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)
- 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)
- 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
- 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)
- 脑控:基于脑-机接口的人机融合控制被引量：92收藏
- 作者：王行愚 金晶 张宇 王蓓
- 机构：华东理工大学信息科学与工程学院化工过程先进控制和优化技术教育部重点实验室
- 来源：《自动化学报》 2013
- 关键词：脑控 脑-机接口 人机融合控制 脑电信号
- 摘要：近年来,一类被称之为脑控的新型控制系统发展迅速,这是一种基于脑-机接口(Brain-computer interface,BCI)的人机融合控制系统,也是一种基于人的意念和思维的控制系统.脑控系统已被成功应用于残疾人的生...
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- 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
- 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)
- SincNet-Based Hybrid Neural Network for Motor Imagery EEG Decoding被引量：69收藏
- 作者：Liu, Chang Jin, Jing Daly, Ian Li, Shurui Sun, Hao Huang, Yitao Wang, Xingyu Cichocki, Andrzej
- 机构：East China Univ Sci & Technol;East China Univ Sci & Technol;Univ Essex;Skolkovo Inst Sci & Technol SKOLTECH;Polish Acad Sci
- 来源：IEEE TRANSACTIONS ON NEURAL SYSTEMS AND REHABILITATION ENGINEERING 2022
- 关键词：Electroencephalography Feature extraction Convolution Kernel Convolutional neural networks Filter banks Task analysis Brain-computer interface motor imagery SincNet neural network gated recurrent unit
