Articles with public access mandates - Lorenzo De MarinisLearn more
Not available anywhere: 2
Improving Noise Resilience in End-To-End Deep Learning Optical Fiber Transmission Links
L De Marinis, I Roumpos, G Mourgias-Alexandris, M Kirtas, N Passalis, ...
2022 Asia Communications and Photonics Conference (ACP), 1881-1884, 2022
Mandates: European Commission
A 32-Input Integrated Coherent Combiner
PS Kincaid, L De Marinis, G Contestabile, V Michau, Y Lucas, L Krafft, ...
2024 IEEE Photonics Society Summer Topicals Meeting Series (SUM), 1-2, 2024
Mandates: European Commission
Available somewhere: 17
Photonic neural networks: A survey
L De Marinis, M Cococcioni, P Castoldi, N Andriolli
Ieee Access 7, 175827-175841, 2019
Mandates: Government of Italy
Photonic integrated reconfigurable linear processors as neural network accelerators
L De Marinis, M Cococcioni, O Liboiron-Ladouceur, G Contestabile, ...
Applied Sciences 11 (13), 6232, 2021
Mandates: Government of Italy
A codesigned integrated photonic electronic neuron
L De Marinis, A Catania, P Castoldi, G Contestabile, P Bruschi, M Piotto, ...
IEEE Journal of Quantum Electronics 58 (5), 1-10, 2022
Mandates: Government of Italy
Data augmentation to improve performance of neural networks for failure management in optical networks
LZ Khan, J Pedro, N Costa, L De Marinis, A Napoli, N Sambo
Journal of Optical Communications and Networking 15 (1), 57-67, 2022
Mandates: European Commission
Telemetry and AI-based security P4 applications for optical networks
F Cugini, D Scano, A Giorgetti, A Sgambelluri, L De Marinis, P Castoldi, ...
Journal of Optical Communications and Networking 15 (1), A1-A10, 2023
Mandates: European Commission
High-performance end-to-end deep learning IM/DD link using optics-informed neural networks
I Roumpos, LD Marinis, M Kirtas, N Passalis, A Tefas, G Contestabile, ...
Optics Express 31 (12), 20068-20079, 2023
Mandates: European Commission
Analysis of Integration Technologies for High-Speed Analog Neuromorphic Photonics
L De Marinis, N Andriolli, G Contestabile
IEEE Journal of Selected Topics in Quantum Electronics 29 (6: Photonic …, 2023
Mandates: Government of Italy
FTG-Net-E: A hierarchical ensemble graph neural network for DDoS attack detection
RA Bakar, L De Marinis, F Cugini, F Paolucci
Computer Networks 250, 110508, 2024
Mandates: European Commission
Leveraging lithium niobate on insulator technology for photonic analog computing
L De Marinis, E Paolini, G Contestabile, N Andriolli
2022 Italian Conference on Optics and Photonics (ICOP), 1-4, 2022
Mandates: European Commission, Government of Italy
Cascaded Look Up Table Distillation of P4 Deep Neural Network Switches
L De Marinis, E Paolini, RA Bakar, F Cugini, F Paolucci
GLOBECOM 2023-2023 IEEE Global Communications Conference, 2111-2116, 2023
Mandates: European Commission
In-Line Any-Depth Deep Neural Networks Using P4 Switches
E Paolini, L De Marinis, D Scano, F Paolucci
IEEE Open Journal of the Communications Society, 2024
Mandates: European Commission
CHARLES: A C++ fixed-point library for Photonic-Aware Neural Networks
E Paolini, L De Marinis, L Maggiani, M Cococcioni, N Andriolli
Neural Networks 162, 531-540, 2023
Mandates: European Commission, Government of Italy
Silicon integrated photonic-electronic neuron for noise-resilient deep learning
I Roumpos, L De Marinis, S Kovaios, PS Kincaid, E Paolini, A Tsakyridis, ...
Optics Express 32 (20), 34264-34274, 2024
Mandates: European Commission
Optimizing Deep Learning-based Failure Management in Optical Networks by Monitoring Relative Neural Activity
LZ Khan, J Pedro, O Ayoub, N Costa, A Sgambelluri, L De Marinis, ...
2024 International Conference on Optical Network Design and Modeling (ONDM), 1-3, 2024
Mandates: European Commission
The potential of data augmentation for failure management in optical networks
N Sambo, LZ Khan, J Pedro, N Costa, L De Marinis, A Napoli
Photonic Networks and Devices, NeM3B. 1, 2023
Mandates: European Commission
Physics-inspired End-to-End Deep Learning for High-Performance Optical Fiber Transmission Links
I Roumpos, L De Marinis, G Mourgias-Alexandris, M Kirtas, N Passalis, ...
CLEO: Science and Innovations, SF1F. 6, 2023
Mandates: European Commission
Photonic-aware Neural Networks for Packet Classification in URLLC scenarios
E Paolini, F Civerchia, L De Marinis, L Valcarenghi, L Maggiani, ...
2022 IEEE 23rd International Conference on High Performance Switching and …, 2022
Mandates: European Commission, Government of Italy
Publication and funding information is determined automatically by a computer program