Urmăriți
Miguel C. Soriano (Miguel Cornelles Soriano) (ORCID:0000-0002-6140-8451)
Miguel C. Soriano (Miguel Cornelles Soriano) (ORCID:0000-0002-6140-8451)
Researcher at IFISC, Spanish Research Council
Adresă de e-mail confirmată pe ifisc.uib-csic.es - Pagina de pornire
Titlu
Citat de
Citat de
Anul
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
17262011
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
10492013
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
9722012
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), 421-470, 2013
6582013
Advances in photonic reservoir computing
G Van der Sande, D Brunner, MC Soriano
Nanophotonics 6 (3), 561-576, 2017
5642017
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
2832019
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
2702010
Distinguishing chaotic and stochastic dynamics from time series by using a multiscale symbolic approach
L Zunino, MC Soriano, OA Rosso
Physical Review E—Statistical, Nonlinear, and Soft Matter Physics 86 (4 …, 2012
2322012
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
2162011
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
2062017
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
2042015
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
1972013
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
1902014
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
1722014
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
1532015
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
1482013
Opportunities in quantum reservoir computing and extreme learning machines
P Mujal, R Martínez-Peña, J Nokkala, J García-Beni, GL Giorgi, ...
Advanced Quantum Technologies 4 (8), 2100027, 2021
1362021
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
1302013
Gaussian states of continuous-variable quantum systems provide universal and versatile reservoir computing
J Nokkala, R Martínez-Peña, GL Giorgi, V Parigi, MC Soriano, R Zambrini
Communications Physics 4 (1), 53, 2021
1062021
Photonic reservoir computing
D Brunner, MC Soriano, G Van der Sande
De Gruyter 8, 19, 2019
1052019
Sistemul nu poate realiza operația în acest moment. Încercați din nou mai târziu.
Articole 1–20