Researcher
Alessio Lugnan
- Keywords:neuromorphic computing, Cell and microparticle classification, Photonics machine learning
- Disciplines:Scientific computing, Computer hardware, Nanophotonics, Neuromorphic computing
Affiliations
- Department of Information technology (Department)
Member
From1 Nov 2016 → Today
Publications
1 - 10 of 11
- Flow cytometry with event-based vision and spiking neuromorphic hardware(2023)
Authors: Steven Abreu, Muhammed Gouda Ahmed Gouda, Alessio Lugnan, Peter Bienstman
Pages: 4139 - 4147 - Photonic neuromorphic information processing and reservoir computing(2020)
Authors: Alessio Lugnan, Andrew Katumba, Floris Laporte, Matthias Freiberger, Stijn Sackesyn, C. Ma, Emmanuel Gooskens, Joni Dambre, Peter Bienstman
- Neuromorphic information processing using silicon photonics(2019)Volume: 11081
Authors: Peter Bienstman, Joni Dambre, Andrew Katumba, Matthias Freiberger, Floris Laporte, Alessio Lugnan, Stijn Sackesyn, Chonghuai Ma, Ganapathi S. Subramania, Stavroula Foteinopoulou
Number of pages: 1 - Silicon photonics for neuromorphic information processing(2018)Volume: 10551
Authors: Peter Bienstman, Joni Dambre, Andrew Katumba, Matthias Freiberger, Floris Laporte, Alessio Lugnan
Pages: 1 - 7 - Neuromorphic computing based on silicon photonics and reservoir computing(2018)
Authors: Andrew Katumba, Matthias Freiberger, Floris Laporte, Alessio Lugnan, Stijn Sackesyn, Chonghuai Ma, Joni Dambre, Peter Bienstman
Pages: 1 - 10 - Integrated dielectric scatterers for fast optical classification of biological cellsVolume: 10689
Authors: Alessio Lugnan, Joni Dambre, Peter Bienstman, Marc Sciamanna, Peter Bienstman
Pages: 1 - 7 - Integrated pillar scatterers for speeding up classification of cell holograms
Authors: Alessio Lugnan, Joni Dambre, Peter Bienstman
Pages: 30526 - 30538 - Coherent optical computing in silicon photonics
Authors: Peter Bienstman, Alessio Lugnan, Chonghuai Ma, Stijn Sackesyn, Emmanuel Gooskens, Sarah Masaad, Muhammed Gouda Ahmed Gouda, Robbe De Prins
Number of pages: 1 - Novel photonic reservoir computing architectures
Authors: Floris Laporte, Alessio Lugnan, Joni Dambre, Peter Bienstman
Pages: 1 - Machine learning issues and opportunities in ultrafast particle classification for label-free microflow cytometry
Authors: Alessio Lugnan, Emmanuel Gooskens, Jeremy Vatin, Joni Dambre, Peter Bienstman
Patents
1 - 5 of 5
- Object classification system and method (Inventor)
- Object classification system and method (Inventor)
- Mixing wave-based computing (Inventor)
- Mixing wave-based computing (Inventor)
- Object classification system and method (Inventor)