Ghent University Academic Bibliography

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Wavelength dimension in waveguide-based photonic reservoir computing

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

(2022) OPTICS EXPRESS. 30(9). p.15634-15647
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- Book Chapter
Computing with integrated photonic reservoirs

Joni Dambre (UGent) , Andrew Katumba (UGent) , Chonghuai Ma, 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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Comparing different nonlinearities in readout systems for optical neuromorphic computing networks

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

(2021) SCIENTIFIC REPORTS. 11(1).
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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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Photonic reservoir computing

Floris Laporte, Andrew Katumba (UGent) , Matthias Freiberger (UGent) , Chonghuai Ma, 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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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

(2019) Active Photonic Platforms XI. In Proceedings of SPIE 11081.
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Photontorch : simulation and optimization of large photonic circuits using the deep learning framework PyTorch

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

(2019) 2019 IEEE Photonics Society Summer Topical Meeting Series (SUM).
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Silicon photonics reservoir computing at 32 Gbit/s

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

(2019) 2019 Workshop on Dynamical Systems and Brain-Inspired Information Processing, Abstracts.

Academic Bibliography

Wavelength dimension in waveguide-based photonic reservoir computing

Computing with integrated photonic reservoirs

Comparing different nonlinearities in readout systems for optical neuromorphic computing networks

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

Simulating self-learning in photorefractive optical reservoir computers

Photonic reservoir computing

Photonic neuromorphic information processing and reservoir computing

Neuromorphic information processing using silicon photonics

Photontorch : simulation and optimization of large photonic circuits using the deep learning framework PyTorch

Silicon photonics reservoir computing at 32 Gbit/s

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