Luca Stornaiuolo

Publication Activity (10 Years)

Years Active: 2015-2021
Publications (10 Years): 19

Top Topics

Scientific Computing

Design Space Exploration

Top Venues

IPDPS Workshops

Publications

Mirko Salaris, Andrea Damiani, Edoardo Putti, Luca Stornaiuolo
FPGA-based implementation of 2D Normalized Cross-Correlation for Large Scale Signals. RTSI (2021)
Lorenzo Farinelli, Daniele Valentino De Vincenti, Andrea Damiani, Luca Stornaiuolo, Rolando Brondolin, Marco D. Santambrogio, Donatella Sciuto
Plaster: an Embedded FPGA-based Cluster Orchestrator for Accelerated Distributed Algorithms. IPDPS Workshops (2021)
Luca Stornaiuolo, Nima Dehmamy, Albert-László Barabási, Mauro Martino
3D Topology Transformation with Generative Adversarial Networks. ICCC (2020)
Luca Stornaiuolo, Nima Dehmamy, Albert-László Barabási, Mauro Martino
3D Topology Transformation with Generative Adversarial Networks. CoRR (2020)
Giorgia Fiscaletti, Marco Speziali, Luca Stornaiuolo, Marco D. Santambrogio, Donatella Sciuto
BNNsplit: Binarized Neural Networks for embedded distributed FPGA-based computing systems. DATE (2020)
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)
Jessica Leoni, Asia Ciallella, Luca Stornaiuolo, Marco D. Santambrogio, Donatella Sciuto
EMPhASIS: An EMbedded Public Attention Stress Identification System. IPDPS Workshops (2020)
Giorgia Fiscaletti, Marco Speziali, Luca Stornaiuolo, Marco D. Santambrogio, Donatella Sciuto
Hardware resources analysis of BNNs splitting for FARD-based multi-FPGAs Distributed Systems. IPDPS Workshops (2020)
Luca Stornaiuolo, Massimo Perini, Marco D. Santambrogio, Donatella Sciuto
FPGA-Based Embedded System Implementation of Audio Signal Alignment. IPDPS Workshops (2019)
Enrico Reggiani, Marco Rabozzi, Anna Maria Nestorov, Alberto Scolari, Luca Stornaiuolo, Marco D. Santambrogio
Pareto Optimal Design Space Exploration for Accelerated CNN on FPGA. IPDPS Workshops (2019)
Anna Maria Nestorov, Alberto Scolari, Enrico Reggiani, Luca Stornaiuolo, Marco D. Santambrogio
A Case Study for an Accelerated DCNN on FPGA-Based Embedded Distributed System. IPDPS Workshops (2019)
Luca Stornaiuolo, Marco Rabozzi, Marco D. Santambrogio, Donatella Sciuto, Catalin Bogdan Ciobanu, Giulio Stramondo, Ana Lucia Varbanescu
Building High-Performance, Easy-to-Use Polymorphic Parallel Memories with HLS. VLSI-SoC (Selected Papers) (2018)
Luca Stornaiuolo, Alberto Parravicini, Donatella Sciuto, Marco D. Santambrogio
FIDA: A Framework to Automatically Integrate FPGA Kernels Within Data-Science Applications. IPDPS Workshops (2018)
Luca Stornaiuolo, Marco Rabozzi, Donatella Sciuto, Marco D. Santambrogio, Giulio Stramondo, Catalin Bogdan Ciobanu, Ana Lucia Varbanescu
HLS Support for Polymorphic Parallel Memories. VLSI-SoC (2018)
Catalin Bogdan Ciobanu, Giulio Stramondo, Ana Lucia Varbanescu, Andreas Brokalakis, Antonis Nikitakis, Lorenzo Di Tucci, Marco Rabozzi, Luca Stornaiuolo, Marco D. Santambrogio, Grigorios Chrysos, Charalampos Vatsolakis, Georgios Charitopoulos, Dionisios N. Pnevmatikatos
EXTRA: an open platform for reconfigurable architectures. SAMOS (2018)
Luca Stornaiuolo, Marco D. Santambrogio, Donatella Sciuto
On How to Efficiently Implement Deep Learning Algorithms on PYNQ Platform. ISVLSI (2018)
Luca Stornaiuolo, Alberto Parravicini, Gianluca Durelli, Marco D. Santambrogio
Exploiting FPGAs from Higher Level Languages A Signal Analysis Case Study. IPDPS Workshops (2017)
Lorenzo Di Tucci, Marco Rabozzi, Luca Stornaiuolo, Marco D. Santambrogio
The Role of CAD Frameworks in Heterogeneous FPGA-Based Cloud Systems. ICCD (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)
Luca Stornaiuolo, Paolo Bellavista
State-of-the-art multihoming solutions for Android: A quantitative evaluation and experience report. CNSM (2015)