Dr. Alessio Lugnan Profile

Dr. Alessio Lugnan

at Univ degli Studi di Trento

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Author

Publications (4)

Proceedings Article | 18 June 2024 Presentation + Paper

Large-scale neural network in passive silicon photonics for biologically plausible learning

Alessio Lugnan, Alessandro Foradori, Stefano Biasi, Peter Bienstman, Lorenzo Pavesi

Proceedings Volume 13017, 130170S (2024) https://doi.org/10.1117/12.3017123

KEYWORDS: Photonics, Artificial neural networks, Machine learning, Nonlinear optics, Silicon photonics, Neural networks, Reservoir computing, Nonlinear dynamics

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Proceedings Article | 5 September 2019 Presentation + Paper

Neuromorphic information processing using silicon photonics

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

Proceedings Volume 11081, 110811I (2019) https://doi.org/10.1117/12.2524707

KEYWORDS: Photonics, Quantization, Silicon photonics, Integrated photonics, Computing systems, Nonlinear optics, Telecommunications

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Proceedings Article | 21 May 2018 Paper

Integrated dielectric scatterers for fast optical classification of biological cells

Alessio Lugnan, Joni Dambre, Peter Bienstman

Proceedings Volume 10689, 1068907 (2018) https://doi.org/10.1117/12.2306654

KEYWORDS: Integrated optics, Optical resonators, Image processing, Biomedical optics, Holograms, Finite-difference time-domain method, Machine learning

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Proceedings Article | 14 February 2018 Paper

Silicon photonics for neuromorphic information processing

Peter Bienstman, Joni Dambre, Andrew Katumba, Matthias Freiberger, Floris Laporte, Alessio Lugnan

Proceedings Volume 10551, 105510K (2018) https://doi.org/10.1117/12.2284391

KEYWORDS: Photonics, Data processing, Photodetectors, Silicon photonics, Image classification, Holograms, Analog electronics, Integrated photonics, Image processing, Computing systems

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