Andrzej Cichocki

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Amari S*Verified email at brain.riken.jp
ANH-HUY PHANSKOLKOVO Institute of Science and TechnologyVerified email at skoltech.ru
Qibin ZhaoRIKEN AIPVerified email at postman.riken.jp
François VialatteInstitut pour la Pratique et l'Innovation en PSYchologie appliquéeVerified email at pi-psy.org
Rafal ZdunekPolitechnika WrocławskaVerified email at pwr.wroc.pl
Guoxu ZhouGuangdong University of TechnologyVerified email at ieee.org
Justin DauwelsDelft University of TechnologyVerified email at tudelft.nl
Jing JinFull Professor of East china of University of Science and TechnologyVerified email at ecust.edu.cn
Liqing Zhang （张丽清）Professor, Department of Computer Science, Shanghai Jiao Tong UniversityVerified email at cs.sjtu.edu.cn
Danilo MandicDepartment of Electrical and Electronic Engineering, Imperial College London, United KingdomVerified email at imperial.ac.uk
Yu ZhangLehigh University, Stanford UniversityVerified email at lehigh.edu
Seungjin ChoiProfessor of Computer Science, Pohang University of Science and TechnologyVerified email at postech.ac.kr
Tomasz M. RutkowskiRIKEN AIP & The University of Tokyo & Nicolaus Copernicus UniversityVerified email at bci-lab.info
Hovagim BakardjianProject Leader, Institute of Memory and Alzheimer’s Disease, Pitié-Salpêtrière University HospitalVerified email at icm-institute.org
Petr TichavskyInstitute of Information Theory and AutomationVerified email at utia.cas.cz
Cesar F. CaiafaIndependent Researcher at CONICET - Adjunct Professor at University of Buenos AiresVerified email at iar.unlp.edu.ar
Toshihisa TanakaTokyo University of Agriculture and TechnologyVerified email at cc.tuat.ac.jp
Pando GeorgievStevens Institute of TechnologyVerified email at stevens.edu
Sergio CrucesProfessor, Universidad de Sevilla (University of Seville)Verified email at us.es
Jordi Solé-CasalsFull Professor at the University of Vic - Central University of CataloniaVerified email at uvic.cat

Andrzej Cichocki

SKOLKOVO Institute of Science and Technology, Nicolaus Copernicus University UMK, Poland Systems

Verified email at skoltech.ru - Homepage

Biomedical Signal Processing Brain_Machine_Interface Tensor decomposition Tensors Tensor Networks


Title Sort by citations Sort by year Sort by title	Cited by Cited by	Year
Adaptive Blind Signal and Image Processing (new revised and improved edition) A Cichocki, S Amari	3439*	2003
A new learning algorithm for blind signal separation S Amari, A Cichocki, HH Yang Advances in neural information processing systems, 757-763, 1996	2987	1996
Neural networks for optimization and signal processing A Cochocki, R Unbehauen John Wiley & Sons, Inc., 1993	2534	1993
Nonnegative matrix and tensor factorizations: applications to exploratory multi-way data analysis and blind source separation A Cichocki, R Zdunek, AH Phan, S Amari John Wiley & Sons, 2009	2349	2009
Tensor decompositions for signal processing applications: From two-way to multiway component analysis A Cichocki, D Mandic, L De Lathauwer, G Zhou, Q Zhao, C Caiafa, ... IEEE signal processing magazine 32 (2), 145-163, 2015	1029	2015
Steady-state visually evoked potentials: focus on essential paradigms and future perspectives FB Vialatte, M Maurice, J Dauwels, A Cichocki Progress in neurobiology 90 (4), 418-438, 2010	902	2010
A review of classification algorithms for EEG-based brain–computer interfaces: a 10 year update F Lotte, L Bougrain, A Cichocki, M Clerc, M Congedo, A Rakotomamonjy, ... Journal of neural engineering 15 (3), 031005, 2018	789	2018
Adaptive blind signal processing-neural network approaches S Amari, A Cichocki Proceedings of the IEEE 86 (10), 2026-2048, 1998	710	1998
Blind source separation and independent component analysis: A review S Choi, A Cichocki, HM Park, SY Lee Neural Information Processing-Letters and Reviews 6 (1), 1-57, 2005	552	2005
Stability analysis of learning algorithms for blind source separation S Amari, TP Chen, A Cichocki Neural Networks 10 (8), 1345-1351, 1997	476	1997
Multichannel blind deconvolution and equalization using the natural gradient S Amari, SC Douglas, A Cichocki, HH Yang First IEEE Signal Processing Workshop on Signal Processing Advances in …, 1997	471	1997
Fast local algorithms for large scale nonnegative matrix and tensor factorizations A Cichocki, AH Phan IEICE transactions on fundamentals of electronics, communications and …, 2009	460	2009
Underdetermined blind source separation based on sparse representation Y Li, SI Amari, A Cichocki, DWC Ho, S Xie IEEE Transactions on signal processing 54 (2), 423-437, 2006	450	2006
Analysis of sparse representation and blind source separation Y Li, A Cichocki, S Amari Neural computation 16 (6), 1193-1234, 2004	433	2004
Families of alpha-beta-and gamma-divergences: Flexible and robust measures of similarities A Cichocki, S Amari Entropy 12 (6), 1532-1568, 2010	422	2010
Diagnosis of Alzheimer's disease from EEG signals: where are we standing? J Dauwels, F Vialatte, A Cichocki Current Alzheimer Research 7 (6), 487-505, 2010	421	2010
Sparse component analysis and blind source separation of underdetermined mixtures P Georgiev, F Theis, A Cichocki IEEE transactions on neural networks 16 (4), 992-996, 2005	419	2005
Robust neural networks with on-line learning for blind identification and blind separation of sources A Cichocki, R Unbehauen IEEE Transactions on Circuits and Systems I: Fundamental Theory and …, 1996	382	1996
A comparative study of synchrony measures for the early diagnosis of Alzheimer's disease based on EEG J Dauwels, F Vialatte, T Musha, A Cichocki NeuroImage 49 (1), 668-693, 2010	372	2010
Era of big data processing: A new approach via tensor networks and tensor decompositions A Cichocki arXiv preprint arXiv:1403.2048, 2014	360	2014

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