All Stories

  1. A Survey on Deep Learning Hardware Accelerators for Heterogeneous HPC Platforms

    Article • ACM Computing Surveys, June 2025, ACM (Association for Computing Machinery)

    Fabrizio Ferrandi, Valeria Cardellini

  2. A Synthesis Methodology for Intelligent Memory Interfaces in Accelerator Systems

    Article • January 2025, ACM (Association for Computing Machinery)

    Fabrizio Ferrandi, Antonino Tumeo

  3. SPARTA: High-Level Synthesis of Parallel Multi-Threaded Accelerators

    Article • ACM Transactions on Reconfigurable Technology and Systems, December 2024, ACM (Association for Computing Machinery)

    Antonino Tumeo, Fabrizio Ferrandi

  4. Extending High-Level Synthesis with AI/ML Methods

    Article • October 2024, ACM (Association for Computing Machinery)

    Fabrizio Ferrandi, Antonino Tumeo

  5. High-level synthesis for complex applications: the Bambu approach

    Article • May 2024, ACM (Association for Computing Machinery)

    Fabrizio Ferrandi

  6. A DNN-based Background Segmentation Accelerator for FPGA-equipped satellites

    Article • May 2024, ACM (Association for Computing Machinery)

    Fabrizio Ferrandi

  7. High-Level Synthesis of the OpenMP runtime to improve the generation of parallel accelerators

    Article • May 2023, ACM (Association for Computing Machinery)

    Fabrizio Ferrandi

  8. Exploration of Synthesis Methods from Simulink Models to FPGA for Aerospace Applications

    Article • May 2023, ACM (Association for Computing Machinery)

    Fabrizio Ferrandi

  9. MLIR Loop Optimizations for High-Level Synthesis

    Article • October 2022, ACM (Association for Computing Machinery)

    Antonino Tumeo, Fabrizio Ferrandi

  10. Hardware acceleration of complex machine learning models through modern high-level synthesis

    Article • May 2022, ACM (Association for Computing Machinery)

    Antonino Tumeo, Fabrizio Ferrandi

  11. Automated Bug Detection for High-level Synthesis of Multi-threaded Irregular Applications

    Article • ACM Transactions on Parallel Computing, November 2020, ACM (Association for Computing Machinery)

    Fabrizio Ferrandi

  12. Using Efficient Path Profiling to Optimize Memory Consumption of On-Chip Debugging for High-Level Synthesis

    Article • ACM Transactions on Embedded Computing Systems, October 2017, ACM (Association for Computing Machinery)

    Fabrizio Ferrandi

  13. Efficient synthesis of graph methods

    Article • November 2016, ACM (Association for Computing Machinery)

    Fabrizio Ferrandi, Antonino Tumeo