Lorenzo De Marinis

Assistant Professor

Scuola Superiore Sant'Anna

Italy

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About

Lorenzo De Marinis is an Assistant Professor at Scuola Superiore Sant'Anna in Italy. His research areas encompass neural networks, optical networks, and photonic technologies. Recent articles include studies on low-complexity neural networks for optical failure management and silicon photonic neurons for deep learning applications. He is also focused on the integration of AI in interdisciplinary teams and the analysis of high-speed analog neuromorphic photonics.

Articles (13)

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2025

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2025

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2025

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2024

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2024

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2023

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2023

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2023

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2023

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2023

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2022

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University of Applied Sciences and Arts Northwestern Switzerland

SWITZERLAND

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Lorenzo De Marinis

Research Interests

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Articles (13)

Toward low-complexity neural networks for failure management in optical networks

Addressing optical modulator non-linearities for photonic neural networks

A Silicon Photonic 32-Input Coherent Combiner for Turbulence Mitigation in Free Space Optics Links

Silicon integrated photonic-electronic neuron for noise-resilient deep learning

In-Line Any-Depth Deep Neural Networks Using P4 Switches

Analysis of Integration Technologies for High-Speed Analog Neuromorphic Photonics

Telemetry and AI-based security P4 applications for optical networks [Invited]

Maximizing team synergy in AI-related interdisciplinary groups: an interdisciplinary-by-design iterative methodology

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

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

A Codesigned Integrated Photonic Electronic Neuron

Photonic-aware neural networks

Photonic Integrated Reconfigurable Linear Processors as Neural Network Accelerators

Collaborators (6)

Davide Orsitto

Massimo Piotto

Nicola Andriolli

PAOLO BRUSCHI

Filippo Cugini

Omran Ayoub

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