Unveiling the role of plasticity rules in reservoir computing

Morales, Guillermo B.; Mirasso, Claudio R.; Soriano, Miguel C.
Neurocomputing 461, 705-715 (2021)

Fast physical repetitive patterns generation for masking in time-delay reservoir computing

Argyris, Apostolos; Schwind, Janek; Fischer, Ingo
Scientific Reports 11, 6701 (2021)

nMNSD—A Spiking Neuron-Based Classifier That Combines Weight-Adjustment and Delay-Shift

Susi, G.; Antón-Toro, L. F.; Maestú, F.; Pereda, E.; Mirasso, C.
Frontiers in Neuroscience 15, Article 582608 (2021)

Introduction to JSTQE Issue on Photonics for Deep Learning and Neural Computing

Prucnal, P.R.; Shastri, B.J.; Fischer, I.; Brunner, D.
IEEE Journal of Selected Topics in Quantum Electronics 26 (1), 0200103 (1-3) (2020)

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)

Role of dynamical injection locking and characteristic pulse events for low frequency fluctuations in semiconductor lasers

Hicke, K.; Brunner, D.; Soriano, M. C.; Fischer, I.
Chaos 27, 114307 (2017)

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