Author

Filippo Caruso

2 papers indexed here

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Preprint Oct 2026

Divide et Impera quantum neural networks for modular hybrid computing architectures

Quantum machine learning is rapidly emerging as a promising and potentially more sustainable approach that can complement traditional, energy-hungry HPC, AI, and GPU resources-particularly for the demanding global challenges the world urgently needs to address. In recent years, the first prototypes of quantum processor...

Emanuele Casciaro, Fabio Mascherpa, Alfonso Amendola et al. · 0 citations

#artificial intelligence Preprint Sep 2026

Quantum Diffusion Models for Medical Image Analysis

A scalable hybrid Quantum Diffusion Model is presented, based on a Discrete-Time Quantum Walk algorithm, executed on a real quantum device, to model the forward dynamics of the diffusion model, and its use for medical image analysis is evaluated.

Francesco Aldo Venturelli, Stefano Martina, Marco Parigi et al. · 0 citations