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URBINATI, LUCA

URBINATI, LUCA  

Istituto di Elettronica e di Ingegneria dell'Informazione e delle Telecomunicazioni - IEIIT  

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Titolo Data di pubblicazione Autore(i) File
Accelerating Quantized DNN Layers on RISC-V with a STAR MAC Unit 1-gen-2024 Manca, Edward; Urbinati, Luca; Casu, Mario R.
Enhanced Machine-Learning Flow for Microwave-Sensing Systems for Contaminant Detection in Food 1-gen-2024 Štitić, Bernardita; Urbinati, Luca; Guglielmo, Giuseppe Di; Carloni, Luca P.; Casu, Mario R.
High-Level Design of Precision-Scalable DNN Accelerators Based on Sum-Together Multipliers 1-gen-2024 Urbinati, Luca; Casu, Mario R.
STAR: Sum-Together/Apart Reconfigurable Multipliers for Precision-Scalable ML Workloads 1-gen-2024 Manca, Edward; Urbinati, Luca; Casu, Mario R.
A Reconfigurable 2D-Convolution Accelerator for DNNs Quantized with Mixed-Precision 1-gen-2023 Casu, Mario Roberto; Urbinati, Luca
A Reconfigurable Multiplier/Dot-Product Unit for Precision-Scalable Deep Learning Applications 1-gen-2023 Urbinati, Luca; Casu, Mario R.
Design-Space Exploration of Mixed-precision DNN Accelerators based on Sum-Together Multipliers 1-gen-2023 Urbinati, Luca; Casu, Mario R.
Enhanced Machine-Learning Flow for Microwave-Sensing Systems to Detect Contaminants in Food 1-gen-2023 Štitić, Bernardita; Urbinati, Luca; Di Guglielmo, Giuseppe; Carloni, Luca; Casu, Mario R.
A Reconfigurable Depth-Wise Convolution Module for Heterogeneously Quantized DNNs 1-gen-2022 Urbinati, Luca; Casu, Mario R.
Machine-Learning Based Microwave Sensing: A Case Study for the Food Industry 1-gen-2021 Ricci, M.; Stitic, B.; Urbinati, L.; Di Guglielmo, G.; Tobon Vasquez, J. A.; Carloni, L. P.; Vipiana, F.; Casu, M. R.
A Machine-Learning Based Microwave Sensing Approach to Food Contaminant Detection 1-gen-2020 Urbinati, Luca; Ricci, Marco; Turvani, Giovanna; Vasquez, Jorge A. Tobon; Vipiana, Francesca; Casu, Mario R.