Publications

Multilayer reservoir computing to overcome the memory-nonlinearity trade-off

Jaume Suárez, Samuel (Supervisor: Miguel C. Soriano)
Master Thesis (2019)

PHOTONIC RESERVOIR COMPUTING: Optical Recurrent Neural Networks

edited by Brunner, Daniel; Soriano, Miguel C.: Van der Sande, Guy
, De Gruyter (2019)

Complexity mapping of a photonic integrated circuit laser using a correlation-dimension-based approach

McMahon, C. Christopher; Toomey, P. Joshua; Argyris, Apostolos; Kane, M. Deb;
Laser Physics 29, 086202 (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)

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)

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)

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)

Theory and applications of the Lugiato-Lefever Equation

Chembo, Y.K.; Gomila, D.; Tlidi, M.; Menyuk, C.R.
European Physical Journal D 71, 299 (2017)

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)

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)

Interaction of solitons and the formation of bound states in the generalized Lugiato-Lefever equation

Parra-Rivas, Pedro; Gomila, Damià; Colet, Pere; Gelens, Lendert
European Physical Journal D 71, 198 (1-13) (2017)

Dynamics of dissipative localized structures in driven nonlinear optical cavities

Parra-Rivas, Pedro (Supervisors: D. Gomila, J. Danckaert and L. Gelens)
PhD Thesis (2017)

Coexistence of stable dark- and bright-soliton Kerr combs in normal-dispersion resonators

Parra-Rivas, Pedro; Gomila, Damià; Gelens, Lendert
Physical Review A 95, 053863 (1-8) (2017)

Advances in photonic reservoir computing

Van der Sande, G.; Brunner, D.; Soriano, M. C.
Nanophotonics 6, 561-576 (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)

Consistency in experiments on multistable driven delay systems

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

Noise Effects in Kerr Frequency Combs

Juan Luis Gómez (supervisor: Damià Gomila)
Master Thesis (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)

Dark solitons in the Lugiato-Lefever equation with normal dispersion

Parra-Rivas, Pedro; Gomila, Damià; Knobloch, Edgar; Gelens, Lendert
Physical Review A 93, 063839 (1-17) (2016)

Origin and stability of dark pulse Kerr combs in normal dispersion resonators

Parra-Rivas, Pedro; Gomila, Damià; Knobloch, Edgar; Coen, Stephane; Gelens, Lendert
Optics Letters 41, 2402-2405 (2016)

Signal bi-amplification in networks of unidirectionally coupled MEMS

Tchakui, Murielle Vanessa; Woafo, Paul; Colet, Pere
European Physical Journal B 89, 22 (2016)

Competition between drift and spatial defects leads to oscillatory and excitable dynamics of dissipative solitons

Parra-Rivas, P.; Gomila, D.; Matias M.A.; Colet, P.; Gelens, L.
Physical Review E 93, 012211 (1-17) (2016)

Dynamics of Dissipative Solitons in Presence of Inhomogeneities and Drift

Parra-Rivas, P.; Gomila, D.; Gelens, L.; Matías, M.A.; Colet, P.
Nonlinear Optical Cavity Dynamics: From Microresonators to Fiber Lasers (Ph. Grelu, ed.), Wiley, 107-127 (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 delay-coupled lasers: fundamentals and applications

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

In-phase, out-of-phase and T/4 synchronization of square waves in delay-coupled non-identical optoelectronic oscillators

Martínez-Llinàs, Jade; Colet, Pere
Optics Express 23 (19), 24785-24799 (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)

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)

Synchronization of tunable asymmetric square-wave pulses in delay-coupled optoelectronic oscillators

Martínez-Llinàs, Jade; Colet, Pere; Erneux, Thomas
Physical Review E 91, 032911 (1-14) (2015)

Theory for the spatio-temporal dynamics of domain walls close to a nonequilibrium Ising-Bloch transition

Gomila, Damià; Colet, Pere; Walgraef, Daniel
Physical Review Letters 114, 084101 (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)

Effects of inhomogeneities and drift on the dynamics of temporal solitons in fiber cavities and microresonators

Parra-Rivas, P.; Gomila, D.; Matias, M.A.; Colet, P.; Gelens, L.
Optics Express 22, 30943-30954 (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)

Third-order chromatic dispersion stabilizes Kerr frequency combs

Parra-Rivas, P.; Gomila, D.; Leo, F.; Coen, S.; Gelens, L.
Optics Letters 39, 2971-2974 (2014)

Parallel generation of fast random bits based on optoelectronic phase-chaos systems

Nguimdo, Romain Modeste; Colet, Pere; Danckaert, Jan
Nonlinear Optics and Its Applications VIII; and Quantum Optics III (Edited by Benjamin J. Eggleton; Alexander L. Gaeta; Neil G. R. Broderick; Alexander V. Sergienko; Arno Rauschenbeutel; Thomas Durt),, , 91360V (2014)

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