Luca Urbinati

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 8

Top Topics

Convolution Kernel

Hardware Implementation

Top Venues

IEEE J. Emerg. Sel. Topics Circuits Syst.

Publications

Edward Manca, Luca Urbinati, Mario R. Casu
STAR: Sum-Together/Apart Reconfigurable Multipliers for Precision-Scalable ML Workloads. DATE (2024)
Luca Urbinati, Mario R. Casu
High-Level Design of Precision-Scalable DNN Accelerators Based on Sum-Together Multipliers. IEEE Access 12 (2024)
Luca Urbinati, Mario R. Casu
Design-Space Exploration of Mixed-precision DNN Accelerators based on Sum-Together Multipliers. PRIME (2023)
Luca Urbinati, Mario R. Casu
A Reconfigurable 2D-Convolution Accelerator for DNNs Quantized with Mixed-Precision. ApplePies (2022)
Luca Urbinati, Mario R. Casu
A Reconfigurable Depth-Wise Convolution Module for Heterogeneously Quantized DNNs. ISCAS (2022)
Marco Ricci, Bernardita Stitic, Luca Urbinati, Giuseppe Di Guglielmo, Jorge A. Tobon Vasquez, Luca P. Carloni, Francesca Vipiana, Mario R. Casu
Machine-Learning-Based Microwave Sensing: A Case Study for the Food Industry. IEEE J. Emerg. Sel. Topics Circuits Syst. 11 (3) (2021)
Luca Urbinati, Marco Ricci, Giovanna Turvani, Jorge A. Tobon Vasquez, Francesca Vipiana, Mario R. Casu
A Machine-Learning Based Microwave Sensing Approach to Food Contaminant Detection. ISCAS (2020)
Luca Gnoli, Giuseppe Carnicelli, Alessio Parisi, Luca Urbinati, Burim Kabashi, Fabio Michieletti, Sebastian Ignacio Peradotto Ibarra, Marco Vacca, Mariagrazia Graziano, Jimson Mathew, Marco Ottavi
Fault Tolerant Photovoltaic Array: A Repair Circuit Based on Memristor Sensing. DFT (2019)