Academic Bibliography

Search 200 years of publications by Ghent University researchers.

Alessio Lugnan

Faculty of Engineering and Architecture > Department of Information technology

Work address: Technologiepark Zwijnaarde 126
9052 Zwijnaarde
Email: Alessio.Lugnan@UGent.be

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- PhD Thesis
Photonics-based machine learning to speed up and simplify label-free flow cytometry

Alessio Lugnan (UGent)

(2021)
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- Journal Article
- A1
- open access
Machine learning issues and opportunities in ultrafast particle classification for label-free microflow cytometry

Alessio Lugnan (UGent) , Emmanuel Gooskens (UGent) , Jeremy Vatin, Joni Dambre (UGent) and Peter Bienstman (UGent)

(2020) SCIENTIFIC REPORTS. 10(1).
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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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- Journal Article
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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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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 (UGent) and Emmanuel Gooskens (UGent)

(2019) 2019 Workshop on Dynamical Systems and Brain-Inspired Information Processing, Abstracts.
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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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- Conference Paper
- P1
- open access
Integrated dielectric scatterers for speeding up classification of cell diffraction patterns

Alessio Lugnan (UGent) , Joni Dambre (UGent) and Peter Bienstman (UGent)

(2018) 2018 20TH ANNIVERSARY INTERNATIONAL CONFERENCE ON TRANSPARENT OPTICAL NETWORKS (ICTON). In International Conference on Transparent Optical Networks-ICTON p.1-4
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- P1
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Integrated dielectric scatterers for fast optical classification of biological cells

Alessio Lugnan (UGent) , Joni Dambre (UGent) and Peter Bienstman (UGent)

(2018) NEURO-INSPIRED PHOTONIC COMPUTING. In Proceedings of SPIE 10689. p.1-7
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- Journal Article
- A1
- open access
Neuromorphic computing based on silicon photonics and reservoir computing

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

(2018) IEEE JOURNAL OF SELECTED TOPICS IN QUANTUM ELECTRONICS. 24(6). p.1-10

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