Author

G. Di Guglielmo

2 papers indexed here

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Preprint Oct 2026

Reconfigurable On-Chip AI for Particle Physics Detectors with Logic Neural Networks

On-device machine learning is increasingly important in applications where extreme data rates or resource constraints make centralized processing infeasible. Logic neural networks (LNNs), which directly learn Boolean logic instead of conventional arithmetic operations, have recently emerged as a state-of-the-art approa...

Mila Bileska, L. Gerlach, Jennet Dickinson et al. · 0 citations

#machine learning Jul 2026

Real-Time Detection of Charge Jumps in Superconducting Qubits with a Convolutional Neural Network

This paper presents an online detector of charge jumps for superconducting qubits, based on a dilated causal convolutional neural network (DCCNN) designed for in-the-loop deployment on the Quantum Instrumentation Control Kit (QICK) platform, enabling adaptive protocols that respond to radiation-induced events in situ.

Daniel Gaytan-Villarreal, P. Meiring, D. Baxter et al. · arXiv.org · 1 citation