Andrzej Cichocki
Andrzej Cichocki
SKOLKOVO Institute of Science and Technology, Nicolaus Copernicus University UMK, Poland Systems
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Adaptive Blind Signal and Image Processing (new revised and improved edition)
A Cichocki, S Amari
A new learning algorithm for blind signal separation
S Amari, A Cichocki, HH Yang
Advances in neural information processing systems, 757-763, 1996
Neural Networks for Optimization and Signal Processing. 1993
A Cichocki, R Unbehauen
Wiley, New York, 0
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
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
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
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
Adaptive blind signal processing-neural network approaches
S Amari, A Cichocki
Proceedings of the IEEE 86 (10), 2026-2048, 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
Fast local algorithms for large scale nonnegative matrix and tensor factorizations
A Cichocki, AH Phan
IEICE transactions on fundamentals of electronics, communications and …, 2009
Stability analysis of learning algorithms for blind source separation
S Amari, TP Chen, A Cichocki
Neural Networks 10 (8), 1345-1351, 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
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
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
Families of alpha-beta-and gamma-divergences: Flexible and robust measures of similarities
A Cichocki, S Amari
Entropy 12 (6), 1532-1568, 2010
Analysis of sparse representation and blind source separation
Y Li, A Cichocki, S Amari
Neural computation 16 (6), 1193-1234, 2004
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
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
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
Era of big data processing: A new approach via tensor networks and tensor decompositions
A Cichocki
arXiv preprint arXiv:1403.2048, 2014
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