| Time-delay identification in a chaotic semiconductor laser with optical feedback: a dynamical point of view D Rontani, A Locquet, M Sciamanna, DS Citrin, S Ortin IEEE Journal of Quantum Electronics 45 (7), 879-1891, 2009 | 249 | 2009 |
| A fast machine learning model for ECG-based heartbeat classification and arrhythmia detection M Alfaras, MC Soriano, S Ortín Frontiers in Physics, 103, 2019 | 241 | 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 | 186 | 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 | 183 | 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 | 178 | 2014 |
| Dynamical characterisation of laser diode subject to double optical feedback for chaotic optical communications MW Lee, P Rees, KA Shore, S Ortin, L Pesquera, A Valle IEE Proceedings-Optoelectronics 152 (2), 97-102, 2005 | 94 | 2005 |
| Nonlinear dynamics extraction for time-delay systems using modular neural networks synchronization and prediction S Ortin, JM Gutierrez, L Pesquera, H Vasquez Physica A: Statistical Mechanics and its Applications 351 (1), 133-141, 2005 | 88 | 2005 |
| Reservoir computing with an ensemble of time-delay reservoirs S Ortín, L Pesquera Cognitive Computation 9 (3), 327-336, 2017 | 69 | 2017 |
| Automated detection of epileptic biomarkers in resting-state interictal MEG data MC Soriano, G Niso, J Clements, S Ortín, S Carrasco, M Gudín, ... Frontiers in neuroinformatics 11, 43, 2017 | 32 | 2017 |
| Automated real-time method for ventricular heartbeat classification S Ortín, MC Soriano, M Alfaras, CR Mirasso Computer methods and programs in biomedicine 169, 1-8, 2019 | 29 | 2019 |
| Approach to predictability via anticipated synchronization M Ciszak, JM Gutiérrez, AS Cofiño, C Mirasso, R Toral, L Pesquera, ... Physical Review E 72 (4), 046218, 2005 | 29 | 2005 |
| Memory and nonlinear mapping in reservoir computing with two uncoupled nonlinear delay nodes S Ortín, L Pesquera, JM Gutiérrez Proceedings of the European Conference on Complex Systems 2012, 895-899, 2013 | 16 | 2013 |
| Delay-based reservoir computing: tackling performance degradation due to system response time S Ortín, L Pesquera Optics Letters 45 (4), 905-908, 2020 | 13 | 2020 |
| Delay time identification in chaotic optical systems with two delays A Locquet, S Ortin, V Udaltsov, L Larger, DS Citrin, L Pesquera, A Valle Semiconductor Lasers and Laser Dynamics II 6184, 173-184, 2006 | 12 | 2006 |
| Tackling the trade-off between information processing capacity and rate in delay-based reservoir computers S Ortín, L Pesquera Frontiers in Physics 7, 210, 2019 | 10 | 2019 |
| Simple reservoirs with chain topology based on a single time-delay nonlinear node. JM Gutiérrez, D San-Martín, S Ortin, L Pesquera ESANN, 2012 | 10 | 2012 |
| Time delay extraction in chaotic cryptosystems based on optoelectronic feedback with variable delay S Ortin, M Jacquot, L Pesquera, M Peil, L Larger Semiconductor Lasers and Laser Dynamics III 6997, 120-131, 2008 | 8 | 2008 |
| Nonlinear dynamics reconstruction with neural networks of chaotic time‐delay communication systems S Ortin, L Pesquera, JM Gutierrez, A Valle, A Cofino AIP Conference Proceedings 887 (1), 249-258, 2007 | 8 | 2007 |
| Current modulation of multi-transverse mode vertical-cavity surface-emitting lasers A Valle, S Ortín, L Pesquera Proceedings of 2005 7th International Conference Transparent Optical …, 2005 | 7 | 2005 |
| Information processing using an electro-optic oscillator subject to multiple delay lines S Ortín, L Appeltant, L Pesquera, G Van der Sande, J Danckaert, ... International Quantum Electronics Conference, IG_P_7, 2013 | 6 | 2013 |
Miguel C. Soriano (Miguel Cornelles S...Researcher at IFISC, Spanish Research Council在 ifisc.uib-csic.es 的电子邮件经过验证
