Luca Urbinati

According to our database, Luca Urbinati authored at least 10 papers between 2019 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2026

On-Device Deep Learning for RIS Beamforming: Design and Latency-Rate Trade-Offs.

Luca Urbinati, Nicolò Decarli, Francesco Guidi, Anna Guerra, Barbara Mavi Masini, Alberto Zanella

IEEE Open J. Commun. Soc., 2026

2025

Accelerating Mixed-Precision QNN Inference on RISC-V MCUs With the STAR-MAC Unit.

Edward Manca, Luca Urbinati, Mario R. Casu

IEEE Access, 2025

2024

High-Level Design of Precision-Scalable DNN Accelerators Based on Sum-Together Multipliers.

Luca Urbinati, Mario R. Casu

IEEE Access, 2024

STAR: Sum-Together/Apart Reconfigurable Multipliers for Precision-Scalable ML Workloads.

Edward Manca, Luca Urbinati, Mario R. Casu

Proceedings of the Design, Automation & Test in Europe Conference & Exhibition, 2024

2023

Design-Space Exploration of Mixed-precision DNN Accelerators based on Sum-Together Multipliers.

Luca Urbinati, Mario R. Casu

Proceedings of the 18th Conference on Ph.D Research in Microelectronics and Electronics, 2023

2022

A Reconfigurable Depth-Wise Convolution Module for Heterogeneously Quantized DNNs.

Luca Urbinati, Mario R. Casu

Proceedings of the IEEE International Symposium on Circuits and Systems, 2022

A Reconfigurable 2D-Convolution Accelerator for DNNs Quantized with Mixed-Precision.

Luca Urbinati, Mario R. Casu

Proceedings of the Applications in Electronics Pervading Industry, Environment and Society, 2022

2021

Machine-Learning-Based Microwave Sensing: A Case Study for the Food Industry.

Marco Ricci, Bernardita Stitic, Luca Urbinati, Giuseppe Di Guglielmo, Jorge A. Tobon Vasquez, Luca P. Carloni, Francesca Vipiana, Mario R. Casu

IEEE J. Emerg. Sel. Topics Circuits Syst., 2021

2020

A Machine-Learning Based Microwave Sensing Approach to Food Contaminant Detection.

Luca Urbinati, Marco Ricci, Giovanna Turvani, Jorge A. Tobon Vasquez, Francesca Vipiana, Mario R. Casu

Proceedings of the IEEE International Symposium on Circuits and Systems, 2020

2019

Fault Tolerant Photovoltaic Array: A Repair Circuit Based on Memristor Sensing.

Luca Gnoli, Giuseppe Carnicelli, Alessio Parisi, Luca Urbinati, Burim Kabashi, Fabio Michieletti, Sebastian Ignacio Peradotto Ibarra, Marco Vacca, Mariagrazia Graziano, Jimson Mathew, Marco Ottavi

Proceedings of the 2019 IEEE International Symposium on Defect and Fault Tolerance in VLSI and Nanotechnology Systems, 2019