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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, Universitat de les Illes Balears
Dirección de correo verificada de ifisc.uib-csic.es - Página principal
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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
13622011
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
8682013
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
8132012
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
5922013
Advances in photonic reservoir computing
G Van der Sande, D Brunner, MC Soriano
Nanophotonics 6 (3), 561-576, 2017
4082017
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
2432010
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
2082012
A fast machine learning model for ECG-based heartbeat classification and arrhythmia detection
M Alfaras, MC Soriano, S Ortín
Frontiers in Physics, 103, 2019
2002019
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
2002011
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
1702013
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
1622017
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
1612015
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
1442014
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
1402014
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
1382013
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
1242015
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
1132013
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
972011
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
952015
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
882008
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Artículos 1–20