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openAccessfphy-07-00103.pdf.jpg18-Jul-2019A Fast Machine Learning Model for ECG-Based Heartbeat Classification and Arrhythmia DetectionAlfaras, Miquel; Soriano, Miguel C. ; Ortín González, Silvia CSIC ORCIDartículo
openAccesstime-delayed_neuron_Ortin.pdf.jpg2015A Unified Framework for Reservoir Computing and Extreme Learning Machines based on a Single Time-delayed NeuronOrtín González, Silvia CSIC ORCID; Soriano, Miguel C. ; Pesquera, Luis CSIC ORCID ; Brunner, Daniel CSIC ORCID; San-Martín, Daniel; Fischer, Ingo CSIC ORCID ; Mirasso, Claudio R. CSIC ORCID ; Gutiérrez, José M. CSIC ORCID artículo
closedAccessaccesoRestringido.pdf.jpg31-May-2019A Unifying Analysis of Chaos Synchronization and Consistency in Delay-Coupled Semiconductor LasersJüngling, Thomas; Porte, Xavier CSIC ORCID; Oliver, Neus CSIC ORCID; Soriano, Miguel C. ; Fischer, Ingo CSIC ORCID artículo
openAccessNanophotonics Advances in photonic reservoir computing.pdf.jpg12-May-2017Advances in photonic reservoir computingVan der Sande, Guy CSIC ORCID; Brunner, Daniel CSIC ORCID; Soriano, Miguel C. artículo
openAccesscoupling_dynamics_Gomez.pdf.jpg2-Apr-2015Assessing coupling dynamics from an ensemble of time seriesGómez-Herrero, Germán; Wu, Wei; Rutanen, Kalle; Soriano, Miguel C. ; Pipa, Gordon; Vicente, Raúlartículo
openAccesschaotic_delay_dynamical_systems_Porte.pdf.jpgNov-2014Autocorrelation properties of chaotic delay dynamical systems: A study on semiconductor lasersPorte, Xavier CSIC ORCID; D'Huys, Otti; Jüngling, Thomas; Brunner, Daniel CSIC ORCID; Soriano, Miguel C. ; Fischer, Ingo CSIC ORCID artículo
openAccessfninf-11-00043.pdf.jpg30-Jun-2017Automated Detection of Epileptic Biomarkers in Resting-State Interictal MEG DataSoriano, Miguel C. ; Niso, Guiomar; Clements, Jilian; Ortín González, Silvia CSIC ORCID; Carrasco, Sira; Gudín, María; Mirasso, Claudio R. CSIC ORCID ; Pereda, Ernestoartículo
closedAccessaccesoRestringido.pdf.jpgFeb-2019Automated real-time method for ventricular heartbeat classificationOrtín González, Silvia CSIC ORCID; Soriano, Miguel C. ; Alfaras, Miquel; Mirasso, Claudio R. CSIC ORCID artículo
closedAccessaccesoRestringido.pdf.jpg6-Jun-2016Bidirectional private key exchange using delay-coupled semiconductor lasersPorte, Xavier CSIC ORCID; Soriano, Miguel C. ; Brunner, Daniel CSIC ORCID; Fischer, Ingo CSIC ORCID artículo
openAccessgetPDF.pdf.jpgApr-2010Chaos-Based Optical Communications: Encryption Versus Nonlinear FilteringJacobo, Adrián CSIC ORCID; Soriano, Miguel C. ; Mirasso, Claudio R. CSIC ORCID ; Colet, Pere CSIC ORCID artículo
openAccessCharacterizing_hyperchaotic_dynamics_semiconductor_laser_optical_feedback_permutation_entropy_final_version.pdf.jpg2011Characterizing the Hyperchaotic Dynamics of a Semiconductor Laser Subject to Optical Feedback Via Permutation EntropyZunino, Luciano CSIC ORCID; Rosso, Osvaldo A.; Soriano, Miguel C. artículo
openAccessfiber_transmission.pdf.jpg2020Comparison of Photonic Reservoir Computing Systems for Fiber Transmission EqualizationArgyris, Apostolos CSIC ORCID ; Cantero, Javier; Galletero, M.; Pereda, Ernesto; Mirasso, Claudio R. CSIC ORCID ; Fischer, Ingo CSIC ORCID ; Soriano, Miguel C. artículo
openAccesscomplex_photonics_Soriano.pdf.jpg20-Mar-2013Complex photonics: Dynamics and applications of delay-coupled semiconductors lasersSoriano, Miguel C. ; García-Ojalvo, Jordi; Mirasso, Claudio R. CSIC ORCID ; Fischer, Ingo CSIC ORCID artículo
closedAccessaccesoRestringido.pdf.jpg1-Jun-2012Computing using delayed feedback systems: towards photonicsAppeltant, Lennert; Soriano, Miguel C. ; Van der Sande, Guy CSIC ORCID; Danckaert, Jan; Massar, Serge; Dambre, Joni; Schrauwen, B.; Mirasso, Claudio R. CSIC ORCID ; Fischer, Ingo CSIC ORCID comunicación de congreso
openAccessoe-25-3-2401.pdf.jpg2017Conditions for reservoir computing performance using semiconductor lasers with delayed optical feedbackBueno Moragues, Julián; Brunner, Daniel CSIC ORCID; Soriano, Miguel C. ; Fischer, Ingo CSIC ORCID artículo
openAccessPhysRevE.97.042202.pdf.jpgApr-2018Consistency properties of chaotic systems driven by time-delayed feedbackJüngling, Thomas; Soriano, Miguel C. ; Oliver, Neus CSIC ORCID; Porte, Xavier CSIC ORCID; Fischer, Ingo CSIC ORCID artículo
openAccessconstructive_role_replication_chaotic_dynamics_reservoir.pdf.jpgSep-2019Constructive role of noise for high-quality replication of chaotic attractor dynamics using a hardware-based reservoir computerEstébanez, Irene; Fischer, Ingo CSIC ORCID ; Soriano, Miguel C. artículo
closedAccessaccesoRestringido.pdf.jpgNov-2019Cross-predicting the dynamics of an optically injected single-mode semiconductor laser using reservoir computingCunillera, A.; Soriano, Miguel C. ; Fischer, Ingo CSIC ORCID artículo
openAccesstime_delay_estimation_using_statistical_complexity_v6.pdf.jpg2010Delay system identification using permutation entropy and statistical complexity: resonance-like behavior in a noise environmentZunino, Luciano CSIC ORCID; Soriano, Miguel C. ; Fischer, Ingo CSIC ORCID ; Rosso, Osvaldo A.; Mirasso, Claudio R. CSIC ORCID preprint
closedAccessaccesoRestringido.pdf.jpgFeb-2015Delay-based reservoir computing: Noise effects in a combined analog and digital implementationSoriano, Miguel C. ; Ortín González, Silvia CSIC ORCID; Keuninckx, Lars; Appeltant, Lennert; Danckaert, Jan; Pesquera, Luis CSIC ORCID ; Van der Sande, Guy CSIC ORCIDartículo