Takip et
Silvia Ortín (ORCID 0000-0002-8179-0758)
Silvia Ortín (ORCID 0000-0002-8179-0758)
Diğer adlarSilvia Ortin
Associate Professor at IFISC, Universitat de les Illes Balears
ifisc.uib-csic.es üzerinde doğrulanmış e-posta adresine sahip
Başlık
Alıntı yapanlar
Alıntı yapanlar
Yıl
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
2882019
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
2632009
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
2052015
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
1912014
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
962005
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
902005
Reservoir computing with an ensemble of time-delay reservoirs
S Ortín, L Pesquera
Cognitive Computation 9 (3), 327-336, 2017
782017
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
332017
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
302019
Approach to predictability via anticipated synchronization
M Ciszak, JM Gutiérrez, AS Cofiño, C Mirasso, R Toral, L Pesquera, ...
Physical Review E—Statistical, Nonlinear, and Soft Matter Physics 72 (4 …, 2005
302005
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
162013
Delay-based reservoir computing: tackling performance degradation due to system response time
S Ortín, L Pesquera
Optics Letters 45 (4), 905-908, 2020
142020
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
122019
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
122006
Simple reservoirs with chain topology based on a single time-delay nonlinear node.
JM Gutiérrez, D San-Martín, S Ortin, L Pesquera
ESANN, 2012
102012
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
92007
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
82008
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
72005
Extraction of nonlinear dynamics for laser diodes with feedback in chaotic regime
S Ortin, L Pesquera, A Cofino, A Valle, JM Gutierrez
Semiconductor Lasers and Laser Dynamics 5452, 273-282, 2004
72004
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