Sinigaglia, Mattia; Garofalo, Angelo; Cereda, Elia; Tedeschi, Riccardo; Ciani, Maicol; Tesfai, Huruy Tekle; Tolba, Mohammed; Isachi, Victor; Saleh, Hani; Palossi, Daniele; Psiakis, Rafail; Mohammad, Baker; Rossi, Davide, A Heterogeneous System-on-Chip with an 83 GFLOp/s, 1.2 TFLOp/s/W Parallel Programmable Accelerator for Real-time On-device Learning in Autonomous Nano-UAVs, «IEEE OPEN JOURNAL OF SOLID-STATE CIRCUITS», 2026, not yet assigned, pp. 1 - 10 [articolo]Open Access
Micolitti, Massimo; Zmeu, Alina; Nadalini, Alessandro; Conti, Francesco; Benatti, Simone; Garofalo, Angelo, An Ethernet-Integrated Accelerator for On-the-Fly Spherical-to-Cartesian LiDAR Coordinates Conversion, in: CF '26 Companion: Proceedings of the 23rd ACM International Conference on Computing Frontiers: Workshops and Special Sessions, 2026, pp. 113 - 116 (atti di: CF '26 Companion: Proceedings of the 23rd ACM International Conference on Computing Frontiers: Workshops and Special Sessions, Catania, 19 maggio 2026) [Contributo in Atti di convegno]
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 [articolo]
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, 72, Article number: 11087605, pp. 1 - 1 [articolo]
Silvano, Cristina; Ielmini, Daniele; Ferrandi, Fabrizio; Fiorin, Leandro; Curzel, Serena; Benini, Luca; Conti, Francesco; Garofalo, Angelo; Zambelli, Cristian; Calore, Enrico; Schifano, Sebastiano; Palesi, Maurizio; Ascia, Giuseppe; Patti, Davide; Petra, Nicola; De Caro, Davide; Lavagno, Luciano; Urso, Teodoro; Cardellini, Valeria; Cardarilli, Gian Carlo; Birke, Robert; Perri, Stefania, A Survey on Deep Learning Hardware Accelerators for Heterogeneous HPC Platforms, «ACM COMPUTING SURVEYS», 2025, 57, Article number: 286, pp. 1 - 39 [articolo]Open Access
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 [articolo]
Reinwardt, Christopher; Balas, Robert; Ottaviano, Alessandro; Garofalo, Angelo; Benini, Luca, CVA6-VMRT: A Modular Approach Towards Time-Predictable Virtual Memory in a 64-bit Application Class RISC-V Processor, 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. 116 - 123 (atti di: 22nd ACM International Conference on Computing Frontiers 2025, CF 2025, ita, 2025) [Contributo in Atti di convegno]Open Access
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) [Contributo in Atti di convegno]
Garofalo, Angelo; Benini, Luca, Leveraging RISC-V for HW/SW Codesign of Flexible and Efficient TinyML SoCs, «IEEE DESIGN & TEST», 2025, 42, pp. 8 - 26 [articolo]
İslamoğlu, Gamze; Bertaccini, Luca; Prasad, Arpan Suravi; Conti, Francesco; Garofalo, Angelo; Benini, Luca, MXDOTP: A RISC-V ISA Extension for Enabling Microscaling (MX) Floating-Point Dot Products, in: Proceedings of the International Conference on Application-Specific Systems, Architectures and Processors, Institute of Electrical and Electronics Engineers Inc., 2025, pp. 81 - 84 (atti di: 36th IEEE International Conference on Application-Specific Systems, Architectures and Processors, ASAP 2025, can, 2025) [Contributo in Atti di convegno]
Pang, Hong; Cappetta, Carmine; Massa, Riccardo; Vasilopoulos, Athanasios; Ferro, Elena; Islamoglu, Gamze; Garofalo, Angelo; Conti, Francesco; Benini, Luca; Boybat, Irem; Boesch, Thomas, Multi-Mode Borderguard Controllers for Efficient On-Chip Communication in Heterogeneous Digital/Analog Neural Processing Units, in: Proceedings -Design, Automation and Test in Europe, DATE, Institute of Electrical and Electronics Engineers Inc., «PROCEEDINGS - DESIGN, AUTOMATION, AND TEST IN EUROPE CONFERENCE AND EXHIBITION», 2025, pp. 1 - 7 (atti di: 2025 Design, Automation and Test in Europe Conference, DATE 2025, Lyon, France, 31 March 2025 - 02 April 2025) [Contributo in Atti di convegno]
Silvano, Cristina; Ferrandi, Fabrizio; Curzel, Serena; Ielmini, Daniele; Perri, Stefania; Spagnolo, Fanny; Corsonello, Pasquale; Schifano, Sebastiano Fabio; Zambelli, Cristian; Garofalo, Angelo; Conti, Francesco; Benini, Luca, Multi-Partner Project: Architectures and Design Methodologies to Accelerate AI Workloads. The ICSC Flagship 2 Project, in: Proceedings -Design, Automation and Test in Europe, DATE, Piscataway, Institute of Electrical and Electronics Engineers Inc., «PROCEEDINGS - DESIGN, AUTOMATION, AND TEST IN EUROPE CONFERENCE AND EXHIBITION», 2025, pp. 1 - 7 (atti di: 2025 Design, Automation and Test in Europe Conference, DATE 2025, Lyon, France, 31 March 2025 - 02 April 2025) [Contributo in Atti di convegno]
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 [articolo]
Cammarata, Danilo; Perotti, Matteo; Bertuletti, Marco; Garofalo, Angelo; Schiavone, Pasquale Davide; Atienza, David; Benini, Luca, Quadrilatero: A RISC-V programmable matrix coprocessor for low-power edge applications, 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, 2, pp. 66 - 69 (atti di: 22nd ACM International Conference on Computing Frontiers 2025, CF 2025, ita, 2025) [Contributo in Atti di convegno]
Wiese, Philip; Item, Maurus; Bertaccini, Luca; Tortorella, Yvan; Garofalo, Angelo; Benini, Luca, RedMulE-FT: A Reconfigurable Fault-Tolerant Matrix Multiplication Engine, 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, 2, pp. 78 - 81 (atti di: 22nd ACM International Conference on Computing Frontiers 2025, CF 2025, ita, 2025) [Contributo in Atti di convegno]
