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Alessio Lugnan
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Photonic neuromorphic information processing and reservoir computing
A Lugnan, A Katumba, F Laporte, M Freiberger, S Sackesyn, C Ma, ...
APL Photonics 5 (2), 020901, 2020
532020
Neuromorphic computing based on silicon photonics and reservoir computing
A Katumba, M Freiberger, F Laporte, A Lugnan, S Sackesyn, C Ma, ...
IEEE Journal of Selected Topics in Quantum Electronics 24 (6), 1-10, 2018
432018
Integrated pillar scatterers for speeding up classification of cell holograms
A Lugnan, J Dambre, P Bienstman
Optics express 25 (24), 30526-30538, 2017
122017
Machine learning issues and opportunities in ultrafast particle classification for label-free microflow cytometry
A Lugnan, E Gooskens, J Vatin, J Dambre, P Bienstman
Scientific Reports 10 (1), 20724, 2020
62020
System-level simulation for integrated phase-change photonics
SGC Carrillo, A Lugnan, E Gemo, P Bienstman, WHP Pernice, ...
Journal of Lightwave Technology 39 (20), 6392-6402, 2021
52021
Neuromorphic information processing using silicon photonics
P Bienstman, J Dambre, A Katumba, M Freiberger, F Laporte, A Lugnan, ...
Active Photonic Platforms XI 11081, 49-55, 2019
32019
Rigorous dynamic model of a silicon ring resonator with phase change material for a neuromorphic node
A Lugnan, SGC Carrillo, CD Wright, P Bienstman
Optics Express 30 (14), 25177-25194, 2022
22022
Photonic reservoir computing: a brain-inspired approach for information processing
P Bienstman, J Dambre, A Katumba, M Freiberger, F Laporte, A Lugnan
Optical Fiber Communication Conference, M4F. 4, 2018
22018
Training a spiking neural network on an event-based label-free flow cytometry dataset
M Gouda, S Abreu, A Lugnan, P Bienstman
arXiv preprint arXiv:2303.10632, 2023
12023
Improving the classification accuracy in label-free flow cytometry using event-based vision and simple logistic regression
M Gouda, A Lugnan, J Dambre, G van den Branden, C Posch, ...
IEEE Journal of Selected Topics in Quantum Electronics 29 (2: Optical …, 2023
12023
Object classification system and method
P Bienstman, A Lugnan, F Laporte
US Patent 11,475,683, 2022
12022
Integrated dielectric scatterers for fast optical classification of biological cells
A Lugnan, J Dambre, P Bienstman
Neuro-inspired Photonic Computing 10689, 7-13, 2018
12018
Event-based vision for improved classification accuracy in label-free flow cytometry
MGA Gouda, A Lugnan, J Dambre, G Van den Branden, C Posch, ...
IEEE Benelux Photonics Chapter-Annual Symposium 2022, 26-29, 2022
2022
Coherent Optical Computing in Silicon Photonics
P Bienstman, A Lugnan, C Ma, E Gooskens, S Masaad, MGA Gouda, ...
Coherent Network Computing (CNC), 1-1, 2022
2022
Photonics-Based Machine Learning to Speed up and Simplify Label-Free Flow Cytometry
A Lugnan
2021
Photonic Neuromorphic Computing Using Silicon Chips
P Bienstman, J Dambre, A Lugnan, S Sackesyn, C Ma, E Gooskens, ...
BePOM, 1-1, 2021
2021
Silicon photonics for brain-inspired neuromorphic information processing
P Bienstman, J Dambre, A Lugnan, S Sackesyn, C Ma, E Gooskens, ...
1st Workshop on Neuromorphic Photonics, 2021
2021
Reservoir computing for high-speed photonic information processing
A Lugnan, S Sackesyn, C Ma, E Gooskens, MGA Gouda, S Masaad, ...
Photonics in Switching and Computing, 2021
2021
Photonic reservoir computing for high-speed neuromorphic computing applications
A Lugnan, S Sackesyn, C Ma, E Gooskens, MGA Gouda, S Masaad, ...
2021 Summer Topicals Meetings Series, 2021
2021
Mixing wave-based computing
P Bienstman, F Laporte, A Lugnan
US Patent App. 16/617,354, 2020
2020
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Articles 1–20