STORNAIUOLO, LUCA
STORNAIUOLO, LUCA
DIPARTIMENTO DI ELETTRONICA, INFORMAZIONE E BIOINGEGNERIA
3D Topology Transformation with Generative Adversarial Networks
2020-01-01 Stornaiuolo, Luca; Dehmamy, Nima; Barabási, Albert-László; Martino, Mauro
A Case Study for an Accelerated DCNN on FPGA-based Embedded Distributed System
2019-01-01 Nestorov, ANNA MARIA; Scolari, Alberto; Reggiani, Enrico; Stornaiuolo, Luca; Santambrogio, MARCO DOMENICO
BNNsplit: Binarized Neural Networks for embedded distributed FPGA-based computing systems
2020-01-01 Fiscaletti, G.; Speziali, M.; Stornaiuolo, L.; Santambrogio, M. D.; Sciuto, D.
Building High-Performance, Easy-to-use Polymorphic Parallel Memories with HLS
2019-01-01 Stornaiuolo, L; Rabozzi, M; Santambrogio, Md; Sciuto, D; Ciobanu, Cb; Stramondo, G; Varbanescu, Al
EMPhASIS: An EMbedded Public Attention Stress Identification System
2020-01-01 Leoni, Jessica; Ciallella, Asia; Stornaiuolo, Luca; Santambrogio, Marco; Sciuto, Donatella
Enabling Transparent Hardware Acceleration on Zynq SoC for Scientific Computing
2020-01-01 Stornaiuolo, Luca; Carloni, Filippo; Pressiani, Riccardo; Natale, Giuseppe; Santambrogio, Marco; Sciuto, Donatella
Exploiting FPGAs from higher level languages a signal analysis case study
2017-01-01 Stornaiuolo, L.; Parravicini, Alberto; Durelli, G.; Santambrogio, M. D.
EXTRA: An open platform for reconfigurable architectures
2018-01-01 Ciobanu, C. B.; Stramondo, G.; Varbanescu, A. L.; Brokalakis, A.; Nikitakis, A.; Di Tucci, L.; Rabozzi, M.; Stornaiuolo, L.; Santambrogio, M.; Chrysos, G.; Vatsolakis, C.; Georgios, C.; Pnevmatikatos, D.
FIDA: A framework to automatically integrate FPGA kernels within data-science applications
2018-01-01 Stornaiuolo, Luca; Parravicini, Alberto; Sciuto, Donatella; Santambrogio, Marco D.
FPGA-based Embedded System Implementation of Audio Signal Alignment
2019-01-01 Stornaiuolo, L; Perini, Massimo; Santambrogio, M; Sciuto, D
FPGA-based implementation of 2D Normalized Cross-Correlation for Large Scale Signals
2021-01-01 Salaris, M.; Damiani, A.; Putti, E.; Stornaiuolo, L.
Hardware resources analysis of BNNs splitting for FARD-based multi-FPGAs Distributed Systems
2020-01-01 Fiscaletti, Giorgia; Speziali, Marco; Stornaiuolo, Luca; Santambrogio, Marco; Sciuto, Donatella
Heterogeneous exascale supercomputing: The role of CAD in the exaFPGA project
2017-01-01 Rabozzi, Marco; Natale, Giuseppe; DEL SOZZO, Emanuele; Scolari, Alberto; Stornaiuolo, Luca; Santambrogio, MARCO DOMENICO
HLS Support for Polymorphic Parallel Memories
2019-01-01 Stornaiuolo, L.; Rabozzi, M.; Sciuto, D.; Santambrogio, M. D.; Stramondo, G.; Ciobanu, C.; Varbanescu, A. L.
On how to efficiently implement deep learning algorithms on PYNQ platform
2018-01-01 Stornaiuolo, Luca; Santambrogio, Marco; Sciuto, Donatella
Pareto Optimal Design Space Exploration for Accelerated CNN on FPGA
2019-01-01 Reggiani, Enrico; Rabozzi, Marco; Nestorov, ANNA MARIA; Scolari, Alberto; Stornaiuolo, Luca; Santambrogio, MARCO DOMENICO
Plaster: An Embedded FPGA-based Cluster Orchestrator for Accelerated Distributed Algorithms
2021-01-01 Farinelli, L.; De Vincenti, D. V.; Damiani, A.; Stornaiuolo, L.; Brondolin, R.; Santambrogio, M. D.; Sciuto, D.
The Role of CAD Frameworks in Heterogeneous FPGA-Based Cloud Systems
2017-01-01 Di Tucci, Lorenzo; Rabozzi, Marco; Stornaiuolo, Luca; Santambrogio, Marco D.
Vox2Net: From 3D Shapes to Network Sculptures
2018-01-01 Dehmamy, N.; Stornaiuolo, L.; Martino, M.