Miguel Cornelles Soriano (M. C. Soriano, Miguel C. Soriano) (ORCID:0000-0002-6140-8451)

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Ingo FischerProfessor at IFISC, Palma de Mallorca, SpainVerified email at ifisc.uib-csic.es
Claudio R. MirassoFull Professor, Universitat Illes Balears, Instituto de Física Interdisciplinar y Sistemas ComplejosVerified email at ifisc.uib-csic.es
Daniel BrunnerCNRS researcher, FEMTO-ST, Optics department, BesanconVerified email at femto-st.fr
Jan DanckaertVrije Universiteit BrusselVerified email at vub.ac.be
Luciano Zunino (L. Zunino)Independent Researcher at CIOp (CONICET - CIC - UNLP), ArgentinaVerified email at ciop.unlp.edu.ar
Xavier PorteMarie Skłodowska Curie Fellow, FEMTO-ST Institute / University of Franche-ComtéVerified email at femto-st.fr
Laurent LargerFEMTO-ST, University of Franche-Comté, Physics professorVerified email at univ-fcomte.fr
Silvia OrtínPostdoctoral Researcher at IFISC, Universitat de les Illes BalearsVerified email at ifisc.uib-csic.es
Osvaldo Anibal RossoPrincipal Researcher, CONICET, ArgentinaVerified email at fibertel.com.ar
Pere ColetInstituto de Fisica Interdisciplinar y Sistemas Complejos, IFISC (CSIC-UIB)Verified email at ifisc.uib-csic.es
Joni DambreHoofddocent, Ghent UniversityVerified email at ugent.be
Roberta ZambriniIFISC (UIB-CSIC)Verified email at ifisc.uib-csic.es
Serge MassarUniversité libre de BruxellesVerified email at ulb.ac.be
Benjamin SchrauwenProfessor of Machine Learning, Ghent UniversityVerified email at ugent.be
Gian Luca Giorgi (ORCID:0000-0003-...Beatriz Galindo Distinguished Researcher, IFISC (UIB-CSIC), Palma de Mallorca, SpainVerified email at ifisc.uib-csic.es
Rodrigo Martínez-PeñaInstituto de Física Interdisciplinar y Sistemas Complejos (IFISC)Verified email at ifisc.uib-csic.es
Neus OliverUniversity of MünsterVerified email at uni-muenster.de
M. Escalona-MoránInstituto de Física Interdisciplinar y de Sistemas Complejos, UIB, SpainVerified email at ifisc.uib-csic.es
Jordi Garcia-OjalvoProfessor of Systems Biology, Universitat Pompeu Fabra, Barcelona, SpainVerified email at upf.edu
José M. GutiérrezResearch Professor, IFCA (CSIC - Universidad de Cantabria)Verified email at unican.es

Miguel Cornelles Soriano (M. C. Soriano, Miguel C. Soriano) (ORCID:0000-0002-6140-8451)

Researcher at IFISC, Universitat de les Illes Balears

Verified email at ifisc.uib-csic.es - Homepage

Nonlinear Optics Complex Systems Information Processing Chaos Synchronization Reservoir Computing


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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	1206	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	795	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	745	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	567	2013
Advances in photonic reservoir computing G Van der Sande, D Brunner, MC Soriano Nanophotonics 6 (3), 561-576, 2017	344	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	230	2010
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	200	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	190	2011
A fast machine learning model for ECG-based heartbeat classification and arrhythmia detection M Alfaras, MC Soriano, S Ortín Frontiers in Physics, 103, 2019	162	2019
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	155	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	146	2015
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	139	2017
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	132	2013
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	127	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	125	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	111	2015
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	110	2013
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	96	2011
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	89	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	82	2008

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