Generalized alpha-beta divergences and their application to robust nonnegative matrix factorization A Cichocki, S Cruces, S Amari Entropy 13 (1), 134-170, 2011 | 293 | 2011 |
A novel LMS algorithm applied to adaptive noise cancellation JM Górriz, J Ramírez, S Cruces-Alvarez, CG Puntonet, EW Lang, ... IEEE Signal Processing Letters 16 (1), 34-37, 2008 | 151 | 2008 |
From blind signal extraction to blind instantaneous signal separation: criteria, algorithms, and stability SA Cruces-Alvarez, A Cichocki, S Amari IEEE Transactions on Neural Networks 15 (4), 859-873, 2004 | 132 | 2004 |
An iterative inversion approach to blind source separation S Cruces-Alvarez, A Cichocki, L Castedo-Ribas IEEE Transactions on Neural Networks 11 (6), 1423-1437, 2000 | 132 | 2000 |
Behavioral modeling and predistortion of power amplifiers under sparsity hypothesis J Reina-Tosina, M Allegue-Martínez, C Crespo-Cadenas, C Yu, S Cruces IEEE Transactions on Microwave Theory and Techniques 63 (2), 745-753, 2015 | 130 | 2015 |
Bounded component analysis of linear mixtures: A criterion of minimum convex perimeter S Cruces IEEE Transactions on Signal Processing 58 (4), 2141-2154, 2010 | 102 | 2010 |
Robust blind source separation algorithms using cumulants S Cruces, L Castedo, A Cichocki Neurocomputing 49 (1-4), 87-118, 2002 | 89 | 2002 |
Log-Determinant Divergences Revisited: Alpha-Beta and Gamma Log-Det Divergences A Cichocki, S Cruces, SI Amari Entropy 17 (5), 2988-3034, 2015 | 75 | 2015 |
Combining blind source extraction with joint approximate diagonalization: Thin algorithms for ICA SA Cruces Álvarez, A Cichocki 4th International Symposium on Independent Component Analysis and Blind …, 2003 | 61 | 2003 |
On a new blind signal extraction algorithm: different criteria and stability analysis SA Cruces-Alvarez, A Cichocki, SI Amari IEEE signal processing letters 9 (8), 233-236, 2002 | 44 | 2002 |
EEG signal processing in MI-BCI applications with improved covariance matrix estimators J Olias, R Martín-Clemente, MA Sarmiento-Vega, S Cruces IEEE Transactions on Neural Systems and Rehabilitation Engineering 27 (5 …, 2019 | 40 | 2019 |
Information theoretic approaches for motor-imagery BCI systems: review and experimental comparison R Martín-Clemente, J Olias, DB Thiyam, A Cichocki, S Cruces Entropy 20 (1), 7, 2018 | 37 | 2018 |
Novel blind source separation algorithms using cumulants S Cruces, L Castedo, A Cichocki 2000 IEEE International Conference on Acoustics, Speech, and Signal …, 2000 | 36 | 2000 |
The minimum support criterion for blind signal extraction: A limiting case of the strengthened young’s inequality S Cruces, I Durán Independent Component Analysis and Blind Signal Separation: Fifth …, 2004 | 33 | 2004 |
The minimum entropy and cumulants based contrast functions for blind source extraction S Cruces, A Cichocki, S Amari International Work-Conference on Artificial Neural Networks, 786-793, 2001 | 30 | 2001 |
Optimization of alpha-beta log-det divergences and their application in the spatial filtering of two class motor imagery movements DB Thiyam, S Cruces, J Olias, A Cichocki Entropy 19 (3), 89, 2017 | 28 | 2017 |
Bounded component analysis of noisy underdetermined and overdetermined mixtures S Cruces IEEE Transactions on Signal Processing 63 (9), 2279-2294, 2015 | 27 | 2015 |
Blind source extraction in gaussian noise S Cruces, A Cichocki, L Castedo Proceedings of the 2nd International Workshop on Independent Component …, 2000 | 27 | 2000 |
Criteria for the simultaneous blind extraction of arbitrary groups of sources S Cruces, A Cichocki, S Amari Proc. Int. Conf. on ICA and BSS, 740-745, 2001 | 26 | 2001 |
Blind separation of dependent sources with a bounded component analysis deflationary algorithm P Aguilera, S Cruces, I Durán-Díaz, A Sarmiento, DP Mandic IEEE Signal Processing Letters 20 (7), 709-712, 2013 | 24 | 2013 |