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| 93 |
Photonic neuromorphic information processing and reservoir computing,
A. Lugnan, A. Katumba, F. Laporte, M. Freiberger, S. Sackesyn, C. Ma, E.J.C. Gooskens, J. Dambre, P. Bienstman,
APL Photonics (invited), 5, p.020901 doi:10.1063/1.5129762 (2020) |  |
| 47 |
Neuromorphic computing based on silicon photonics and reservoir computing,
A. Katumba, M. Freiberger, F. Laporte, A. Lugnan, S. Sackesyn, C. Ma, J. Dambre, P. Bienstman,
IEEE Journal on Selected Topics in Quantum Electronics (invited), 24(6), p.8300310 (10 pages) doi:10.1109/JSTQE.2018.2821843 (2018) | |
| 15 |
Emergent self-adaptation in an integrated photonic neural network for backpropagation-free learning,
A. Lugnan, S. Aggarwal, F. Brückerhoff-Plückelmann, D. Wright, W. Pernice, H. Bhaskaran, P. Bienstman,
Advanced Science, p.2404920 doi:10.1002/advs.202404920 (2024) | |
| 14 |
System-Level Simulation for Integrated Phase-Change Photonics,
Santiago Garcia-Cuevas Carrillo, A. Lugnan, Emanuele Gemo, P. Bienstman, Wolfram H. P. Pernice, Harish Bhaskaran, C. David Wright,
Journal of lightwave technology, 39(20), p. 6392 - 6402 doi:10.1109/JLT.2021.3099914 (2021) | |
| 13 |
Rigorous dynamic model of a silicon ring resonator with phase change material for a neuromorphic node,
A. Lugnan, Santiago Garcia-Cuevas Carrillo, C. David Wright, P. Bienstman,
Optics Express, 30(14), p.25177-25194 doi:10.1364/OE.459364 (2022) | |
Most cited publications of Alessio Lugnan (since 2021)
| 15 |
Emergent self-adaptation in an integrated photonic neural network for backpropagation-free learning,
A. Lugnan, S. Aggarwal, F. Brückerhoff-Plückelmann, D. Wright, W. Pernice, H. Bhaskaran, P. Bienstman,
Advanced Science, p.2404920 doi:10.1002/advs.202404920 (2024) | |
| 14 |
System-Level Simulation for Integrated Phase-Change Photonics,
Santiago Garcia-Cuevas Carrillo, A. Lugnan, Emanuele Gemo, P. Bienstman, Wolfram H. P. Pernice, Harish Bhaskaran, C. David Wright,
Journal of lightwave technology, 39(20), p. 6392 - 6402 doi:10.1109/JLT.2021.3099914 (2021) | |
| 13 |
Rigorous dynamic model of a silicon ring resonator with phase change material for a neuromorphic node,
A. Lugnan, Santiago Garcia-Cuevas Carrillo, C. David Wright, P. Bienstman,
Optics Express, 30(14), p.25177-25194 doi:10.1364/OE.459364 (2022) | |
| 12 |
Improving the classification accuracy in label-free flow cytometry using event-based vision and simple logistic regression,
M. Gouda, A. Lugnan, J. Dambre, G. V. Branden, C. Posch, P. Bienstman,
IEEE Journal on Selected Topics in Quantum Electronics, (Optical computing), p.8 doi:10.1109/JSTQE.2023.3244040 (2023) | |
| 10 |
Reservoir Computing with All-Optical Non-Fading Memory in a Self-Pulsing Microresonator Network,
A. Lugnan, S. Biasi, A. Foradori, P. Bienstman, L. Pavesi,
Advanced Optical Materials, doi:10.1002/adom.202403133 (2025) | |
| 10 |
Flow cytometry with event-based vision and spiking neuromorphic hardware,
Steven Abreu, M. Gouda, A. Lugnan, P. Bienstman,
IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops (CVPRW), Canada, doi:10.1109/CVPRW59228.2023.00435 (2023) | |
Types of Publications
Invited Publications
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