| Photonic neural networks: A survey L De Marinis, M Cococcioni, P Castoldi, N Andriolli IEEE Access 7, 175827-175841, 2019 | 124 | 2019 |
| 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 | 29 | 2021 |
| Photonic-aware neural networks E Paolini, L De Marinis, M Cococcioni, L Valcarenghi, L Maggiani, ... Neural Computing and Applications 34 (18), 15589-15601, 2022 | 23 | 2022 |
| 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 | 16 | 2022 |
| 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, 2023 | 12 | 2023 |
| 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 | 12 | 2023 |
| Demonstration of P4 neural network switch F Paolucci, L De Marinis, P Castoldi, F Cugini Optical Fiber Communication Conference, M2B. 10, 2021 | 11 | 2021 |
| A codesigned photonic electronic MAC neuron with ADC-embedded nonlinearity L De Marinis, A Catania, P Castoldi, P Bruschi, M Piotto, N Andriolli CLEO: science and innovations, AW3E. 4, 2021 | 11 | 2021 |
| Maximizing team synergy in AI-related interdisciplinary groups: an interdisciplinary-by-design iterative methodology P Bisconti, D Orsitto, F Fedorczyk, F Brau, M Capasso, L De Marinis, ... AI & SOCIETY 38 (4), 1443-1452, 2023 | 7 | 2023 |
| High-performance end-to-end deep learning IM/DD link using optics-informed neural networks I Roumpos, L De Marinis, M Kirtas, N Passalis, A Tefas, G Contestabile, ... Optics Express 31 (12), 20068-20079, 2023 | 7 | 2023 |
| FTG-Net: Hierarchical Flow-to-Traffic Graph Neural Network for DDoS Attack Detection L Barsellotti, L De Marinis, F Cugini, F Paolucci 2023 IEEE 24th International Conference on High Performance Switching and …, 2023 | 4 | 2023 |
| 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, 2023 | 4 | 2023 |
| A silicon nitride reconfigurable linear optical processor L De Marinis, G Contestabile, P Castoldi, N Andriolli Optical Fiber Communication Conference, Tu1C. 6, 2021 | 4 | 2021 |
| 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 | 3 | 2022 |
| 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 | 3 | 2022 |
| Characterization and ENOB Analysis of a Reconfigurable Linear Optical Processor L De Marinis, O Liboiron-Ladouceur, N Andriolli Photonics in Switching and Computing, PsW1F. 4, 2020 | 3 | 2020 |
| A photonic accelerator for feature map generation in convolutional neural networks L De Marinis, F Nesti, M Cococcioni, N Andriolli Photonics in Switching and Computing, PsTh1F. 3, 2020 | 3 | 2020 |
| A lithium niobate on insulator based photonic neural network L De Marinis, G Contestabile, N Andriolli 2022 27th OptoElectronics and Communications Conference (OECC) and 2022 …, 2022 | 2 | 2022 |
| 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 | 1 | 2023 |
| 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 | 1 | 2023 |
Nicola AndriolliAssociate Professor, University of Pisa在 unipi.it 的电子邮件经过验证
