On how to efficiently implement deep learning algorithms on pynq platform L Stornaiuolo, M Santambrogio, D Sciuto 2018 IEEE Computer Society Annual Symposium on VLSI (ISVLSI), 587-590, 2018 | 39 | 2018 |
Pareto optimal design space exploration for accelerated CNN on FPGA E Reggiani, M Rabozzi, AM Nestorov, A Scolari, L Stornaiuolo, ... 2019 IEEE International Parallel and Distributed Processing Symposium …, 2019 | 22 | 2019 |
The role of CAD frameworks in heterogeneous FPGA-based cloud systems L Di Tucci, M Rabozzi, L Stornaiuolo, MD Santambrogio 2017 IEEE international conference on computer design (ICCD), 423-426, 2017 | 22 | 2017 |
Bnnsplit: Binarized neural networks for embedded distributed fpga-based computing systems G Fiscaletti, M Speziali, L Stornaiuolo, MD Santambrogio, D Sciuto 2020 Design, Automation & Test in Europe Conference & Exhibition (DATE), 975-978, 2020 | 9 | 2020 |
Heterogeneous exascale supercomputing: The role of CAD in the exaFPGA project M Rabozzi, G Natale, E Del Sozzo, A Scolari, L Stornaiuolo, ... Design, Automation & Test in Europe Conference & Exhibition (DATE), 2017 …, 2017 | 9 | 2017 |
State-of-the-art multihoming solutions for Android: A quantitative evaluation and experience report L Stornaiuolo, P Bellavista 2015 11th International Conference on Network and Service Management (CNSM …, 2015 | 9 | 2015 |
EXTRA: An open platform for reconfigurable architectures CB Ciobanu, G Stramondo, AL Varbanescu, A Brokalakis, A Nikitakis, ... Proceedings of the 18th International Conference on Embedded Computer …, 2018 | 6 | 2018 |
Enabling transparent hardware acceleration on Zynq SoC for scientific computing L Stornaiuolo, F Carloni, R Pressiani, G Natale, M Santambrogio, D Sciuto ACM SIGBED Review 17 (1), 30-35, 2020 | 4 | 2020 |
3D topology transformation with generative adversarial networks L Stornaiuolo, N Dehmamy, AL Barabási, M Martino arXiv preprint arXiv:2007.03532, 2020 | 4 | 2020 |
Fpga-based embedded system implementation of audio signal alignment L Stornaiuolo, M Perini, MD Santambrogio, D Sciuto 2019 IEEE International Parallel and Distributed Processing Symposium …, 2019 | 4 | 2019 |
A case study for an accelerated dcnn on fpga-based embedded distributed system AM Nestorov, A Scolari, E Reggiani, L Stornaiuolo, MD Santambrogio 2019 IEEE International Parallel and Distributed Processing Symposium …, 2019 | 3 | 2019 |
Vox2Net: From 3D Shapes to Network Sculptures N Dehmamy, L Stornaiuolo, M Martino NeurIPS Workshop on Machine Learning for Creativity and Design 2018, 1-3, 2018 | 2 | 2018 |
FIDA: a framework to automatically integrate FPGA kernels within Data-Science applications L Stornaiuolo, A Parravicini, D Sciuto, MD Santambrogio 2018 IEEE International Parallel and Distributed Processing Symposium …, 2018 | 2 | 2018 |
Exploiting FPGA from data science programming languages L Stornaiuolo, MD Santambrogio, DIE Del Sozzo Oct, 2017 | 2 | 2017 |
Plaster: An embedded FPGA-based cluster orchestrator for accelerated distributed algorithms L Farinelli, DV De Vincenti, A Damiani, L Stornaiuolo, R Brondolin, ... 2021 IEEE International Parallel and Distributed Processing Symposium …, 2021 | 1 | 2021 |
EMPhASIS: An EMbedded Public Attention Stress Identification System J Leoni, A Ciallella, L Stornaiuolo, MD Santambrogio, D Sciuto 2020 IEEE International Parallel and Distributed Processing Symposium …, 2020 | 1 | 2020 |
HLS support for polymorphic parallel memories L Stornaiuolo, M Rabozzi, D Sciuto, MD Santambrogio, G Stramondo, ... 2018 IFIP/IEEE International Conference on Very Large Scale Integration …, 2018 | 1 | 2018 |
Exploiting fpgas from higher level languages a signal analysis case study L Stornaiuolo, A Parravicini, G Durelli, MD Santambrogio 2017 IEEE International Parallel and Distributed Processing Symposium …, 2017 | 1 | 2017 |
FPGA-based implementation of 2D Normalized Cross-Correlation for Large Scale Signals M Salaris, A Damiani, E Putti, L Stornaiuolo 2021 IEEE 6th International Forum on Research and Technology for Society and …, 2021 | | 2021 |
Hardware resources analysis of BNNs splitting for FARD-based multi-FPGAs Distributed Systems G Fiscaletti, M Speziali, L Stornaiuolo, MD Santambrogio, D Sciuto 2020 IEEE International Parallel and Distributed Processing Symposium …, 2020 | | 2020 |