ROSSI, DAVIDE
ROSSI, DAVIDE
DEI - DIPARTIMENTO DI INGEGNERIA DELL'ENERGIA ELETTRICA E DELL'INFORMAZIONE "GUGLIELMO MARCONI"
Docenti di ruolo di IIa fascia
A Flexible Template for Edge Generative AI With High-Accuracy Accelerated Softmax and GELU
2025 Belano, Andrea; Tortorella, Yvan; Garofalo, Angelo; Benini, Luca; Rossi, Davide; Conti, Francesco
A Reliable, Time-Predictable Heterogeneous SoC for AI-Enhanced Mixed-Criticality Edge Applications
2025 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
AXI-REALM: Safe, Modular and Lightweight Traffic Monitoring and Regulation for Heterogeneous Mixed-Criticality Systems
2025 Benz, Thomas; Ottaviano, Alessandro; Liang, Chaoqun; Balas, Robert; Garofalo, Angelo; Restuccia, Francesco; Biondi, Alessandro; Rossi, Davide; Benini, Luca
FractalSync: Lightweight Scalable Global Synchronization of Massive Bulk Synchronous Parallel AI Accelerators
2025 Isachi, Victor; Nadalini, Alessandro; Gallotta, Riccardo Fiorani; Garofalo, Angelo; Conti, Francesco; Rossi, Davide
Maestro: A 302 GFLOPS/W and 19.8GFLOPS RISC-V Vector-Tensor Architecture for Wearable Ultrasound Edge Computing
2025 Sinigaglia, Mattia; Kiamarzi, Amirhossein; Bertuletti, Marco; Ghionda, Luigi; Orlandi, Mattia; Tedeschi, Riccardo; Di Giampietro, Aurora; Tortorella, Yvan; Bertaccini, Luca; Benatti, Simone; Tagliavini, Giuseppe; Benini, Luca; Conti, Francesco; Rossi, Davide
Open Source Heterogeneous SoCs for Artificial Intelligence: The PULP Platform experience
2025 Conti, Francesco; Garofalo, Angelo; Rossi, Davide; Tagliavini, Giuseppe; Benini, Luca
Parallelization is All System Identification Needs: End-to-End Vibration Diagnostics on a Multicore RISC-V Edge Device
2025 Kiamarzi, Amirhossein; Moallemi, Amirhossein; Zonzini, Federica; Brunelli, Davide; Rossi, Davide; Tagliavini, Giuseppe
A Gigabit, DMA-enhanced Open-Source Ethernet Controller for Mixed-Criticality Systems
2024 Liang, C.; Ottaviano, A.; Benz, T.; Sinigaglia, M.; Benini, L.; Garofalo, A.; Rossi, D.
A Heterogeneous RISC-V Based SoC for Secure Nano-UAV Navigation
2024 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
Assessing the Performance of OpenTitan as Cryptographic Accelerator in Secure Open-Hardware System-on-Chips
2024 Parisi, Emanuele; Musa, Alberto; Ciani, Maicol; Barchi, Francesco; Rossi, Davide; Bartolini, Andrea; Acquaviva, Andrea
Culsans: An Efficient Snoop-based Coherency Unit for the CVA6 Open Source RISC-V application processor
2024 Tedeschi, Riccardo; Valente, Luca; Ottavi, Gianmarco; Zelioli, Enrico; Wistoff, Nils; Giacometti, Massimiliano; Basit Sajjad, Abdul; Benini, Luca; Rossi, Davide
Marsellus: A Heterogeneous RISC-V AI-IoT End-Node SoC With 2???8 b DNN Acceleration and 30%-Boost Adaptive Body Biasing
2024 Conti, Francesco; Paulin, Gianna; Garofalo, Angelo; Rossi, Davide; Di Mauro, Alfio; Rutishauser, Georg; Ottavi, Gianmarco; Eggimann, Manuel; Okuhara, Hayate; Benini, Luca
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
2024 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.
QR-PULP: Streamlining QR Decomposition for RISC-V Parallel Ultra-Low-Power Platforms
2024 Kiamarzi, Amirhossein; Rossi, Davide; Tagliavini, Giuseppe
Siracusa: A 16 nm Heterogenous RISC-V SoC for Extended Reality With At-MRAM Neural Engine
2024 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
Spatzformer: An Efficient Reconfigurable Dual-Core RISC-V V Cluster for Mixed Scalar-Vector Workloads
2024 Perotti, M.; Raeber, M.; Sinigaglia, M.; Cavalcante, M.; Rossi, D.; Benini, L.
TitanCFI: Toward Enforcing Control-Flow Integrity in the Root-of-Trust
2024 Parisi, E.; Musa, A.; Manoni, S.; Ciani, M.; Rossi, D.; Barchi, F.; Bartolini, A.; Acquaviva, A.
TOP: Towards Open & Predictable Heterogeneous SoCs
2024 Valente, L.; Restuccia, F.; Rossi, D.; Kastner, R.; Benini, L.
Unleashing OpenTitan’s Potential: a Silicon-Ready Embedded Secure Element for Root of Trust and Cryptographic Offloading
2024 Ciani, Maicol; Parisi, Emanuele; Musa, Alberto; Barchi, Francesco; Bartolini, Andrea; Kulmala, Ari; Psiakis, Rafail; Garofalo, Angelo; Acquaviva, Andrea; Rossi, Davide
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
2023 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
| Titolo | Autore(i) | Anno | Periodico | Editore | Tipo | File |
|---|---|---|---|---|---|---|
| A Flexible Template for Edge Generative AI With High-Accuracy Accelerated Softmax and GELU | Belano, Andrea; Tortorella, Yvan; Garofalo, Angelo; Benini, Luca; Rossi, Davide; Conti, Francesco | 2025-01-01 | IEEE JOURNAL OF EMERGING AND SELECTED TOPICS IN CIRCUITS AND SYSTEMS | - | 1.01 Articolo in rivista | - |
| A Reliable, Time-Predictable Heterogeneous SoC for AI-Enhanced Mixed-Criticality Edge Applications | 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 | 2025-01-01 | IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS. II, EXPRESS BRIEFS | - | 1.01 Articolo in rivista | TCAS-II-24419-2025_final_submission_manuscript.pdf |
| AXI-REALM: Safe, Modular and Lightweight Traffic Monitoring and Regulation for Heterogeneous Mixed-Criticality Systems | Benz, Thomas; Ottaviano, Alessandro; Liang, Chaoqun; Balas, Robert; Garofalo, Angelo; Restuccia, ...Francesco; Biondi, Alessandro; Rossi, Davide; Benini, Luca | 2025-01-01 | IEEE TRANSACTIONS ON COMPUTERS | - | 1.01 Articolo in rivista | - |
| FractalSync: Lightweight Scalable Global Synchronization of Massive Bulk Synchronous Parallel AI Accelerators | Isachi, Victor; Nadalini, Alessandro; Gallotta, Riccardo Fiorani; Garofalo, Angelo; Conti, France...sco; Rossi, Davide | 2025-01-01 | - | Association for Computing Machinery, Inc | 4.01 Contributo in Atti di convegno | - |
| Maestro: A 302 GFLOPS/W and 19.8GFLOPS RISC-V Vector-Tensor Architecture for Wearable Ultrasound Edge Computing | Sinigaglia, Mattia; Kiamarzi, Amirhossein; Bertuletti, Marco; Ghionda, Luigi; Orlandi, Mattia; Te...deschi, Riccardo; Di Giampietro, Aurora; Tortorella, Yvan; Bertaccini, Luca; Benatti, Simone; Tagliavini, Giuseppe; Benini, Luca; Conti, Francesco; Rossi, Davide | 2025-01-01 | IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS. I, REGULAR PAPERS | - | 1.01 Articolo in rivista | - |
| Open Source Heterogeneous SoCs for Artificial Intelligence: The PULP Platform experience | Conti, Francesco; Garofalo, Angelo; Rossi, Davide; Tagliavini, Giuseppe; Benini, Luca | 2025-01-01 | IEEE SOLID-STATE CIRCUITS MAGAZINE | - | 1.01 Articolo in rivista | - |
| Parallelization is All System Identification Needs: End-to-End Vibration Diagnostics on a Multicore RISC-V Edge Device | Kiamarzi, Amirhossein; Moallemi, Amirhossein; Zonzini, Federica; Brunelli, Davide; Rossi, Davide;... Tagliavini, Giuseppe | 2025-01-01 | IEEE INTERNET OF THINGS JOURNAL | - | 1.01 Articolo in rivista | Parallelization_is_All_System_Identification_Needs_End-to-end_Vibration_Diagnostics_on_a_Multi-Core_RISC-V_Edge_Device.pdf |
| A Gigabit, DMA-enhanced Open-Source Ethernet Controller for Mixed-Criticality Systems | Liang, C.; Ottaviano, A.; Benz, T.; Sinigaglia, M.; Benini, L.; Garofalo, A.; Rossi, D. | 2024-01-01 | - | Association for Computing Machinery, Inc | 4.01 Contributo in Atti di convegno | - |
| A Heterogeneous RISC-V Based SoC for Secure Nano-UAV Navigation | 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 | 2024-01-01 | IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS. I, REGULAR PAPERS | - | 1.01 Articolo in rivista | SHAHEEN_TCAS_I_2023.pdf |
| Assessing the Performance of OpenTitan as Cryptographic Accelerator in Secure Open-Hardware System-on-Chips | Parisi, Emanuele; Musa, Alberto; Ciani, Maicol; Barchi, Francesco; Rossi, Davide; Bartolini, Andr...ea; Acquaviva, Andrea | 2024-01-01 | - | Association for Computing Machinery, Inc | 4.01 Contributo in Atti di convegno | 3649153.3649213.pdf |
| Culsans: An Efficient Snoop-based Coherency Unit for the CVA6 Open Source RISC-V application processor | Tedeschi, Riccardo; Valente, Luca; Ottavi, Gianmarco; Zelioli, Enrico; Wistoff, Nils; Giacometti,... Massimiliano; Basit Sajjad, Abdul; Benini, Luca; Rossi, Davide | 2024-01-01 | WORKS IN PROGRESS IN EMBEDDED COMPUTING JOURNAL | - | 1.01 Articolo in rivista | Culsans_ An Efficient Snoop-based Coherency Unit for the CVA6 Open Source RISC-V application processor.pdf |
| Marsellus: A Heterogeneous RISC-V AI-IoT End-Node SoC With 2???8 b DNN Acceleration and 30%-Boost Adaptive Body Biasing | Conti, Francesco; Paulin, Gianna; Garofalo, Angelo; Rossi, Davide; Di Mauro, Alfio; Rutishauser, ...Georg; Ottavi, Gianmarco; Eggimann, Manuel; Okuhara, Hayate; Benini, Luca | 2024-01-01 | IEEE JOURNAL OF SOLID-STATE CIRCUITS | - | 1.01 Articolo in rivista | Binder3.pdf |
| 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 | Paulin, G.; Scheffler, P.; Benz, T.; Cavalcante, M.; Fischer, T.; Eggimann, M.; Zhang, Y.; Wistof...f, N.; Bertaccini, L.; Colagrande, L.; Ottavi, G.; Gurkaynak, F. K.; Rossi, D.; Benini, L. | 2024-01-01 | - | Institute of Electrical and Electronics Engineers Inc. | 4.01 Contributo in Atti di convegno | - |
| QR-PULP: Streamlining QR Decomposition for RISC-V Parallel Ultra-Low-Power Platforms | Kiamarzi, Amirhossein; Rossi, Davide; Tagliavini, Giuseppe | 2024-01-01 | - | Association for Computing Machinery, Inc | 4.01 Contributo in Atti di convegno | - |
| Siracusa: A 16 nm Heterogenous RISC-V SoC for Extended Reality With At-MRAM Neural Engine | 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 | 2024-01-01 | IEEE JOURNAL OF SOLID-STATE CIRCUITS | - | 1.01 Articolo in rivista | Siracusa_JSSC_arxiv.pdf |
| Spatzformer: An Efficient Reconfigurable Dual-Core RISC-V V Cluster for Mixed Scalar-Vector Workloads | Perotti, M.; Raeber, M.; Sinigaglia, M.; Cavalcante, M.; Rossi, D.; Benini, L. | 2024-01-01 | - | Institute of Electrical and Electronics Engineers Inc. | 4.01 Contributo in Atti di convegno | - |
| TitanCFI: Toward Enforcing Control-Flow Integrity in the Root-of-Trust | Parisi, E.; Musa, A.; Manoni, S.; Ciani, M.; Rossi, D.; Barchi, F.; Bartolini, A.; Acquaviva, A. | 2024-01-01 | - | Institute of Electrical and Electronics Engineers Inc. | 4.01 Contributo in Atti di convegno | - |
| TOP: Towards Open & Predictable Heterogeneous SoCs | Valente, L.; Restuccia, F.; Rossi, D.; Kastner, R.; Benini, L. | 2024-01-01 | IEEE TRANSACTIONS ON COMPUTERS | - | 1.01 Articolo in rivista | 2401.15639v2.pdf |
| Unleashing OpenTitan’s Potential: a Silicon-Ready Embedded Secure Element for Root of Trust and Cryptographic Offloading | Ciani, Maicol; Parisi, Emanuele; Musa, Alberto; Barchi, Francesco; Bartolini, Andrea; Kulmala, Ar...i; Psiakis, Rafail; Garofalo, Angelo; Acquaviva, Andrea; Rossi, Davide | 2024-01-01 | ACM TRANSACTIONS ON EMBEDDED COMPUTING SYSTEMS | - | 1.01 Articolo in rivista | - |
| 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 | Conti, Francesco; Rossi, Davide; Paulin, Gianna; Garofalo, Angelo; Di Mauro, Alfio; Rutishauer, G...eorg; Ottavi, Gian marco; Eggimann, Manuel; Okuhara, Hayate; Huard, Vincent; Montfort, Olivier; Jure, Lionel; Exibard, Nils; Gouedo, Pascal; Louvat, Mathieu; Botte, Emmanuel; Benini, Luca | 2023-01-01 | - | - | 4.01 Contributo in Atti di convegno | - |