Silvia Ortín

A Fast Machine Learning Model for ECG-Based Heartbeat Classification and Arrhythmia Detection

Miquel Alfaras, Miguel C. Soriano, Silvia Ortín · Frontiers in Physics · 2019 · 256 citations · Full text

Engineering, Machine Learning, Machine Learning Tool +21

Time-Delay Identification in a Chaotic Semiconductor Laser With Optical Feedback: A Dynamical Point of View

Damien Rontani, Alexandre Locquet, Marc Sciamanna et al. · IEEE Journal of Quantum Electronics · 2009 · 224 citations · Full text

Photonics, Nonlinear Oscillation, Engineering +11

A Unified Framework for Reservoir Computing and Extreme Learning Machines based on a Single Time-delayed Neuron

Silvia Ortín, Miguel C. Soriano, L. Pesquera et al. · Scientific Reports · 2015 · 183 citations · Full text

Optoelectronic reservoir computing: tackling noise-induced performance degradation

Miguel C. Soriano, Silvia Ortín, Daniel Brunner et al. · Optics Express · 2013 · 180 citations · Full text

Photonics, Quantum Photonics, Engineering +15

Delay-Based Reservoir Computing: Noise Effects in a Combined Analog and Digital Implementation

Miguel C. Soriano, Silvia Ortín, Lars Keuninckx et al. · IEEE Transactions on Neural Networks and Learning Systems · 2014 · 166 citations

Engineering, Machine Learning, Analog Design +19