Lorenzo De Marinis

Photonic Neural Networks: A Survey

Lorenzo De Marinis, Marco Cococcioni, P. Castoldi et al. · IEEE Access · 2019 · 144 citations · Full text

Engineering, Photonic Solutions, Programmable Photonics +17

Photonic Integrated Reconfigurable Linear Processors as Neural Network Accelerators

Lorenzo De Marinis, Marco Cococcioni, Odile Liboiron-Ladouceur et al. · Applied Sciences · 2021 · 35 citations · Full text

Engineering, Neural Network Layer, Integrated Photonics +16

Photonic-aware neural networks

Emilio Paolini, Lorenzo De Marinis, Marco Cococcioni et al. · Neural Computing and Applications · 2022 · 32 citations · Full text

Photonic Device, Photonics, Convolutional Neural Network +15

Data augmentation to improve performance of neural networks for failure management in optical networks

Lareb Zar Khan, João Pedro, Nelson Costa et al. · Journal of Optical Communications and Networking · 2022 · 25 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +16

High-performance end-to-end deep learning IM/DD link using optics-informed neural networks

Ioannis Roumpos, Lorenzo De Marinis, Manos Kirtas et al. · Optics Express · 2023 · 23 citations · Full text

Free-space Optical Network, Photonics, Engineering +15