Publications

Comparison of photonic reservoir computing systems for fiber transmission equalization

Argyris, A.; Cantero, J.; Galletero, M.; Pereda, E.; Mirasso, C. R.; Fischer, I.; Soriano, M. C.
IEEE Journal of Selected Topics in Quantum Electronics 26, 5100309 (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 unifying analysis of chaos synchronization and consistency in delay-coupled semiconductor lasers

Jungling, T.; Porte, X.; Oliver, N.; Soriano, M. C.; Fischer, I.
IEEE Journal of Selected Topics in Quantum Electronics 25, 1501609 (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)

Phase space reconstruction of semiconductor laser dynamics using reservoir computing

Alejandro Cunillera Pérez (Supervisors: Ingo Fischer, Miguel C. Soriano)
Master Thesis (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)

Autonomous dynamical systems based on hardware implementations of delay-reservoir computers

Irene Estébanez (Supervisors: Miguel C. Soriano, Ingo Fischer)
Master Thesis (2018)

Complex photonic systems for post-processing communication signals

Losa Morlá, Joan (Argyris, Apostolos; Fischer, Ingo)
Master Thesis (2018)

Reinforcement learning in a large-scale photonic recurrent neural network

Bueno, Julian; Maktoobi, Sheler; Froehly, Luc; Fischer, Ingo; Jacquot, Maxime; Larger, Laurent; Brunner, Daniel
Optica 5, 756-760 (2018)

Photonic machine learning implementation for signal recovery in optical communications

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

Post-processing of Long-haul and Ethernet Optical Transmission Signals Using Photonic Reservoir Computing

Argyris, Apostolos; Bueno, Julián; Fischer, Ingo
2017 European Conference on Optical Communication (ECOC), IEEE, (2018)

Consistency properties of chaotic systems driven by time-delayed feedback

Jüngling, Thomas; Soriano, Miguel C.; Oliver, Neus; Porte, Xavier; Fischer, Ingo.
Physical Review E 97, 042202 (1-13) (2018)

A complex network of 1600 holographically coupled opto-electronic oscillators: Network dynamics and utilisation for reservoir computing

Brunner, D.; Jacquot, M.; Larger, L.; Fischer, I.
2017 Lasers and Electro-Optics Europe & European Quantum Electronics Conference (CLEO/Europe-EQEC), IEEE, (2017)

Improving detection in optical communications using all-optical reservoir computing

Argyris, A.; Bueno, J.; Soriano, M.C.; Fischer, I.
2017 Lasers and Electro-Optics Europe & European Quantum Electronics Conference (CLEO/Europe-EQEC), IEEE, (2017)

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)

Photonic Networks for Neuromorphic Computing

Brunner, D.; Fischer, I.; Jacquot, M.; Larger, L.
in Frontiers in Optics 2017, OSA Technical Digest , Optical Society of America, paper FTh2E.3 (2017)

Encryption key distribution via chaos synchronization

Keuninckx, L.; Soriano, M. C.; Fischer, I.; Mirasso, C. R.; Nguimdo, R. M.; Van der Sande, G.
Scientific Reports 7, 43428 (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)

All-Optical Neuromorphic Computing in Optical Networks of Semiconductor Lasers

Brunner, Daniel; Reitzenstein, Stephan; Fischer, Ingo
Proceedings of the IEEE International Conference on Rebooting Computing 2016, IEEE, (2016)

Photonic Reservoir Computing for Ultra-Fast Information Processing Using Semiconductor Lasers

Fischer, Ingo; Bueno, Julian; Brunner, Daniel; Soriano, Miguel C.; Mirasso, Claudio
Proceedings of ECOC 2016 (42nd European Conference and Exhibition on Optical Communications), VDE VERLAG GMBH (Berlin, Offenbach), 336-338 (2016)

Consistency in experiments on multistable driven delay systems

Oliver, Neus; Larger, Laurent; Fischer, Ingo
Chaos 26, 103115 (1-7) (2016)

CONDENSE: A Reconfigurable Knowledge Acquisition Architecture for Future 5G IoT

Vukobratovic, Dejan; Jakovetic, Dusan; Skachek, Vitaly; Bajovic, Dragana; Sejdinovic, Dino; Karabulut Kurt, Gunes; Hollanti, Camilla; Fischer, Ingo
IEEE Access 4, 3360-3378 (2016)

Bidirectional private key exchange using delay-coupled semiconductor lasers

Porte, Xavier; Soriano, Miguel C.; Brunner, Daniel; Fischer, Ingo
Optics Letters 41, 2871-2874 (2016)

Photonic delay systems as machine learning implementations

Hermans, M.; Soriano, M. C.; Dambre, J.; Bienstman, P.; Fischer, I.
Journal of Machine Learning Research 16, 2081-2097 (2015)

Complex dynamics of photonic delay systems: a story of consistency and unpredictability

Oliver, Neus (Supervisor: Fischer, Ingo)
PhD Thesis (2015)

Complex dynamics of delay-coupled lasers: fundamentals and applications

Porte, Xavier (Supervisors: Ingo Fischer, Miguel C. Soriano)
PhD Thesis (2015)

Synchronization of Heterogeneous Oscillators by Noninvasive Time-Delayed Cross Coupling

Jüngling, Thomas; Fischer, Ingo; Schöll, Eckehard; Just, Wolfram
Physical Review Letters 115, 194101 (1-5) (2015)

Photonic Reservoir Computing: The role of the Mach-Zehnder modulator

Alfaras Espinàs, Miquel (Supervisors: Fischer, Ingo; Soriano, Miguel C.)
Master Thesis (2015)

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

Ortín, Silvia; Soriano, Miguel C.; Pesquera, Luis; Brunner, Daniel; San-Martín, Daniel; Fischer, Ingo; Mirasso, Claudio R.; Gutiérrez, José Manuel
Scientific Reports 5, 14945 (2015)

Digital Implementation of a Single Dynamical Node Reservoir Computer

Alomar, M. L.; Soriano, M. C.; Escalona-Moran, M.; Canals, V.; Fischer, I.; Mirasso, C. R.; Rossello, J. L.
IEEE Transactions on Circuits and Systems II: Express Briefs 62, 977-981 (2015)

Reconfigurable semiconductor laser networks based on diffractive coupling

Brunner, Daniel; Fischer, Ingo
Optics Letters 40, 3854-3857 (2015)

Experimental Phase-Space Tomography of Semiconductor Laser Dynamics

Brunner, Daniel; Soriano, Miguel C.; Porte, Xavier; Fischer, Ingo
Physical Review Letters 115, 053901 (2015)

Dynamical properties induced by state-dependent delays in photonic systems

Martínez-Llinàs, Jade; Porte, Xavier; Soriano, Miguel C.; Colet, Pere; Fischer, Ingo
Nature Communications 6, 8425 (2015)

Determining the sub-Lyapunov exponent of delay systems from time series

Jüngling, Thomas; Soriano, Miguel C.; Fischer, Ingo
Physical Review E 91, 062908 (1-9) (2015)

Minimal approach to neuro-inspired information processing

Soriano, M. C.; Brunner, D.; Escalona-Moran, M.; Mirasso, C. R.; Fischer, I.
Frontiers in Computational Neuroscience 9, 68 (2015)

Electrocardiogram Classification using Reservoir Computing with Logistic Regression

Escalona-Moran, M. A.; Soriano, M. C.; Fischer, I.; Mirasso, C. R.
IEEE Journal of Biomedical and Health Informatics 19, 892-898 (2015)

Consistency Properties of a Chaotic Semiconductor Laser Driven by Optical Feedback

Oliver, Neus; Jüngling, Thomas; Fischer, Ingo
Physical Review Letters 114, 123902 (1-5) (2015)

Reservoir computing with a single time-delay autonomous Boolean node

Haynes, Nicholas D.; Soriano, Miguel C.; Rosin, David P.; Fischer, Ingo; Gauthier, Daniel J.
Physical Review E 91, 020801(R)(1-5) (2015)

Constructing optimized binary masks for reservoir computing with delay systems

Appeltant, Lennert; Van der Sande, Guy; Danckaert, Jan; Fischer, Ingo
Scientific Reports 4, 3629 (2014)

Multivariate nonlinear time-series estimation using delay-based reservoir computing

Escalona-Morán, M. A.; Soriano, M. C.; García-Prieto, J.; Fischer, I.; Mirasso, C. R.
European Physical Journal Special Topics 223, 2903-2912 (2014)

Autocorrelation properties of chaotic delay dynamical systems: A study on semiconductor lasers

Porte, Xavier; D'Huys, Otti; Jüngling, Thomas; Brunner, Daniel; Soriano, Miguel C.; Fischer, Ingo
Physical Review E 90, 052911 (1-10) (2014)

Synchronization and application of delay-coupled semiconductor lasers

Hicke, Konstantin;(Supervisor: Fischer,Ingo)
PhD thesis (2014)

A Photonic Brain

Fischer, I.; Mirasso, C.
International Innovation 140, May, 64-66 (2014)

Similarity properties in the dynamics of delayed-feedback semiconductor lasers

Porte, Xavier; Soriano, Miguel C.; and Fischer, Ingo
Physical Review A 89, 023822 (2014)

Limits to detection of generalized synchronization in delay-coupled chaotic oscillators

Kato, Hideyuki; Soriano, Miguel C.; Pereda, Ernesto; Fischer, Ingo; Mirasso, Claudio R.
Physical Review E 88, 062924 (1-13) (2013)

Relation between delayed feedback and delay-coupled systems and its application to chaotic lasers

Soriano, Miguel C.; Flunkert, Valentin; Fischer, Ingo
Chaos 23, 043133 (2013)

Characterizing the deterministic nature of individual power dropouts in semiconductor lasers subject to delayed feedback

Hicke, Konstantin; Porte, Xavier; Fischer, Ingo
Physical Review E 88, 052904 (1-6) (2013)

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