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ROSSI, DAVIDE

ROSSI, DAVIDE  

DEI - DIPARTIMENTO DI INGEGNERIA DELL'ENERGIA ELETTRICA E DELL'INFORMAZIONE "GUGLIELMO MARCONI"  

Docenti di ruolo di IIa fascia  

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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 Low-Cost Fault Tolerance Technique for Microcontroller-Class RISC-V Processors Tedeschi, Riccardo; Nadalini, Alessandro; Grillotti, Filippo; De Ambroggi, Fabio; Guidetti, Elio;... Benini, Luca; Rossi, Davide 2025-01-01 - Springer Science and Business Media Deutschland GmbH 4.01 Contributo in Atti di convegno -
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 -
HMR-NEureka: Hybrid Modular Redundancy DNN Acceleration in Heterogeneous RISC-V SoCs Ghionda, Luigi; Tedeschi, Riccardo; Tortorella, Yvan; Prasad, Arpan Suravi; Rossi, Davide; Benini..., Luca; Conti, Francesco 2025-01-01 - IEEE Computer Society 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 -
PACE-Lite: Compact and Efficient Piecewise Polynomial Approximation for Transformer Nonlinearity Acceleration Prasad, Arpan Suravi; İslamoğlu, Gamze; Bertaccini, Luca; Rossi, Davide; Conti, Francesco; Benin...i, Luca 2025-01-01 - - 4.01 Contributo in Atti di convegno -
PACE: An Optimal Piecewise Polynomial Approximation Unit for Flexible and Efficient Transformer Non-linearity Acceleration Prasad, Arpan Suravi; İslamoğlu, Gamze; Bertaccini, Luca; Rossi, Davide; Conti, Francesco; Benin...i, Luca 2025-01-01 - IEEE Computer Society 4.01 Contributo in Atti di convegno -
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
Ramping Up Open-Source RISC-V Cores: Assessing the Energy Efficiency of Superscalar, Out-of-Order Execution Fu, Zexin; Tedeschi, Riccardo; Ottavi, Gianmarco; Wistoff, Nils; Fuguet, César; Rossi, Davide; Be...nini, Luca 2025-01-01 - Association for Computing Machinery, Inc 4.01 Contributo in Atti di convegno -
SoftEx: A Low Power and Flexible Softmax Accelerator with Fast Approximate Exponentiation Belano, Andrea; Tortorella, Yvan; Garofalo, Angelo; Benini, Luca; Rossi, Davide; Conti, Francesco 2025-01-01 - Institute of Electrical and Electronics Engineers Inc. 4.01 Contributo in Atti di convegno -
Towards Reliable Systems: A Scalable Approach to AXI4 Transaction Monitoring Liang, Chaoqun; Benz, Thomas; Ottaviano, Alessandro; Garofalo, Angelo; Benini, Luca; Rossi, Davide 2025-01-01 - Institute of Electrical and Electronics Engineers Inc. 4.01 Contributo in Atti di convegno -
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 -