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)
- 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)
- 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
- 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
- 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
- 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
- Continuous use of ERP-based BCIs with different visual angles in ALS patients被引量：64收藏
- 作者：Jin, Jing Allison, Brendan Z. Zhang, Yu Chen, Yan Zhou, Sijie Dong, Yi Wang, Xingyu Chchocki, Andrzej
- 机构： Key Laboratory of Advanced Control and Optimization for Chemical Processes; Department of Neurology; Department of Cognitive Science; Laboratory for Advanced Brain Signal Processing; Systems Research Institute PAS
- 来源：arXiv 2017
- 关键词：Brain - Neurodegenerative diseases - Neurons - Online systems
- An adaptive neural network approach for operator functional state prediction using psychophysiological data被引量：58收藏
- 作者：Wang, Raofen Zhang, Yu Zhang, Liping
- 机构： School of Electronic and Electrical Engineering; Key Laboratory of Advanced Control and Optimization for Chemical Procebes of Ministry of Education
- 来源：Integrated Computer-Aided Engineering 2015
- 关键词：Evolutionary algorithms - Electroencephalography - Forecasting - Heart - Safety engineering - Ant colony optimization - Benchmarking
- 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)
- 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)
- Furnace firing control: The key to extending your run length被引量：35收藏
- 作者：Vervust, Alexander J. Zhang, Yu Qian, Feng Reyniers, Pieter A. Schietekat, Carl M. Van Geem, Kevin M. Marin, Guy B.
- 机构： Laboratory for Chemical Technology; Key Laboratory of Advanced Control and Optimization
- 来源：AIChE Ethylene Producers Conference Proceedings 2015
- 关键词：Computational fluid dynamics - Heat flux
- Online Power Scheduling for Distributed Filtering Over an Energy-Limited Sensor Network被引量：34收藏
- 作者：Yang, Wen Zhang, Yu Yang, Chao Zuo, Zongyu Wang, Xiaofan
- 机构：East China Univ Sci & Technol;Beihang Univ;Shanghai Jiao Tong Univ
- 来源：IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS 2018
- 关键词：Distributed estimation modified algebraic Riccati equation power allocation wireless sensor network
- Impact of Radiation Models in Coupled Simulations of Steam Cracking Furnaces and Reactors被引量：33收藏
- 作者：Hu, Guihua Schietekat, Carl M. Zhang, Yu Qian, Feng Heynderickx, Geraldine Van Geem, Kevin M. Marin, Guy B.
- 机构：E China Univ Sci & Technol;Univ Ghent
- 来源：INDUSTRIAL & ENGINEERING CHEMISTRY RESEARCH 2015
- 关键词：Computational fluid dynamics - Cracks - One dimensional - Radiative transfer - Heat radiation - Steam cracking
- Fast nonnegative tensor factorization based on accelerated proximal gradient and low-rank approximation被引量：32收藏
- 作者：Zhang, Yu Zhou, Guoxu Zhao, Qibin Cichocki, Andrzej Wang, Xingyu
- 机构： Key Laboratory for Advanced Control and Optimization for Chemical Processes; School of Automation; Laboratory for Advanced Brain Signal Processing; Skolkowo Institute of Science and Technology
- 来源：Neurocomputing 2016
- 关键词：Approximation algorithms - Tensors - Approximation theory - Factorization
- 基于多神经网络模型的酯化反应软测量被引量：29收藏
- 作者：张宇 李柠 黄道
- 机构：华东理工大学自动化研究所
- 来源：《华东理工大学学报（自然科学版）》 2005
- 关键词：多模型 模糊C-均值聚类(FCM) 神经网络 软测量
- 摘要：对模糊C-均值聚类算法加以改进,将系统输入数据进行模糊划分,分成具有几个不同聚类中心的子集;继而引入到多模型建模过程中,针对每个子集建立相应的径向基函数(RBF)网络模型。而全局模型则由各个子模型的输出加权组合。最后通过...
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