Publications

Constructive Role of Noise for High-Quality Replication of Chaotic Attractor Dynamics Using a Hardware-Based Reservoir Computer

Estébanez, Irene; Fischer, Ingo; Soriano, Miguel C.
Physical Review Applied 12, 034058 (2019)

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

Alfaras, Miquel; Soriano, Miguel C.; Ortín, Silvia
Frontiers in Physics 7, 103 (2019)

Photonic Information Processing

Bueno Moragues, Julián (Supervisors: Fischer, Ingo; Brunner, Daniel)
PhD Thesis (2019)

PAM-4 transmission at 1550 nm using photonic reservoir computing post-processing

Argyris, Apostolos;Bueno, Julián;Fischer, Ingo
IEEE Access 7, 37017-37025 (2019)

Tutorial: Photonic neural networks in delay systems

Brunner, D.; Penkovsky, B.; Marquez, A.; Jacquot, M.; Fischer, I.; Larger, L.
Journal of Applied Physics 124, 152004 (1-14) (2018)

Photonic machine learning implementation for signal recovery in optical communications

Argyris, Apostolos; Bueno, Julián; Fischer, Ingo
Scientific Reports 8, 8487 (2018)

Improving the quality of a collective signal in a consumer EEG headset

Morán, Alejandro; Soriano, Miguel C.
PLoS ONE 13, e0197597 (2018)

Photonic information processing at 20GS/s rates based on semiconductor lasers with delayed optical feedback

Bueno, Julián; Brunner, Daniel; Soriano, Miguel C.; Fischer, Ingo
2017 Lasers and Electro-Optics Europe & European Quantum Electronics Conference (CLEO/Europe-EQEC), IEEE, (2017)

Anticipated and zero-lag synchronization in motifs of delay-coupled systems

Mirasso, C. R.; Carelli, P., Pereira, T.; Matias, F; Copelli, M.
Chaos 27, 114305 (2017)

Automated Detection of Epileptic Biomarkers in Resting-State Interictal MEG Data

Soriano, M. C.; Niso, G.; Clements, J.; Ortín, S.; Carrasco, S.; Gudín, M.; Mirasso, C. R.; Pereda, E.
Frontiers in Neuroinformatics 11, 43 (2017)

On the role of the entorhinal cortex in the effective connectivity of the hippocampal formation

López-Madrona, V.; Matias,F.; Pereda, E.; Canals, S.; Mirasso, C.
Chaos 27, 047401 (2017)

Conditions for reservoir computing performance using semiconductor lasers with delayed optical feedback

Bueno, Julian; Brunner, Daniel; Soriano, Miguel C.; Fischer, Ingo
Optics Express 25 (3), 2401-2412 (2017)

Semiconductor laser linewidth reduction by six orders of magnitude via delayed optical feedback

Brunner, Daniel; Luna, Raimon; Delhom I Latorre, Adrian; Porte, Xavier; Fischer, Ingo
Optics Letters 42, 163 - 166 (2017)

Inhibitory loop robustly induces anticipated synchronization in neuronal microcircuits

Matias, F. S.; Gollo, L. L.; Carelli, P., Mirasso, C., Copelli, M.
Physical Review E 94, 042411 (1-8) (2016)

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