Silvia Ortín

Institute for Cross-Disciplinary Physics and Complex Systems — Spain

Computer Science · Physical Sciences

13h-index1.4kcitations48works2.92yr avg
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Research Topics

Neural Networks and Reservoir Computing(24), Optical Network Technologies(19), Advanced Memory and Neural Computing(14), Nonlinear Dynamics and Pattern Formation(14), Chaos control and synchronization(13)

Publications48 total

Temperature stabilization with Hebbian learning using an autonomous optoelectronic dendritic unit
Frontiers of Optoelectronics·2025Open Access
Experimental multi-bit header classification at 28.5 Gb/s with step-index few-mode fibers
2024Open Access
Experimental Multi-Bit Header Classification at 28.5 Gb/s With Step-Index Few-Mode Fibers
Journal of Lightwave Technology·2024Open Access
How Diet and Lifestyle Can Fine-Tune Gut Microbiomes for Healthy Aging
Annual Review of Food Science and Technology·2024· 20 citedOpen Access
Experimental multi-bit header classification at 28.5 Gb/s with step-index few-mode fibers
2024Open Access
Experimental multi-bit header recognition with few-mode fibers
2024
Experimental multi-bit header classification at 28.5 Gb/s with step-index few-mode fibers
2024Open Access
Implementation of input correlation learning with an optoelectronic dendritic unit
Frontiers in Physics·2023· 3 citedOpen Access
Optical dendrites for spatio-temporal computing with few-mode fibers [Invited]
Optical Materials Express·2022· 3 citedOpen Access
Respuesta emocional y percepción de la muerte en la escuela
Dialnet (Universidad de la Rioja)·2020
Delay-based reservoir computing: tackling performance degradation due to system response time
Optics Letters·2019· 12 cited
Tackling the Trade-Off Between Information Processing Capacity and Rate in Delay-Based Reservoir Computers
Frontiers in Physics·2019· 8 citedOpen Access
A Fast Machine Learning Model for ECG-Based Heartbeat Classification and Arrhythmia Detection
Frontiers in Physics·2019· 256 citedOpen Access
5. Time delay systems for reservoir computing
2019· 2 cited
Automated real-time method for ventricular heartbeat classification
Computer Methods and Programs in Biomedicine·2018· 30 cited
Automated Detection of Epileptic Biomarkers in Resting-State Interictal MEG Data
Frontiers in Neuroinformatics·2017· 33 citedOpen Access
Reservoir Computing with an Ensemble of Time-Delay Reservoirs
Cognitive Computation·2017· 77 cited
A Unified Framework for Reservoir Computing and Extreme Learning Machines based on a Single Time-delayed Neuron
Scientific Reports·2015· 183 citedOpen Access
Unified Photonic Implementation of Reservoir Computing and Extreme Learning Machines based on a Single Time-delayed Node
2015
Brief Papers Delay-Based Reservoir Computing: Noise Effects in a Combined Analog and Digital Implementation
2015
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Frequent Co-authors

L. Pesquera(32), Cláudio R. Mirasso(15), Miguel C. Soriano(13), José Manuel Gutiérrez(12), Apostolos Argyris(8), Ingo Fischer(7), Laurent Larger(7), Á. Valle(7), Moritz Pflüger(6), Guy Van der Sande(5), Lars Leininger(5), Daniel Brunner(4), Daniel San-Martín(4), Jan Danckaert(4), Maxime Jacquot(4), M. Peil(4), Lennert Appeltant(3), Antonio S. Cofiño(3), Miquel Alfaras(2), Alexandre Locquet(2)