Giuseppe Natale

Publication Activity (10 Years)

Years Active: 2016-2024
Publications (10 Years): 13

Top Topics

Highly Optimized

Design Space Exploration

Scientific Computing

Convolutional Neural Networks

Top Venues

IPDPS Workshops

ACM Trans. Reconfigurable Technol. Syst.

Publications

Giuseppe Natale
On the Computation of 2-Dimensional Recurrence Equations. CoRR (2024)
Enrico Reggiani, Emanuele Del Sozzo, Davide Conficconi, Giuseppe Natale, Carlo Moroni, Marco D. Santambrogio
Enhancing the Scalability of Multi-FPGA Stencil Computations via Highly Optimized HDL Components. ACM Trans. Reconfigurable Technol. Syst. 14 (3) (2021)
Luca Stornaiuolo, Filippo Carloni, Riccardo Pressiani, Giuseppe Natale, Marco D. Santambrogio, Donatella Sciuto
Enabling transparent hardware acceleration on Zynq SoC for scientific computing. SIGBED Rev. 17 (1) (2020)
Niccolo Raspa, Giuseppe Natale, Marco Bacis, Marco D. Santambrogio
A Framework with Cloud Integration for CNN Acceleration on FPGA Devices. IPDPS Workshops (2018)
Enrico Reggiani, Giuseppe Natale, Carlo Moroni, Marco D. Santambrogio
An FPGA-Based Acceleration Methodology and Performance Model for Iterative Stencils. IPDPS Workshops (2018)
Giuseppe Natale, Marco Bacis, Marco Domenico Santambrogio
On How to Design Dataflow FPGA-Based Accelerators for Convolutional Neural Networks. ISVLSI (2017)
Marco Rabozzi, Giuseppe Natale, Biagio Festa, Antonio Miele, Marco D. Santambrogio
Optimizing streaming stencil time-step designs via FPGA floorplanning. FPL (2017)
Marco Bacis, Giuseppe Natale, Emanuele Del Sozzo, Marco Domenico Santambrogio
A Pipelined and Scalable Dataflow Implementation of Convolutional Neural Networks on FPGA. IPDPS Workshops (2017)
Alessandro Pappalardo, Giuseppe Natale, Marco Domenico Santambrogio
A Feedback-Based Design Space Exploration Subsystem for the Automation of Architectures Synthesis on Proprietary FPGA Toolchains. DSD (2017)
Marco Rabozzi, Giuseppe Natale, Emanuele Del Sozzo, Alberto Scolari, Luca Stornaiuolo, Marco D. Santambrogio
Heterogeneous exascale supercomputing: The role of CAD in the exaFPGA project. DATE (2017)
Marco Rabozzi, Rolando Brondolin, Giuseppe Natale, Emanuele Del Sozzo, Michael Hübner, Andreas Brokalakis, Catalin Bogdan Ciobanu, Dirk Stroobandt, Marco Domenico Santambrogio
A CAD Open Platform for High Performance Reconfigurable Systems in the EXTRA Project. ISVLSI (2017)
Riccardo Cattaneo, Giuseppe Natale, Carlo Sicignano, Donatella Sciuto, Marco Domenico Santambrogio
On How to Accelerate Iterative Stencil Loops: A Scalable Streaming-Based Approach. ACM Trans. Archit. Code Optim. 12 (4) (2016)
Giuseppe Natale, Giulio Stramondo, Pietro Bressana, Riccardo Cattaneo, Donatella Sciuto, Marco D. Santambrogio
A polyhedral model-based framework for dataflow implementation on FPGA devices of iterative stencil loops. ICCAD (2016)