Tagliavini, Giuseppe

1. A Mixed-Precision RISC-V Processor for Extreme-Edge DNN Inference
   2020/10/08 by Ottavi, Gianmarco, Garofalo, Angelo, Tagliavini, Giuseppe +3 · 3 citations
   #FOS: Computer and information sciences #Hardware Architecture (cs.AR)
2. A Transprecision Floating-Point Platform for Ultra-Low Power Computing
   2017/11/28 by Giuseppe Tagliavini, Stefan Mach, Tagliavini, Giuseppe +7 · 1 citation
   Computer Science · Engineering · #Digital Filter Design and Implementation #FOS: Computer and information sciences #Hardware Architecture (cs.AR) #Low-power high-performance VLSI design #Numerical Methods and Algorithms
3. XpulpNN: Enabling Energy Efficient and Flexible Inference of Quantized Neural Network on RISC-V based IoT End Nodes
   2020/11/29 by Garofalo, Angelo, Tagliavini, Giuseppe, Conti, Francesco +2 · 1 citation
   #FOS: Computer and information sciences #Hardware Architecture (cs.AR)
4. DNN is not all you need: Parallelizing Non-Neural ML Algorithms on Ultra-Low-Power IoT Processors
   2021/07/16 by Enrico Tabanelli, Tabanelli, Enrico, Giuseppe Tagliavini +3 · 1 citation
   Computer Science · Engineering · #Advanced Memory and Neural Computing #Advanced Neural Network Applications #FOS: Computer and information sciences #FOS: Electrical engineering #Hardware Architecture (cs.AR) #Image and Video Processing (eess.IV) #Parallel Computing and Optimization Techniques #electronic engineering #information engineering
5. Maestro: A 302 GFLOPS/W and 19.8GFLOPS RISC-V Vector-Tensor Architecture for Wearable Ultrasound Edge Computing
   2025/03/06 by M. Sinigaglia, Sinigaglia, Mattia, Amirhossein Kiamarzi +25 · 2 citations
   Engineering · Medicine · #Advanced Sensor and Energy Harvesting Materials #FOS: Computer and information sciences #FOS: Electrical engineering #Ferroelectric and Negative Capacitance Devices #Hardware Architecture (cs.AR) #Systems and Control (eess.SY) #Ultrasound Imaging and Elastography #electronic engineering #information engineering
6. Open-Source Heterogeneous SoCs for AI: The PULP Platform Experience
   2024/12/29 by Francesco Conti, Angelo Garofalo, Conti, Francesco +7 · 1 citation
   Computer Science · Engineering · #CCD and CMOS Imaging Sensors #Embedded Systems Design Techniques #FOS: Computer and information sciences #FOS: Electrical engineering #Hardware Architecture (cs.AR) #Neural and Evolutionary Computing (cs.NE) #Parallel Computing and Optimization Techniques #Signal Processing (eess.SP) #electronic engineering #information engineering