Bertaccini, Luca

1. RedMule: A Mixed-Precision Matrix-Matrix Operation Engine for Flexible and Energy-Efficient On-Chip Linear Algebra and TinyML Training Acceleration
   2023/01/10 by Tortorella, Yvan, Bertaccini, Luca, Benini, Luca +2 · 5 citations
   #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Hardware Architecture (cs.AR) #Machine Learning (cs.LG)
2. Occamy: A 432-Core 28.1 DP-GFLOP/s/W 83% FPU Utilization Dual-Chiplet, Dual-HBM2E RISC-V-based Accelerator for Stencil and Sparse Linear Algebra Computations with 8-to-64-bit Floating-Point Support in 12nm FinFET
   2024/06/21 by Paulin, Gianna, Scheffler, Paul, Benz, Thomas +11 · 3 citations
   #FOS: Computer and information sciences #Hardware Architecture (cs.AR)
3. RedMulE: A Compact FP16 Matrix-Multiplication Accelerator for Adaptive Deep Learning on RISC-V-Based Ultra-Low-Power SoCs
   2022/04/24 by Yvan Tortorella, Luca Bertaccini, Tortorella, Yvan +7 · 1 citation
   Computer Science · Engineering · #FOS: Computer and information sciences #Ferroelectric and Negative Capacitance Devices #Hardware Architecture (cs.AR) #Parallel Computing and Optimization Techniques #Semiconductor materials and devices
4. MiniFloat-NN and ExSdotp: An ISA Extension and a Modular Open Hardware Unit for Low-Precision Training on RISC-V cores
   2022/07/07 by Bertaccini, Luca, Paulin, Gianna, Fischer, Tim +2 · 1 citation
   #FOS: Computer and information sciences #Hardware Architecture (cs.AR)
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, Amirhossein Kiamarzi, Sinigaglia, Mattia +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. MXDOTP: A RISC-V ISA Extension for Enabling Microscaling (MX) Floating-Point Dot Products
   2025/05/19 by İslamoğlu, Gamze, Bertaccini, Luca, Prasad, Arpan Suravi +3 · 2 citations
   #FOS: Computer and information sciences #Hardware Architecture (cs.AR)
7. Optimizing Foundation Model Inference on a Many-tiny-core Open-source RISC-V Platform
   2024/05/29 by Potocnik, Viviane, Colagrande, Luca, Fischer, Tim +4 · 1 citation
   #Artificial Intelligence (cs.AI) #C.3 #C.4 #Distributed #FOS: Computer and information sciences #Hardware Architecture (cs.AR) #I.2 #Parallel #and Cluster Computing (cs.DC)