Luca Stornaiuolo

According to our database, Luca Stornaiuolo authored at least 20 papers between 2015 and 2021.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2021

Hardware/software co-design for scientific computing and convolutional neural networks on FPGA-based embedded architectures.

Luca Stornaiuolo

PhD thesis, 2021

FPGA-based implementation of 2D Normalized Cross-Correlation for Large Scale Signals.

Mirko Salaris, Andrea Damiani, Edoardo Putti, Luca Stornaiuolo

Proceedings of the 6th IEEE International Forum on Research and Technology for Society and Industry, 2021

Plaster: an Embedded FPGA-based Cluster Orchestrator for Accelerated Distributed Algorithms.

Lorenzo Farinelli, Daniele Valentino De Vincenti, Andrea Damiani, Luca Stornaiuolo, Rolando Brondolin, Marco D. Santambrogio, Donatella Sciuto

Proceedings of the IEEE International Parallel and Distributed Processing Symposium Workshops, 2021

2020

Enabling transparent hardware acceleration on Zynq SoC for scientific computing.

Luca Stornaiuolo, Filippo Carloni, Riccardo Pressiani, Giuseppe Natale, Marco D. Santambrogio, Donatella Sciuto

SIGBED Rev., 2020

EMPhASIS: An EMbedded Public Attention Stress Identification System.

Jessica Leoni, Asia Ciallella, Luca Stornaiuolo, Marco D. Santambrogio, Donatella Sciuto

Proceedings of the 2020 IEEE International Parallel and Distributed Processing Symposium Workshops, 2020

Hardware resources analysis of BNNs splitting for FARD-based multi-FPGAs Distributed Systems.

Giorgia Fiscaletti, Marco Speziali, Luca Stornaiuolo, Marco D. Santambrogio, Donatella Sciuto

Proceedings of the 2020 IEEE International Parallel and Distributed Processing Symposium Workshops, 2020

3D Topology Transformation with Generative Adversarial Networks.

Luca Stornaiuolo, Nima Dehmamy, Albert-László Barabási, Mauro Martino

Proceedings of the Eleventh International Conference on Computational Creativity, 2020

BNNsplit: Binarized Neural Networks for embedded distributed FPGA-based computing systems.

Giorgia Fiscaletti, Marco Speziali, Luca Stornaiuolo, Marco D. Santambrogio, Donatella Sciuto

Proceedings of the 2020 Design, Automation & Test in Europe Conference & Exhibition, 2020

2019

FPGA-Based Embedded System Implementation of Audio Signal Alignment.

Luca Stornaiuolo, Massimo Perini, Marco D. Santambrogio, Donatella Sciuto

Proceedings of the IEEE International Parallel and Distributed Processing Symposium Workshops, 2019

Pareto Optimal Design Space Exploration for Accelerated CNN on FPGA.

Enrico Reggiani, Marco Rabozzi, Anna Maria Nestorov, Alberto Scolari, Luca Stornaiuolo, Marco D. Santambrogio

Proceedings of the IEEE International Parallel and Distributed Processing Symposium Workshops, 2019

A Case Study for an Accelerated DCNN on FPGA-Based Embedded Distributed System.

Anna Maria Nestorov, Alberto Scolari, Enrico Reggiani, Luca Stornaiuolo, Marco D. Santambrogio

Proceedings of the IEEE International Parallel and Distributed Processing Symposium Workshops, 2019

2018

HLS Support for Polymorphic Parallel Memories.

Luca Stornaiuolo, Marco Rabozzi, Donatella Sciuto, Marco D. Santambrogio, Giulio Stramondo, Catalin Bogdan Ciobanu, Ana Lucia Varbanescu

Proceedings of the IFIP/IEEE International Conference on Very Large Scale Integration, 2018

Building High-Performance, Easy-to-Use Polymorphic Parallel Memories with HLS.

Luca Stornaiuolo, Marco Rabozzi, Marco D. Santambrogio, Donatella Sciuto, Catalin Bogdan Ciobanu, Giulio Stramondo, Ana Lucia Varbanescu

Proceedings of the VLSI-SoC: Design and Engineering of Electronics Systems Based on New Computing Paradigms, 2018

EXTRA: an open platform for reconfigurable architectures.

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

Proceedings of the 18th International Conference on Embedded Computer Systems: Architectures, 2018

On How to Efficiently Implement Deep Learning Algorithms on PYNQ Platform.

Luca Stornaiuolo, Marco D. Santambrogio, Donatella Sciuto

Proceedings of the 2018 IEEE Computer Society Annual Symposium on VLSI, 2018

FIDA: A Framework to Automatically Integrate FPGA Kernels Within Data-Science Applications.

Luca Stornaiuolo, Alberto Parravicini, Donatella Sciuto, Marco D. Santambrogio

Proceedings of the 2018 IEEE International Parallel and Distributed Processing Symposium Workshops, 2018

2017

Exploiting FPGAs from Higher Level Languages A Signal Analysis Case Study.

Luca Stornaiuolo, Alberto Parravicini, Gianluca Durelli, Marco D. Santambrogio

Proceedings of the 2017 IEEE International Parallel and Distributed Processing Symposium Workshops, 2017

The Role of CAD Frameworks in Heterogeneous FPGA-Based Cloud Systems.

Lorenzo Di Tucci, Marco Rabozzi, Luca Stornaiuolo, Marco D. Santambrogio

Proceedings of the 2017 IEEE International Conference on Computer Design, 2017

Heterogeneous exascale supercomputing: The role of CAD in the exaFPGA project.

Marco Rabozzi, Giuseppe Natale, Emanuele Del Sozzo, Alberto Scolari, Luca Stornaiuolo, Marco D. Santambrogio

Proceedings of the Design, Automation & Test in Europe Conference & Exhibition, 2017

2015

State-of-the-art multihoming solutions for Android: A quantitative evaluation and experience report.

Luca Stornaiuolo, Paolo Bellavista

Proceedings of the 11th International Conference on Network and Service Management, 2015