Information processing using a single dynamical node as complex system L Appeltant, MC Soriano, G Van der Sande, J Danckaert, S Massar, ... Nature Communications 2, 468, 2011 | 1535 | 2011 |
Parallel photonic information processing at gigabyte per second data rates using transient states D Brunner, MC Soriano, CR Mirasso, I Fischer Nature Communications 4, 1364, 2013 | 955 | 2013 |
Photonic information processing beyond Turing: an optoelectronic implementation of reservoir computing L Larger, MC Soriano, D Brunner, L Appeltant, JM Gutierrez, L Pesquera, ... Optics Express 20 (3), 3241-3249, 2012 | 893 | 2012 |
Complex photonics: Dynamics and applications of delay-coupled semiconductors lasers MC Soriano, J García-Ojalvo, CR Mirasso, I Fischer Reviews of Modern Physics 85 (1), 421, 2013 | 629 | 2013 |
Advances in photonic reservoir computing G Van der Sande, D Brunner, MC Soriano Nanophotonics 6 (3), 561-576, 2017 | 492 | 2017 |
Permutation-information-theory approach to unveil delay dynamics from time-series analysis L Zunino, MC Soriano, I Fischer, OA Rosso, CR Mirasso Physical Review E 82 (4), 046212, 2010 | 257 | 2010 |
A fast machine learning model for ECG-based heartbeat classification and arrhythmia detection M Alfaras, MC Soriano, S Ortín Frontiers in Physics 7, 103, 2019 | 241 | 2019 |
Distinguishing chaotic and stochastic dynamics from time series by using a multiscale symbolic approach L Zunino, MC Soriano, OA Rosso Physical Review E 86 (4), 046210, 2012 | 220 | 2012 |
Time scales of a chaotic semiconductor laser with optical feedback under the lens of a permutation information analysis MC Soriano, L Zunino, OA Rosso, I Fischer, CR Mirasso IEEE Journal of Quantum Electronics 47 (2), 252-261, 2011 | 208 | 2011 |
Conditions for reservoir computing performance using semiconductor lasers with delayed optical feedback J Bueno, D Brunner, MC Soriano, I Fischer Optics express 25 (3), 2401-2412, 2017 | 185 | 2017 |
Optoelectronic reservoir computing: tackling noise-induced performance degradation MC Soriano, S Ortín, D Brunner, L Larger, CR Mirasso, I Fischer, ... Optics Express 21 (1), 12-20, 2013 | 184 | 2013 |
A unified framework for reservoir computing and extreme learning machines based on a single time-delayed neuron S Ortín, MC Soriano, L Pesquera, D Brunner, D San-Martín, I Fischer, ... Scientific reports 5 (1), 14945, 2015 | 181 | 2015 |
Delay-based reservoir computing: noise effects in a combined analog and digital implementation MC Soriano, S Ortín, L Keuninckx, L Appeltant, J Danckaert, L Pesquera, ... IEEE transactions on neural networks and learning systems 26 (2), 388-393, 2014 | 176 | 2014 |
Electrocardiogram classification using reservoir computing with logistic regression MA Escalona-Morán, MC Soriano, I Fischer, CR Mirasso IEEE Journal of Biomedical and health Informatics 19 (3), 892-898, 2014 | 159 | 2014 |
Reservoir computing with a single time-delay autonomous Boolean node ND Haynes, MC Soriano, DP Rosin, I Fischer, DJ Gauthier Physical Review E 91 (2), 020801, 2015 | 142 | 2015 |
Fast random bit generation using a chaotic laser: approaching the information theoretic limit N Oliver, MC Soriano, DW Sukow, I Fischer IEEE Journal of Quantum Electronics 49 (11), 910-918, 2013 | 142 | 2013 |
Information processing using transient dynamics of semiconductor lasers subject to delayed feedback K Hicke, M Escalona, D Brunner, MC Soriano, I Fischer, C Mirasso IEEE, 2013 | 121 | 2013 |
Assessing coupling dynamics from an ensemble of time series G Gómez-Herrero, W Wu, K Rutanen, MC Soriano, G Pipa, R Vicente Entropy 17 (4), 1958-1970, 2015 | 100 | 2015 |
Dynamics, correlation scaling, and synchronization behavior in rings of delay-coupled oscillators G Van der Sande, MC Soriano, I Fischer, CR Mirasso Physical Review E 77 (5), 055202, 2008 | 98 | 2008 |
Dynamics of a semiconductor laser with polarization rotated feedback and its utilization for random bit generation N Oliver, MC Soriano, DW Sukow, I Fischer Optics Letters 36 (23), 4632-4634, 2011 | 97 | 2011 |