A systematic assessment of embedded neural networks for object detection M Verucchi, G Brilli, D Sapienza, M Verasani, M Arena, F Gatti, ... 2020 25th IEEE International Conference on Emerging Technologies and Factory …, 2020 | 59 | 2020 |
Convolutional neural networks on embedded automotive platforms: a qualitative comparison G Brilli, P Burgio, M Bertogna 2018 International Conference on High Performance Computing & Simulation …, 2018 | 8 | 2018 |
Understanding and mitigating memory interference in FPGA-based HeSoCs G Brilli, A Capotondi, P Burgio, A Marongiu 2022 Design, Automation & Test in Europe Conference & Exhibition (DATE …, 2022 | 5 | 2022 |
An FPGA overlay for efficient real-time localization in 1/10th scale autonomous vehicles A Bernardi, G Brilli, A Capotondi, A Marongiu, P Burgio 2022 Design, Automation & Test in Europe Conference & Exhibition (DATE), 915-920, 2022 | 4 | 2022 |
Evaluating controlled memory request injection for efficient bandwidth utilization and predictable execution in heterogeneous socs G Brilli, R Cavicchioli, M Solieri, P Valente, A Marongiu ACM Transactions on Embedded Computing Systems 22 (1), 1-25, 2022 | 3 | 2022 |
An open source research framework for IoT-capable smart traffic lights G Brilli, P Burgio Proceedings of the 5th EAI International Conference on Smart Objects and …, 2019 | 2 | 2019 |
Interference analysis of shared last-level cache on embedded GP-GPUs with multiple CUDA streams G Brilli, P Burgio arXiv preprint arXiv:2310.04848, 2023 | 1 | 2023 |
Fine-Grained QoS Control via Tightly-Coupled Bandwidth Monitoring and Regulation for FPGA-based Heterogeneous SoCs G Brilli, G Valente, A Capotondi, P Burgio, T Di Masciov, P Valente, ... 2023 60th ACM/IEEE Design Automation Conference (DAC), 1-6, 2023 | 1 | 2023 |
Adaptive Localization for Autonomous Racing Vehicles with Resource-Constrained Embedded Platforms F Gavioli, G Brilli, P Burgio, D Bertozzi 2024 Design, Automation & Test in Europe Conference & Exhibition (DATE), 1-6, 2024 | | 2024 |
On the Granularity of Bandwidth Regulation in FPGA-Based Heterogeneous Systems on Chip G Brilli, G Valente, A Capotondi, T Di Mascio, A Marongiu 22nd International Workshop on Worst-Case Execution Time Analysis (WCET 2024), 2024 | | 2024 |
Performance/power assessment of CNN packages on embedded automotive platforms P Burgio, G Brilli arXiv preprint arXiv:2310.08401, 2023 | | 2023 |
The Importance of Worst-Case Memory Contention Analysis for Heterogeneous SoCs L Carletti, G Brilli, A Capotondi, P Valente, A Marongiu arXiv preprint arXiv:2309.12864, 2023 | | 2023 |
Interferenza di Memoria e Mitigazioni su HeSoCs Riconfigurabili per Embedded IA G Brilli Università degli studi di Modena e Reggio Emilia, 2022 | | 2022 |
Implementazione e Testing di Reti Neurali Convoluzionali su Architetture Embedded per Automotive G BRILLI | | 2018 |
D5. 6 Final AI methods for use case applications and mechanism for AI transparency interactions DA Parletta, C Garibotto, L Paganin, LB ETH, AG Gil, B Chilku, F Thaler, ... | | |
Convolutional Neural Networks on embedded automotive platforms: a qualitative comparison P Burgio, G Brilli, A Marra, M Bertogna | | |