Fabrizio Ferrandi

Institut Régional d'Administration de Bastia — France

Computer Science · Physical Sciences

24h-index2.9kcitations222works2.62yr avg
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Research Topics

Embedded Systems Design Techniques(123), Parallel Computing and Optimization Techniques(88), VLSI and Analog Circuit Testing(70), Interconnection Networks and Systems(48), Radiation Effects in Electronics(29)

Publications222 total

Adaptive Multidimensional Quadrature on Multi-GPU Systems
arXiv (Cornell University)·2025Open Access
Augmented Co-Simulation for Fast Functional and System-Level Verification of HLS Accelerators
2025Open Access
POSTER: A System-level HW/SW Co-simulation Framework for HLS-generated Accelerators
2025Open Access
Accessibilité au TAVI dans un centre dépourvu de chirurgie cardiaque : Un exemple Corse
Annales de Cardiologie et d Angéiologie·2025
A Survey on Deep Learning Hardware Accelerators for Heterogeneous HPC Platforms
ACM Computing Surveys·2025· 37 citedOpen Access
Multi-Partner Project: Architectures and Design Methodologies to Accelerate AI Workloads. The ICSC Flagship 2 Project
2025Open Access
A Synthesis Methodology for Intelligent Memory Interfaces in Accelerator Systems
2025
Pre-scheduling of Affine Loops for HLS Pipelining
Lecture notes in computer science·2025Open Access
Extending High-Level Synthesis with AI/ML Methods
2024· 1 cited
To Cache or not to Cache? Exploring the Design Space of Tunable, HLS-generated Accelerators
Proceedings of the International Symposium on Memory Systems·2024
SPARTA: High-Level Synthesis of Parallel Multi-Threaded Accelerators
ACM Transactions on Reconfigurable Technology and Systems·2024· 2 citedOpen Access
A DNN-based Background Segmentation Accelerator for FPGA-equipped satellites
2024Open Access
High-level synthesis for complex applications: the Bambu approach
2024Open Access
Etna: MLIR-Based System-Level Design and Optimization for Transparent Application Execution on CPU-FPGA Nodes
2024Open Access
A System Development Kit for Big Data Applications on FPGA-based Clusters: The EVEREST Approach
2024· 2 citedOpen Access
A System Development Kit for Big Data Applications on FPGA-based Clusters: The EVEREST Approach
arXiv (Cornell University)·2024Open Access
Towards Automated Generation of Chiplet-Based Systems Invited Paper
2024· 3 cited
A Survey on Design Methodologies for Accelerating Deep Learning on Heterogeneous Architectures
arXiv (Cornell University)·2023· 2 citedOpen Access
A Survey on Deep Learning Hardware Accelerators for Heterogeneous HPC Platforms
arXiv (Cornell University)·2023· 30 citedOpen Access
High-Level Synthesis of the OpenMP runtime to improve the generation of parallel accelerators
2023Open Access
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Frequent Co-authors

Donatella Sciuto(34), Christian Pilato(16), Antonino Tumeo(15), Gianluca Palermo(8), Pier Luca Lanzi(7), Franco Fummi(7), Marco D. Santambrogio(6), Serena Curzel(5), Vito Giovanni Castellana(4), Marco Lattuada(4), Matteo Monchiero(4), Pietro Fezzardi(3), Marco Minutoli(3), A. Donato(3), Vlad-Mihai Sima(2), Koen Bertels(2), Angelo P. E. Rosiello(2), Michele Fiorito(2), Daniele Loiacono(2), Cristina Silvano(2)