Advances in photonic reservoir computing
Van der Sande, Guy, Brunner, Daniel, Soriano, Miguel C.
Published in Nanophotonics (Berlin, Germany) (12.05.2017)
Published in Nanophotonics (Berlin, Germany) (12.05.2017)
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Journal Article
Dissipative chaos, Shilnikov chaos and bursting oscillations in a three-dimensional autonomous system: theory and electronic implementation
Kingni, Sifeu Takougang, Keuninckx, Lars, Woafo, Paul, Van der Sande, Guy, Danckaert, Jan
Published in Nonlinear dynamics (01.07.2013)
Published in Nonlinear dynamics (01.07.2013)
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Journal Article
Using photonic reservoirs as preprocessors for deep neural networks
Bauwens, Ian, Van der Sande , Guy, Bienstman , Peter, Verschaffelt , Guy
Published in Frontiers in physics (24.11.2022)
Published in Frontiers in physics (24.11.2022)
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Journal Article
Demonstrating delay-based reservoir computing using a compact photonic integrated chip
Harkhoe, Krishan, Verschaffelt, Guy, Katumba, Andrew, Bienstman, Peter, Van der Sande, Guy
Published in Optics express (03.02.2020)
Published in Optics express (03.02.2020)
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Journal Article
Noise-injected analog Ising machines enable ultrafast statistical sampling and machine learning
Böhm, Fabian, Alonso-Urquijo, Diego, Verschaffelt, Guy, Van der Sande, Guy
Published in Nature communications (04.10.2022)
Published in Nature communications (04.10.2022)
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Journal Article
Delay-Based Reservoir Computing: Noise Effects in a Combined Analog and Digital Implementation
Soriano, Miguel C., Ortin, Silvia, Keuninckx, Lars, Appeltant, Lennert, Danckaert, Jan, Pesquera, Luis, van der Sande, Guy
Published in IEEE transaction on neural networks and learning systems (01.02.2015)
Published in IEEE transaction on neural networks and learning systems (01.02.2015)
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Journal Article
Random number generator based on an integrated laser with on-chip optical feedback
Verschaffelt, Guy, Khoder, Mulham, Van der Sande, Guy
Published in Chaos (Woodbury, N.Y.) (01.11.2017)
Published in Chaos (Woodbury, N.Y.) (01.11.2017)
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Journal Article
Optical injection in semiconductor ring lasers: backfire dynamics
Gelens, Lendert, Beri, Stefano, Van der Sande, Guy, Danckaert, Jan, Calabretta, Nicola, Dorren, Harm J S, Nötzel, Richard, Bente, Erwin A J M, Smit, Meint K
Published in Optics express (21.07.2008)
Published in Optics express (21.07.2008)
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Journal Article
Fast random bits generation based on a single chaotic semiconductor ring laser
Nguimdo, Romain Modeste, Verschaffelt, Guy, Danckaert, Jan, Leijtens, Xaveer, Bolk, Jeroen, Van der Sande, Guy
Published in Optics express (17.12.2012)
Published in Optics express (17.12.2012)
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Journal Article
Photonic Reservoir Computer with Output Expansion for Unsupervized Parameter Drift Compensation
Pauwels, Jaël, Van der Sande, Guy, Verschaffelt, Guy, Massar, Serge
Published in Entropy (Basel, Switzerland) (26.07.2021)
Published in Entropy (Basel, Switzerland) (26.07.2021)
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Journal Article
Nonlinear lattice model for spatially guided solitons in nonlinear photonic crystals
Van der Sande, Guy, Maes, Björn, Bienstman, Peter, Danckaert, Jan, Baets, Roel, Veretennicoff, Irina
Published in Optics express (07.03.2005)
Published in Optics express (07.03.2005)
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Journal Article
Distributed Kerr Non-linearity in a Coherent All-Optical Fiber-Ring Reservoir Computer
Pauwels, Jaël, Verschaffelt, Guy, Massar, Serge, Van der Sande, Guy
Published in Frontiers in physics (03.10.2019)
Published in Frontiers in physics (03.10.2019)
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Journal Article