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)
- Temporally Constrained Sparse Group Spatial Patterns for Motor Imagery BCI被引量：275收藏
- 作者：Zhang, Yu Nam, Chang S. Zhou, Guoxu Jin, Jing Wang, Xingyu Cichocki, Andrzej
- 机构：Stanford Univ;North Carolina State Univ;Guangdong Univ Technol;East China Univ Sci & Technol;Skolkowo Inst Sci & Technol
- 来源：IEEE TRANSACTIONS ON CYBERNETICS 2019
- 关键词：Brain-computer interface (BCI) electroencephalogram (EEG) motor imagery (MI) sparse group spatial pattern temporal constraint
- Correlation-based channel selection and regularized feature optimization for MI-based BCI被引量：272收藏
- 作者：Jin, Jing Miao, Yangyang Daly, Ian Zuo, Cili Hu, Dewen Cichocki, Andrzej
- 机构：East China Univ Sci & Technol;Univ Essex;Natl Univ Def Technol;Skolkowo Inst Sci & Technol SKOLTECH;Syst Res Inst PAS
- 来源：NEURAL NETWORKS 2019
- 关键词：Brain-computer interface (BCI) Electroencephalogram (EEG) Motor imagery (MI) Common spatial pattern (CSP) Channel selection Support vector machine (SVM)
- Internal Feature Selection Method of CSP Based on L1-Norm and Dempster-Shafer Theory被引量：241收藏
- 作者：Jin, Jing Xiao, Ruocheng Daly, Ian Miao, Yangyang Wang, Xingyu Cichocki, Andrzej
- 机构：East China Univ Sci & Technol;Univ Essex;Skolkovo Inst Sci & Technol Skoltech;Nicolaus Copernicus Univ UMK
- 来源：IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS 2021
- 关键词：Feature extraction Linear programming Electroencephalography Optimization Eigenvalues and eigenfunctions Covariance matrices Learning systems Brain-computer interface (BCI) common spatial pattern (CSP) feature selection motor imagery (MI) spatial filtering
- 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
- 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
- Sparse Group Representation Model for Motor Imagery EEG Classification被引量：157收藏
- 作者：Jiao, Yong Zhang, Yu Chen, Xun Yin, Erwei Jin, Jing Wang, Xingyu Cichocki, Andrzej
- 机构：East China Univ Sci & Technol;Stanford Univ;Univ Sci & Technol China;Acad Mil Sci China;Skolkowo Inst Sci & Technol
- 来源：IEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS 2019
- 关键词：Brain-computer interface (BCI) electroencephalogram (EEG) motor imagery (MI) sparse group representation model (SGRM) common spatial pattern (CSP)
- Robust Similarity Measurement Based on a Novel Time Filter for SSVEPs Detection被引量：141收藏
- 作者：Jin, Jing Wang, Zhiqiang Xu, Ren Liu, Chang Wang, Xingyu Cichocki, Andrzej
- 机构：East China Univ Sci & Technol;Guger Technol OG;Skolkovo Inst Sci & Technol Skoltech;Nicolaus Copernicus Univ UMK
- 来源：IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS 2023
- 关键词：Time measurement Training Task analysis Correlation Visualization Steady-state Linear programming Brain-computer interface(BCI) similarity measurement steady-state visual evoked potential (SSVEP) task-related component analysis (TRCA) time filter
- An adaptive P300-based control system被引量：139收藏
- 作者：Jin, Jing Allison, Brendan Z. Sellers, Eric W. Brunner, Clemens Horki, Petar Wang, Xingyu Neuper, Christa
- 机构：E China Univ Sci & Technol;Graz Univ Technol;E Tennessee State Univ;Graz Univ
- 来源：JOURNAL OF NEURAL ENGINEERING 2011
- 关键词：Interfaces (computer) - Adaptive control systems
- 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
- Towards correlation-based time window selection method for motor imagery BCIs被引量：126收藏
- 作者：Feng, Jiankui Yin, Erwei Jin, Jing Saab, Rami Daly, Ian Wang, Xingyu Hu, Dewen Cichocki, Andrzej
- 机构：East China Univ Sci & Technol;Acad Mil Sci China;Univ Essex;Natl Univ Def Technol;RIKEN
- 来源：NEURAL NETWORKS 2018
- 关键词：Brain-computer interface Correlation Feature extraction Time window selection Common spatial pattern
- 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
- Bispectrum-Based Channel Selection for Motor Imagery Based Brain-Computer Interfacing被引量：113收藏
- 作者：Jin, Jing Liu, Chang Daly, Ian Miao, Yangyang Li, Shurui Wang, Xingyu Cichocki, Andrzej
- 机构：East China Univ Sci & Technol;Univ Essex;Skolkovo Inst Sci & Technol Skoltech;Nicolaus Copernicus Univ UMK
- 来源：IEEE TRANSACTIONS ON NEURAL SYSTEMS AND REHABILITATION ENGINEERING 2020
- 关键词：Brain-computer interface motor imagery electroencephalogram (EEG) bispectrum analysis channel selection
- 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 Study of Generic Model Set for Reducing Calibration Time in P300-Based Brain-Computer Interface被引量：108收藏
- 作者：Jin, Jing Li, Shurui Daly, Ian Miao, Yangyang Liu, Chang Wang, Xingyu Cichocki, Andrzej
- 机构：East China Univ Sci & Technol;Univ Essex;Skolkovo Inst Sci & Technol SKOLTECH;RIKEN;Nicolaus Copernicus Univ UMK
- 来源：IEEE TRANSACTIONS ON NEURAL SYSTEMS AND REHABILITATION ENGINEERING 2020
- 关键词：P300 speller brain computer interface WLDA generic model set matching method online training strategy
- 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
- Developing a Novel Tactile P300 Brain-Computer Interface With a Cheeks-Stim Paradigm被引量：99收藏
- 作者：Jin, Jing Chen, Zongmei Xu, Ren Miao, Yangyang Wang, Xingyu Jung, Tzyy-Ping
- 机构：East China Univ Sci & Technol;Guger Technol OG;Univ Calif
- 来源：IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING 2020
- 关键词：Electroencephalography Electrodes Visualization Feature extraction Wrist Vibrations Band-pass filters Brain-computer interface (BCI) cheeks P300 vibrotactile stimuli
- Learning Common Time-Frequency-Spatial Patterns for Motor Imagery Classification被引量：97收藏
- 作者：Miao, Yangyang Jin, Jing Daly, Ian Zuo, Cili Wang, Xingyu Cichocki, Andrzej Jung, Tzyy-Ping
- 机构：East China Univ Sci & Technol;Univ Essex;Skolkovo Inst Sci & Technol;Nicolaus Copernicus Univ UMK;Univ Calif San Diego
- 来源：IEEE TRANSACTIONS ON NEURAL SYSTEMS AND REHABILITATION ENGINEERING 2021
- 关键词：Electroencephalography Feature extraction Spatial filters Support vector machines Time-frequency analysis Task analysis Training Common spatial patterns (CSP) motor imagery (MI) electroencephalogram (EEG) brain-computer interface (BCI)
- 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
- Discriminative Canonical Pattern Matching for Single-Trial Classification of ERP Components被引量：93收藏
- 作者：Xiao, Xiaolin Xu, Minpeng Jin, Jing Wang, Yijun Jung, Tzyy-Ping Ming, Dong
- 机构：Tianjin Univ;Tianjin Univ;East China Univ Sci & Technol;Chinese Acad Sci;Univ Calif
- 来源：IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING 2020
- 关键词：Electroencephalography Band-pass filters Electrodes Visualization Classification algorithms Training Electric potential Brain-computer interface (BCI) electroencephalogram (EEG) single-trial classification event-related potential (ERP) discriminative canonical pattern matching (DCPM)
- 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
- Optimized stimulus presentation patterns for an event-related potential EEG-based brain-computer interface被引量：81收藏
- 作者：Jin, Jing Allison, Brendan Z. Sellers, Eric W. Brunner, Clemens Horki, Petar Wang, Xingyu Neuper, Christa
- 机构：E China Univ Sci & Technol;Graz Univ Technol;E Tennessee State Univ
- 来源：MEDICAL & BIOLOGICAL ENGINEERING & COMPUTING 2011
- 关键词：Brain-computer interface P300 event-related potential Flash pattern EEG
- 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)
