Ghent University Academic Bibliography

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Experimental realization of integrated photonic reservoir computing for nonlinear fiber distortion compensation

Stijn Sackesyn (UGent) , Chonghuai Ma (UGent) , Joni Dambre (UGent) and Peter Bienstman (UGent)

(2021) OPTICS EXPRESS. 29(20). p.30991-30997
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Improving time series recognition and prediction with networks and ensembles of passive photonic reservoirs

Matthias Freiberger (UGent) , Stijn Sackesyn (UGent) , Chonghuai Ma (UGent) , Andrew Katumba (UGent) , Peter Bienstman (UGent) and Joni Dambre (UGent)

(2020) IEEE JOURNAL OF SELECTED TOPICS IN QUANTUM ELECTRONICS. 26(1).
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A training algorithm for networks of high-variability reservoirs

Matthias Freiberger (UGent) , Peter Bienstman (UGent) and Joni Dambre (UGent)

(2020) SCIENTIFIC REPORTS. 10(1).
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Training passive photonic reservoirs with integrated optical readout

Matthias Freiberger (UGent) , Andrew Katumba (UGent) , Peter Bienstman (UGent) and Joni Dambre (UGent)

(2019) IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS. 30(7). p.1943-1953
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Silicon photonics for neuromorphic information processing

Peter Bienstman (UGent) , Joni Dambre (UGent) , Andrew Katumba (UGent) , Matthias Freiberger (UGent) , Floris Laporte and Alessio Lugnan (UGent)

(2018) OPTICAL DATA SCIENCE: TRENDS SHAPING THE FUTURE OF PHOTONICS. In Proceedings of SPIE 10551. p.1-7
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All-optical reservoir computing on a photonic chip using silicon-based ring resonators

Florian Denis Le Courier, Marc Sciamanna, Andrew Katumba (UGent) , Matthias Freiberger (UGent) , Joni Dambre (UGent) , Peter Bienstman (UGent) and Damien Rontani

(2018) IEEE JOURNAL OF SELECTED TOPICS IN QUANTUM ELECTRONICS. 24(6).
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Memristor models for machine learning

Juan Pablo Carbajal (UGent) , Joni Dambre (UGent) , Michiel Hermans (UGent) and Benjamin Schrauwen (UGent)

(2015) NEURAL COMPUTATION. 27(3). p.725-747
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Excitability in optically injected microdisk lasers with phase controlled excitatory and inhibitory response

Koen Alexander, Thomas Van Vaerenbergh (UGent) , Martin Fiers (UGent) , Pauline Mechet (UGent) , Joni Dambre (UGent) and Peter Bienstman (UGent)

(2013) OPTICS EXPRESS. 21(22). p.26182-26191
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Parallel reservoir computing using optical amplifiers

Kristof Vandoorne (UGent) , Joni Dambre (UGent) , David Verstraeten (UGent) , Benjamin Schrauwen (UGent) and Peter Bienstman (UGent)

(2011) IEEE TRANSACTIONS ON NEURAL NETWORKS. 22(9). p.1469-1481

Academic Bibliography

Experimental realization of integrated photonic reservoir computing for nonlinear fiber distortion compensation

Improving time series recognition and prediction with networks and ensembles of passive photonic reservoirs

A training algorithm for networks of high-variability reservoirs

Training passive photonic reservoirs with integrated optical readout

Silicon photonics for neuromorphic information processing

All-optical reservoir computing on a photonic chip using silicon-based ring resonators

Memristor models for machine learning

Excitability in optically injected microdisk lasers with phase controlled excitatory and inhibitory response

Parallel reservoir computing using optical amplifiers

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