface (BCI) Multivariate synchronization index (MSI) Temporally local information
- An adaptive neural network approach for operator functional state prediction using psychophysiological data被引量：36收藏
- 作者：Wang, Raofen Zhang, Yu Zhang, Liping
- 机构：Shanghai Univ Engn Sci;E China Univ Sci & Technol
- 来源：INTEGRATED COMPUTER-AIDED ENGINEERING 2016
- 关键词：Operator functional state electroencephalogram electrocardiogram differential evolution ant colony neural network
- Drowsiness detection by Bayesian-Copula Discriminant Classifier Based on EEG Signals During Daytime Short Nap被引量：35收藏
- 作者：Qian, Dong Wang, Bei Qing, Xiangyun Zhang, Tao Zhang, Yu Wang, Xingyu Nakamura, Masatoshi
- 机构：East China Univ Sci & Technol;Tsinghua Univ;Saga Univ
- 来源：IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING 2017
- 关键词：Bayesian-copula discriminant classifier (BCDC) daytime short nap drowsiness detection electroencephalogram (EEG) kernel density estimation (Kde)
- Whether generic model works for rapid ERP-based BCI calibration被引量：34收藏
- 作者：Jin, Jing Sellers, Eric W. Zhang, Yu Daly, Ian Wang, Xingyu Cichocki, Andrzej
- 机构：E China Univ Sci & Technol;E Tennessee State Univ;RIKEN;Graz Univ Technol
- 来源：JOURNAL OF NEUROSCIENCE METHODS 2013
- 关键词：Brain computer interface P300 Online training Generic model
