Foto del docente

Davide Rossi

Associate Professor

Department of Electrical, Electronic, and Information Engineering "Guglielmo Marconi"

Academic discipline: IINF-01/A Electronics

Publications

Belano, Andrea; Tortorella, Yvan; Garofalo, Angelo; Benini, Luca; Rossi, Davide; Conti, Francesco, A Flexible Template for Edge Generative AI With High-Accuracy Accelerated Softmax and GELU, «IEEE JOURNAL OF EMERGING AND SELECTED TOPICS IN CIRCUITS AND SYSTEMS», 2025, 15, pp. 200 - 216 [Scientific article]

Garofalo, Angelo; Ottaviano, Alessandro; Perotti, Matteo; Benz, Thomas; Tortorella, Yvan; Balas, Robert; Rogenmoser, Michael; Zhang, Chi; Bertaccini, Luca; Wistoff, Nils; Ciani, Maicol; Koenig, Cyril; Sinigaglia, Mattia; Valente, Luca; Scheffler, Paul; Eggimann, Manuel; Cavalcante, Matheus; Restuccia, Francesco; Biondi, Alessandro; Conti, Francesco; Gurkaynak, Frank K.; Rossi, Davide; Benini, Luca, A Reliable, Time-Predictable Heterogeneous SoC for AI-Enhanced Mixed-Criticality Edge Applications, «IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS. II, EXPRESS BRIEFS», 2025, 1, Article number: 11087605 , pp. 1 - 1 [Scientific article]

Benz, Thomas; Ottaviano, Alessandro; Liang, Chaoqun; Balas, Robert; Garofalo, Angelo; Restuccia, Francesco; Biondi, Alessandro; Rossi, Davide; Benini, Luca, AXI-REALM: Safe, Modular and Lightweight Traffic Monitoring and Regulation for Heterogeneous Mixed-Criticality Systems, «IEEE TRANSACTIONS ON COMPUTERS», 2025, 74, pp. 3072 - 3086 [Scientific article]

Isachi, Victor; Nadalini, Alessandro; Gallotta, Riccardo Fiorani; Garofalo, Angelo; Conti, Francesco; Rossi, Davide, FractalSync: Lightweight Scalable Global Synchronization of Massive Bulk Synchronous Parallel AI Accelerators, in: Proceedings of the 22nd ACM International Conference on Computing Frontiers 2025, CF 2025, 1601 Broadway, 10th Floor, NEW YORK, NY, UNITED STATES, Association for Computing Machinery, Inc, 2025, 1, pp. 84 - 87 (atti di: 22nd ACM International Conference on Computing Frontiers 2025, CF 2025, ita, 2025) [Contribution to conference proceedings]

Conti, Francesco; Garofalo, Angelo; Rossi, Davide; Tagliavini, Giuseppe; Benini, Luca, Open Source Heterogeneous SoCs for Artificial Intelligence: The PULP Platform experience, «IEEE SOLID-STATE CIRCUITS MAGAZINE», 2025, 17, Article number: 11044967 , pp. 49 - 60 [Scientific article]

Kiamarzi, Amirhossein; Moallemi, Amirhossein; Zonzini, Federica; Brunelli, Davide; Rossi, Davide; Tagliavini, Giuseppe, Parallelization is All System Identification Needs: End-to-end Vibration Diagnostics on a Multi-Core RISC-V Edge Device, «IEEE INTERNET OF THINGS JOURNAL», 2025, 12, Article number: 10955689 , pp. 1 - 15 [Scientific article]

Liang, C.; Ottaviano, A.; Benz, T.; Sinigaglia, M.; Benini, L.; Garofalo, A.; Rossi, D., A Gigabit, DMA-enhanced Open-Source Ethernet Controller for Mixed-Criticality Systems, in: Proceedings of the 21st ACM International Conference on Computing Frontiers 2024 Workshops and Special Sessions, CF 2024 Companion, Association for Computing Machinery, Inc, 2024, pp. 55 - 58 (atti di: 21st ACM International Conference on Computing Frontiers, CF 2024, Ischia, Italy, 7-9 May 2024) [Contribution to conference proceedings]

Valente, Luca; Nadalini, Alessandro; Veeran, Asif Hussain Chiralil; Sinigaglia, Mattia; Sá, Bruno; Wistoff, Nils; Tortorella, Yvan; Benatti, Simone; Psiakis, Rafail; Kulmala, Ari; Mohammad, Baker; Pinto, Sandro; Palossi, Daniele; Benini, Luca; Rossi, Davide, A Heterogeneous RISC-V Based SoC for Secure Nano-UAV Navigation, «IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS. I, REGULAR PAPERS», 2024, 71, Article number: 10423921 , pp. 1 - 14 [Scientific article]Open Access

Tedeschi, Riccardo; Valente, Luca; Ottavi, Gianmarco; Zelioli, Enrico; Wistoff, Nils; Giacometti, Massimiliano; Basit Sajjad, Abdul; Benini, Luca; Rossi, Davide, Culsans: An Efficient Snoop-based Coherency Unit for the CVA6 Open Source RISC-V application processor, «WORKS IN PROGRESS IN EMBEDDED COMPUTING JOURNAL», 2024, 10, pp. 1 - 5 [Scientific article]Open Access

Conti, Francesco; Paulin, Gianna; Garofalo, Angelo; Rossi, Davide; Di Mauro, Alfio; Rutishauser, Georg; Ottavi, Gianmarco; Eggimann, Manuel; Okuhara, Hayate; Benini, Luca, Marsellus: A Heterogeneous RISC-V AI-IoT End-Node SoC With 2???8 b DNN Acceleration and 30%-Boost Adaptive Body Biasing, «IEEE JOURNAL OF SOLID-STATE CIRCUITS», 2024, 59, Article number: 10269153 , pp. 128 - 142 [Scientific article]Open Access

Paulin, G.; Scheffler, P.; Benz, T.; Cavalcante, M.; Fischer, T.; Eggimann, M.; Zhang, Y.; Wistoff, N.; Bertaccini, L.; Colagrande, L.; Ottavi, G.; Gurkaynak, F. K.; Rossi, D.; Benini, L., Occamy: A 432-Core 28.1 DP-GFLOP/s/W 83% FPU Utilization Dual-Chiplet, Dual-HBM2E RISC-V-Based Accelerator for Stencil and Sparse Linear Algebra Computations with 8-to-64-bit Floating-Point Support in 12nm FinFET, in: Digest of Technical Papers - Symposium on VLSI Technology, Institute of Electrical and Electronics Engineers Inc., 2024, pp. 1 - 2 (atti di: 2024 IEEE Symposium on VLSI Technology and Circuits, VLSI Technology and Circuits 2024, Honolulu, HI, USA, 16-20 June 2024) [Contribution to conference proceedings]

Kiamarzi, Amirhossein; Rossi, Davide; Tagliavini, Giuseppe, QR-PULP: Streamlining QR Decomposition for RISC-V Parallel Ultra-Low-Power Platforms, in: Proceedings of the 21st ACM International Conference on Computing Frontiers, CF 2024, 1601 Broadway, 10th Floor, NEW YORK, NY, UNITED STATES, Association for Computing Machinery, Inc, 2024, pp. 147 - 154 (atti di: 21st ACM International Conference on Computing Frontiers, CF 2024, Ischia (Italia), 2024) [Contribution to conference proceedings]

Prasad, Arpan Suravi; Scherer, Moritz; Conti, Francesco; Rossi, Davide; Di Mauro, Alfio; Eggimann, Manuel; Gómez, Jorge Tomás; Li, Ziyun; Sarwar, Syed Shakib; Wang, Zhao; De Salvo, Barbara; Benini, Luca, Siracusa: A 16 nm Heterogenous RISC-V SoC for Extended Reality With At-MRAM Neural Engine, «IEEE JOURNAL OF SOLID-STATE CIRCUITS», 2024, 59, Article number: 10538116 , pp. 2055 - 2069 [Scientific article]

Perotti, M.; Raeber, M.; Sinigaglia, M.; Cavalcante, M.; Rossi, D.; Benini, L., Spatzformer: An Efficient Reconfigurable Dual-Core RISC-V V Cluster for Mixed Scalar-Vector Workloads, in: Proceedings of the International Conference on Application-Specific Systems, Architectures and Processors, 10662 LOS VAQUEROS CIRCLE, PO BOX 3014, LOS ALAMITOS, CA 90720-1264 USA, Institute of Electrical and Electronics Engineers Inc., 2024, pp. 172 - 173 (atti di: 35th IEEE International Conference on Application-Specific Systems, Architectures and Processors, ASAP 2024, Hong Kong, Hong Kong, 24-26 July 2024) [Contribution to conference proceedings]

Valente, L.; Restuccia, F.; Rossi, D.; Kastner, R.; Benini, L., TOP: Towards Open & Predictable Heterogeneous SoCs, «IEEE TRANSACTIONS ON COMPUTERS», 2024, 73, Article number: 10633897 , pp. 2678 - 2692 [Scientific article]Open Access

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