Adaptive Blind Signal and Image Processing (new revised and improved edition) A Cichocki, S Amari | 3629* | 2003 |
Nonnegative matrix and tensor factorization [lecture notes] A Cichocki, R Zdunek, S Amari IEEE signal processing magazine 25 (1), 142-145, 2007 | 3159 | 2007 |
A new learning algorithm for blind signal separation S Amari, A Cichocki, H Yang Advances in neural information processing systems 8, 1995 | 3149 | 1995 |
Neural Networks for Optimization and Signal Processing. 1993 A Cichocki, R Unbehauen Wiley, New York, 0 | 2858* | |
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 | 1888 | 2018 |
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 | 1521 | 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 | 1175 | 2010 |
Adaptive blind signal processing-neural network approaches S Amari, A Cichocki Proceedings of the IEEE 86 (10), 2026-2048, 1998 | 730 | 1998 |
Emotionmeter: A multimodal framework for recognizing human emotions WL Zheng, W Liu, Y Lu, BL Lu, A Cichocki IEEE transactions on cybernetics 49 (3), 1110-1122, 2018 | 721 | 2018 |
Fast local algorithms for large scale nonnegative matrix and tensor factorizations A Cichocki, AH Phan IEICE transactions on fundamentals of electronics, communications and …, 2009 | 665 | 2009 |
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 | 642 | 2005 |
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 | 586 | 2010 |
Families of alpha-beta-and gamma-divergences: Flexible and robust measures of similarities A Cichocki, S Amari Entropy 12 (6), 1532-1568, 2010 | 577 | 2010 |
Tensor networks for dimensionality reduction and large-scale optimization: Part 1 low-rank tensor decompositions A Cichocki, N Lee, I Oseledets, AH Phan, Q Zhao, DP Mandic Foundations and Trends® in Machine Learning 9 (4-5), 249-429, 2016 | 576* | 2016 |
Bayesian CP factorization of incomplete tensors with automatic rank determination Q Zhao, L Zhang, A Cichocki IEEE transactions on pattern analysis and machine intelligence 37 (9), 1751-1763, 2015 | 560 | 2015 |
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 | 490 | 2006 |
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 | 486 | 1997 |
Learning efficient tensor representations with ring-structured networks Q Zhao, M Sugiyama, L Yuan, A Cichocki ICASSP 2019-2019 IEEE international conference on acoustics, speech and …, 2019 | 484* | 2019 |
Stability analysis of learning algorithms for blind source separation S Amari, TP Chen, A Cichocki Neural Networks 10 (8), 1345-1351, 1997 | 482 | 1997 |
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 | 481 | 2010 |