Alessio Lugnan
Universiteit Gent
H-index: 6
Europe-Belgium
Top articles of Alessio Lugnan
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
Photonic Neural Networks Based on Integrated Silicon Microresonators | Stefano Biasi Giovanni Donati Alessio Lugnan Mattia Mancinelli Emiliano Staffoli | 2024/1/16 | |
Performance enhancement via synaptic plasticity in an integrated photonic recurrent neural network with phase-change materials | Alessio Lugnan Samarth Aggarwal Frank Brückerhoff-Plückelmann Wolfram HP Pernice Harish Bhaskaran | 2023/6/26 | |
Training a spiking neural network on an event-based label-free flow cytometry dataset | arXiv preprint arXiv:2303.10632 | Muhammed Gouda Steven Abreu Alessio Lugnan Peter Bienstman | 2023/3/19 |
Improving the classification accuracy in label-free flow cytometry using event-based vision and simple logistic regression | IEEE Journal of Selected Topics in Quantum Electronics | Muhammed Gouda Alessio Lugnan Joni Dambre Gerd van den Branden Christoph Posch | 2023/2/10 |
Optical computing in silicon photonics: self-adapting ring networks and quantum recurrent neural networks | Peter Bienstman Alessio Lugnan S Aggarwal F Bruckerhoff-Pluckelmann WHP Pernice | 2023 | |
Emergent self-adaptation in an integrated photonic neural network for backpropagation-free learning | arXiv preprint arXiv:2312.03802 | Alessio Lugnan Samarth Aggarwal Frank Brückerhoff-Plückelmann C David Wright Wolfram HP Pernice | 2023/12/6 |
Flow cytometry with event-based vision and spiking neuromorphic hardware | Steven Abreu Muhammed Gouda Alessio Lugnan Peter Bienstman | 2023 | |
Silicon Ring Resonator with Phase-Change Material as a Plastic Dynamical Node for Scalable All-Optical Neural Networks with Synaptic Plasticity | Alessio Lugnan Santiago Garcia-Cuevas Carrillo Junchao Song Samarth Aggarwal Frank Brückerhoff-Plückelmann | 2023/7/2 | |
Object classification system and method | 2022/10/18 | ||
Rigorous dynamic model of a silicon ring resonator with phase change material for a neuromorphic node | Optics Express | Alessio Lugnan Santiago García-Cuevas Carrillo C David Wright Peter Bienstman | 2022/7/4 |
Event-based vision for improved classification accuracy in label-free flow cytometry | Muhammed Gouda Ahmed Gouda Alessio Lugnan Joni Dambre Gerd Van den Branden Christoph Posch | 2022 | |
Coherent optical computing in silicon photonics | Peter Bienstman Alessio Lugnan Chonghuai Ma Stijn Sackesyn Emmanuel Gooskens | 2022 | |
Photonic neuromorphic computing using silicon chips | Peter Bienstman Joni Dambre Alessio Lugnan Stijn Sackesyn Chonghuai Ma | 2021 | |
Silicon photonics for brain-inspired neuromorphic information processing | Peter Bienstman Joni Dambre Alessio Lugnan Stijn Sackesyn Chonghuai Ma | 2021 | |
Reservoir computing for high-speed photonic information processing | Peter Bienstman Joni Dambre Alessio Lugnan Stijn Sackesyn Chonghuai Ma | 2021 | |
Photonic reservoir computing for high-speed neuromorphic computing applications | Alessio Lugnan Stijn Sackesyn Chonghuai Ma Emmanuel Gooskens Muhammed Gouda Ahmed Gouda | 2021 | |
Photonics-based machine learning to speed up and simplify label-free flow cytometry | Alessio Lugnan | 2021 | |
System-level simulation for integrated phase-change photonics | Journal of Lightwave Technology | Santiago García-Cuevas Carrillo Alessio Lugnan Emanuele Gemo Peter Bienstman Wolfram HP Pernice | 2021/7/26 |
Machine learning issues and opportunities in ultrafast particle classification for label-free microflow cytometry | Scientific Reports | Alessio Lugnan Emmanuel Gooskens Jeremy Vatin Joni Dambre Peter Bienstman | 2020/11/26 |
Mixing wave-based computing | 2020/7/16 |
