Ghent University Academic Bibliography

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Wavelength dimension in waveguide-based photonic reservoir computing

Emmanuel Gooskens (UGent) , Floris Laporte, Chonghuai Ma (UGent) , Stijn Sackesyn (UGent) , Joni Dambre (UGent) and Peter Bienstman (UGent)

(2022) OPTICS EXPRESS. 30(9). p.15634-15647
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Simulating self-learning in photorefractive optical reservoir computers

Floris Laporte, Joni Dambre (UGent) and Peter Bienstman (UGent)

(2021) SCIENTIFIC REPORTS. 11(1).
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Comparing different nonlinearities in readout systems for optical neuromorphic computing networks

Chonghuai Ma (UGent) , Joris Lambrecht (UGent) , Floris Laporte, Xin Yin (UGent) , Joni Dambre (UGent) and Peter Bienstman (UGent)

(2021) SCIENTIFIC REPORTS. 11(1).
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Addressing limited weight resolution in a fully optical neuromorphic reservoir computing readout

Chonghuai Ma (UGent) , Floris Laporte, Joni Dambre (UGent) and Peter Bienstman (UGent)

(2021) SCIENTIFIC REPORTS. 11(1).
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Computing with integrated photonic reservoirs

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

(2021) Reservoir computing : theory, physical implementations, and applications. In Natural Computing Series p.397-419
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Photonic reservoir computing

Floris Laporte, Andrew Katumba (UGent) , Matthias Freiberger (UGent) , Chonghuai Ma (UGent) , Stijn Sackesyn (UGent) , Emmanuel Gooskens (UGent) , Alessio Lugnan (UGent) , Joni Dambre (UGent) and Peter Bienstman (UGent)

(2020) Photonic Integration Week, Abstracts.
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Photonic neuromorphic information processing and reservoir computing

Alessio Lugnan (UGent) , Andrew Katumba (UGent) , Floris Laporte, Matthias Freiberger (UGent) , Stijn Sackesyn (UGent) , C. Ma, Emmanuel Gooskens (UGent) , Joni Dambre (UGent) and Peter Bienstman (UGent)

(2020) APL PHOTONICS. 5(2).
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Non-linear signal equalisation using silicon photonic reservoir computing

Peter Bienstman (UGent) , Joni Dambre (UGent) , Andrew Katumba (UGent) , Matthias Freiberger (UGent) , Floris Laporte, Alessio Lugnan (UGent) , Stijn Sackesyn (UGent) , Chonghuai Ma (UGent) and Emmanuel Gooskens (UGent)

(2019) ECOC Machine Learning Workshop 2019, Abstracts.
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Neuromorphic information processing using silicon photonics

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

(2019) Active Photonic Platforms XI. In Proceedings of SPIE 11081.
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Highly parallel simulation and optimization of photonic circuits in time and frequency domain based on the deep-learning framework PyTorch

Floris Laporte, Joni Dambre (UGent) and Peter Bienstman (UGent)

(2019) SCIENTIFIC REPORTS. 9.

Academic Bibliography

Wavelength dimension in waveguide-based photonic reservoir computing

Simulating self-learning in photorefractive optical reservoir computers

Comparing different nonlinearities in readout systems for optical neuromorphic computing networks

Addressing limited weight resolution in a fully optical neuromorphic reservoir computing readout

Computing with integrated photonic reservoirs

Photonic reservoir computing

Photonic neuromorphic information processing and reservoir computing

Non-linear signal equalisation using silicon photonic reservoir computing

Neuromorphic information processing using silicon photonics

Highly parallel simulation and optimization of photonic circuits in time and frequency domain based on the deep-learning framework PyTorch

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