Publications

2020

Publication in Conference Proceedings/Workshop
Verucchi, M., G. Brilli, D. Sapienza, M. Verasani, M. Arena, F. Gatti, A. Capotondi, R. Cavicchioli, M. Bertogna, and M. Solieri. A Systematic Assessment of Embedded Neural Networks for Object Detection. 25th IEEE International Conference on Emerging Technologies and Factory Automation (ETFA). 2020.

https://ieeexplore.ieee.org/document/9212130
Repository link: https://zenodo.org/record/4094752#.X4lkfu2xU2w
DOI: 10.1109/ETFA46521.2020.9212130
Publication in Conference Proceedings/Workshop
Verucchi, M., M. Theile, M. Caccamo, and M. Bertogna. Latency-Aware Generation of Single-Rate DAGs from Multi-Rate Task Sets. IEEE Real-Time and Embedded Technology and Applications Symposium (RTAS). 2020.

https://ieeexplore.ieee.org/document/9113118
Repository link: https://zenodo.org/record/4106020#.X41Yse2xU2w
DOI: 10.1109/RTAS48715.2020.000-4
Publication in Conference Proceedings/Workshop
Masola, A., C. Gabbi, A. Castellano, N. Capodieci, and P. Burgio. Graphic Interfaces in ADAS: from requirements to implementation. ACM. GoodTechs '20: Proceedings of the 6th EAI International Conference on Smart Objects and Technologies for Social Good. 2020.

https://dl.acm.org/doi/10.1145/3411170.3411259
Repository link: https://zenodo.org/record/4106084#.X41ZdO2xU2w
DOI: 10.1145/3411170.3411259
Publication in Conference Proceedings/Workshop
Muzzini, F., N. Capodieci, and M. Montangero. Exploiting Traffic Lights to Manage Auction-Based Crossings. ACM. GoodTechs '20: Proceedings of the 6th EAI International Conference on Smart Objects and Technologies for Social Good. 2020.

https://dl.acm.org/doi/10.1145/3411170.3411257
Repository link: https://zenodo.org/record/4106099#.X41Zpe2xU2w
DOI: 10.1145/3411170.3411257

2019

Publication in Conference Proceedings/Workshop
Cavicchioli, R., N. Capodieci, M. Solieri, and M. Bertogna. Novel Methodologies for Predictable CPU-To-GPU Command Offloading. Schloss Dagstuhl –Leibniz Center for Informatics. 2019.

http://drops.dagstuhl.de/opus/volltexte/2019/10759/pdf/LIPIcs-ECRTS-2019-22.pdf
Repository link: http://drops.dagstuhl.de/opus/volltexte/2019/10759/
DOI: 10.4230/LIPIcs.ECRTS.2019.22
Publication in Conference Proceedings/Workshop
Franchini, G., M. Galinier, and M. Verucchi. Mise en abyme with Artificial Intelligence: How to Predict the Accuracy of NN, Applied to Hyper-parameter Tuning. Springer. 2019.

https://link.springer.com/chapter/10.1007%2F978-3-030-16841-4_30
Repository link: https://arxiv.org/abs/1907.00924
DOI: 10.1007/978-3-030-16841-4_30
Oral presentation
Cavicchioli, R.. CLASS: Project Overview. 28th IEEE International Conference on Enabling Technologies: Infrastructure for Collaborative Enterprises (WETICE-2019) . 2019.

Repository link: https://class-project.eu/sites/default/files/class_project_files/class_wetice_2019_roberto_presentation.pdf
Publication in Conference Proceedings/Workshop
Franchini, G., P. Burgio, and L. Zanni. Artificial Neural Networks: The Missing Link Between Curiosity and Accuracy. Springer. 2019.

https://link.springer.com/chapter/10.1007/978-3-030-16660-1_100
Repository link: https://zenodo.org/record/3370961#.XVqglnuxWUl
DOI: 10.1007/978-3-030-16660-1_100

Pages