Tutte le pubblicazioni

Mingotti A.; Peretto L.; Cirocco A.; Ruffini A.; Pegoiani A.; Forciniti S., BENEFITS FOR THE DISTRIBUTION NETWORK FROM THE INSTALLATION OF SYNCHRONIZED EDGE DEVICES, in: International Conference on Electricity Distribution, 2023, 2023, pp. 492 - 495 (atti di: International Conference on Electricity Distribution, Rome, 12/06/23) [Contributo in Atti di convegno]

Nadalini, D; Rusci, M; Benini, L; Conti, F, Reduced precision floating-point optimization for Deep Neural Network On-Device Learning on microcontrollers, «FUTURE GENERATION COMPUTER SYSTEMS», 2023, 149, pp. 212 - 226 [Articolo in rivista]

Rutishauser, Georg; Conti, Francesco; Benini, Luca, Free Bits: Latency Optimization of Mixed-Precision Quantized Neural Networks on the Edge, in: 2023 IEEE 5th International Conference on Artificial Intelligence Circuits and Systems (AICAS), 2023, pp. 1 - 5 (atti di: 2023 IEEE 5th International Conference on Artificial Intelligence Circuits and Systems (AICAS), Hangzhou, China, 2023) [Contributo in Atti di convegno] Open Access

Macan L.; Burrello A.; Benini L.; Conti F., WIP: Automatic DNN Deployment on Heterogeneous Platforms: The GAP9 Case Study, in: 2023 International Conference on Compilers, Architecture, and Synthesis for Embedded Systems (CASES), 2023, pp. 9 - 10 (atti di: 2023 International Conference on Compilers, Architecture, and Synthesis for Embedded Systems (CASES), Hamburg, Germany, 2023) [Contributo in Atti di convegno]

Van Delm, J; Vandersteegenl, M; Burrello, A; Sarda, GM; Conti, F; Pagliari, DJ; Benini, L; Verhelst, M, HTVM: Efficient Neural Network Deployment On Heterogeneous TinyML Platforms, in: 2023 60th ACM/IEEE Design Automation Conference (DAC), 345 E 47TH ST, NEW YORK, NY 10017 USA, IEEE, 2023, pp. 1 - 6 (atti di: 2023 60th ACM/IEEE Design Automation Conference (DAC), San Francisco, USA, 2023) [Contributo in Atti di convegno]

Prasad, AS; Benini, L; Conti, F, Specialization meets Flexibility: a Heterogeneous Architecture for High-Efficiency, High-flexibility AR/VR Processing, in: 2023 60th ACM/IEEE Design Automation Conference (DAC), 345 E 47TH ST, NEW YORK, NY 10017 USA, IEEE, 2023, pp. 1 - 6 (atti di: 2023 60th ACM/IEEE Design Automation Conference (DAC), San Francisco, USA, 2023) [Contributo in Atti di convegno]

Scherer, M; Eggimann, M; Di Mauro, A; Prasad, AS; Conti, F; Rossi, D; Gómez, JT; Li, ZY; Sarwar, SS; Wang, Z; De Salvo, B; Benini, L, Siracusa: A Low-Power On-Sensor RISC-V SoC for Extended Reality Visual Processing in 16nm CMOS, in: ESSCIRC 2023- IEEE 49th European Solid State Circuits Conference (ESSCIRC), 345 E 47TH ST, NEW YORK, NY 10017 USA, IEEE, «PROCEEDINGS OF ESSCIRC», 2023, pp. 217 - 220 (atti di: ESSCIRC 2023- IEEE 49th European Solid State Circuits Conference (ESSCIRC), Lisbon, Portugal, 2023) [Contributo in Atti di convegno]

Ulbricht, M; Tortorella, Y; Rogenmoser, M; Lu, L; Chen, JC; Conti, F; Krstic, M; Benini, L, PULP Fiction No More-Dependable PULP Systems for Space, in: 2023 IEEE European Test Symposium (ETS), 345 E 47TH ST, NEW YORK, NY 10017 USA, IEEE, 2023, pp. 1 - 10 (atti di: 2023 IEEE European Test Symposium (ETS), Venezia, Italy, 2023) [Contributo in Atti di convegno]

Conti, Francesco; Rossi, Davide; Paulin, Gianna; Garofalo, Angelo; Di Mauro, Alfio; Rutishauer, Georg; Ottavi, Gian marco; Eggimann, Manuel; Okuhara, Hayate; Huard, Vincent; Montfort, Olivier; Jure, Lionel; Exibard, Nils; Gouedo, Pascal; Louvat, Mathieu; Botte, Emmanuel; Benini, Luca, 22.1 A 12.4TOPS/W @ 136GOPS AI-IoT System-on-Chip with 16 RISC-V, 2-to-8b Precision-Scalable DNN Acceleration and 30%-Boost Adaptive Body Biasing, in: 2023 IEEE International Solid-State Circuits Conference (ISSCC), 2023, pp. 21 - 23 (atti di: 2023 IEEE International Solid-State Circuits Conference (ISSCC), San Francisco, USA, 2023) [Contributo in Atti di convegno]

Nadalini, A; Rutishauser, G; Burrello, A; Bruschi, N; Garofalo, A; Benini, L; Conti, F; Rossi, D, A 3 TOPS/W RISC-V Parallel Cluster for Inference of Fine-Grain Mixed-Precision Quantized Neural Networks, in: 2023 IEEE Computer Society Annual Symposium on VLSI (ISVLSI), 345 E 47TH ST, NEW YORK, NY 10017 USA, IEEE, «PROCEEDINGS IEEE COMPUTER SOCIETY ANNUAL SYMPOSIUM ON VLSI», 2023, pp. 145 - 150 (atti di: 2023 IEEE Computer Society Annual Symposium on VLSI (ISVLSI), Foz do Iguacu, Brazil, 2023) [Contributo in Atti di convegno] Open Access

Fornaciari, William; Reghenzani, Federico; Agosta, Giovanni; Zoni, Davide; Galimberti, Andrea; Conti, Francesco; Tortorella, Yvan; Parisi, Emanuele; Barchi, Francesco; Bartolini, Andrea; Acquaviva, Andrea; Gregori, Daniele; Cognetta, Salvatore; Ciancarelli, Carlo; Leboffe, Antonio; Serri, Paolo; Burrello, Alessio; Pagliari, Daniele Jahier; Urgese, Gianvito; Martina, Maurizio; Masera, Guido; Di Carlo, Rosario; Sciarappa, Antonio, RISC-V Processor Technologies for Aerospace Applications in the ISOLDE Project, in: Embedded Computer Systems: Architectures, Modeling, and Simulation. SAMOS 2023. Lecture Notes in Computer Science, «LECTURE NOTES IN COMPUTER SCIENCE», 2023, 14385, pp. 363 - 378 (atti di: SAMOS 2023, Samos, Greece, 2023) [Contributo in Atti di convegno]

Pourjabar, Mahyar; Rusci, Manuele; Bompani, Luca; Lamberti, Lorenzo; Niculescu, Vlad; Palossi, Daniele; Benini, Luca, Multi-sensory Anti-collision Design for Autonomous Nano-swarm Exploration, in: IEEE International Conference on Electronics, Circuits and Systems (ICECS), Istanbul, Turkiye, IEEE, 2023, pp. 1 - 5 (atti di: 2023 30th IEEE International Conference on Electronics, Circuits and Systems (ICECS), Istanbul, Turkiye, 04-07 December 2023) [Contributo in Atti di convegno] Open Access

Cordieri, Silvia Anna; Monaci, Michele; Paronuzzi, Paolo; Schwaeppe, Henrik, An LP Model for the Central Energy System, in: AIROYoung 2022: Operations Research and Data Science in Public Services, «AIRO SPRINGER SERIES», 2023, 11, pp. 59 - 71 (atti di: AIROYoung 2022: Operations Research and Data Science in Public Services, Milano, 23-25 Febbraio 2022) [Contributo in Atti di convegno]

Pourjabar, Mahyar; Alkatheeri, Ahmed; Rusci, Manuele; Barcis, Agata; Niculescu, Vlad; Ferrante, Eliseo; Palossi, Daniele; Benini, Luca, Land & Localize: An Infrastructure-free and Scalable Nano-Drones Swarm with UWB-based Localization, in: 2023 19th International Conference on Distributed Computing in Smart Systems and the Internet of Things (DCOSS-IoT), IEEE, 2023, pp. 654 - 660 (atti di: 19th International Conference on Distributed Computing in Smart Systems and the Internet of Things (DCOSS-IoT), Pafos, Cyprus, 19-21 June 2023) [Contributo in Atti di convegno] Open Access

Lamberti, Lorenzo; Bompani, Luca; Kartsch, Victor Javier; Rusci, Manuele; Palossi, Daniele; Benini, Luca, Bio-inspired Autonomous Exploration Policies with CNN-based Object Detection on Nano-drones, in: 2023 Design, Automation & Test in Europe Conference & Exhibition (DATE), 2023, pp. 1 - 6 (atti di: 2023 Design, Automation & Test in Europe Conference & Exhibition (DATE), Antwerp, Belgium, Apr 17, 2023 – Apr 19, 2023) [Contributo in Atti di convegno] Open Access

Rogenmoser, Michael; Tortorella, Yvan; Rossi, Davide; Conti, Francesco; Benini, Luca, Hybrid Modular Redundancy: Exploring Modular Redundancy Approaches in RISC-V Multi-Core Computing Clusters for Reliable Processing in Space, «ACM TRANSACTIONS ON CYBER-PHYSICAL SYSTEMS», 2023, 9, pp. 1 - 29 [Articolo in rivista] Open Access

Rusci, Manuele; Bompani, Luca; Baldoni, Olmo; Montanari, Carlo; Brunelli, Davide; Benini, Luca, Parallel Execution of the Viola-Jones Algorithm on MCUs for Low-Cost Automated Pest Detection, in: 2023 IEEE Conference on AgriFood Electronics (CAFE), 2023, pp. 35 - 39 (atti di: Conference on AgriFood Electronics, Torino, 25-27/09/2023) [Contributo in Atti di convegno] Open Access

Tommaso Polonelli; Amirhossein Moallemi; Weikang Kong; Hanna Müller; Julien Deparday; Michele Magno; Luca Benini, A Self-Sustainable and Micro-Second Time Synchronized Multi-Node Wireless System for Aerodynamic Monitoring on Wind Turbines, «IEEE ACCESS», 2023, 11, pp. 119506 - 119522 [Articolo in rivista] Open Access

MOALLEMI, AMIRHOSSEIN; ZANATTA, LUCA; BURRELLO, ALESSIO; SALVARO, MATTIA; LONGO, MONICA; DARO, PAOLA; BARCHI, FRANCESCO; BRUNELLI, DAVIDE; BENINI, LUCA; ACQUAVIVA, ANDREA, UNSUPERVISED VEHICLE CLASSIFICATION USING A STRUCTURAL HEALTH MONITORING SYSTEM, in: STRUCTURAL HEALTH MONITORING 2023, 2023, pp. 1069 - 1076 (atti di: 14th international workshop on structural health monitoring, Stanford, California, 12-14th of September 2023) [Contributo in Atti di convegno]

Prevedi A.; Rios Penaloza J.D.; Pontecorvo T.; Napolitano F.; Tossani F.; Borghetti A.; Nucci C.A., Optimal Operation of Renewable Energy Communities Through Battery Energy Systems: A Field Data-Driven Real-Time Simulation Study, in: Proc. 2023 International Conference on Smart Energy Systems and Technologies, SEST 2023, 2023, pp. 1 - 6 (atti di: 2023 International Conference on Smart Energy Systems and Technologies, SEST 2023, Mugla, Turchia, 4-6 settembre 2023) [Contributo in Atti di convegno]