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]
Kuhne, J.; Magno, M.; Benini, L., Low Latency Visual Inertial Odometry with On-Sensor Accelerated Optical Flow for Resource-Constrained UAVs, «IEEE SENSORS JOURNAL», 2025, 25, pp. 7838 - 7847 [articolo]
Amine Hamdi, Mohamed; Daghero, Francesco; Maria Sarda, Giuseppe; Van Delm, Josse; Symons, Arne; Benini, Luca; Verhelst, Marian; Jahier Pagliari, Daniele; Burrello, Alessio, MATCH: Model-Aware TVM-Based Compilation for Heterogeneous Edge Devices, «IEEE TRANSACTIONS ON COMPUTER-AIDED DESIGN OF INTEGRATED CIRCUITS AND SYSTEMS», 2025, 44, pp. 3844 - 3857 [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]
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, Maestro: A 302 GFLOPS/W and 19.8GFLOPS RISC-V Vector-Tensor Architecture for Wearable Ultrasound Edge Computing, «IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS. I, REGULAR PAPERS», 2025, 72, pp. 1 - 15 [articolo]
Venieri, Emanuele; Manoni, Simone; Ceccolini, Gabriele; Madella, Giacomo; Ficarelli, Federico; Gregori, Daniele; Acquaviva, Andrea; Benini, Luca; Bartolini, Andrea, Monte Cimone v2: HPC RISC-V Cluster Evaluation and Optimization, in: Lecture Notes in Computer Science, Springer, 2025, pp. 576 - 586 (atti di: International Conference on High Performance Computing, Hamburg, Friday 13th June 2025) [Contributo in Atti di convegno]
Nadalini, D.; Rusci, M.; Cereda, E.; Benini, L.; Conti, F.; Palossi, D., Multi-modal On-Device Learning for Monocular Depth Estimation on Ultra-low-power MCUs, «IEEE INTERNET OF THINGS JOURNAL», 2025, -, pp. 1 - 1 [articolo]
Orlandi, Mattia; Rapa, Pierangelo Maria; Baracat, Farah; Benini, Luca; Donati, Elisa; Benatti, Simone, Neural Strategies for Upper Limb Movements: Motor Unit Control during Dynamic Contractions at Increasing Speeds, in: 2025 47th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2025, pp. 1 - 7 (atti di: 2025 47th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), Copenhagen, Denmark, 14-17 July 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]
Dequino, Alberto; Bompani, Luca; Benini, Luca; Conti, Francesco, Optimizing BFloat16 Deployment of Tiny Transformers on Ultra-Low Power Extreme Edge SoCs, «JOURNAL OF LOW POWER ELECTRONICS AND APPLICATIONS», 2025, 15, Article number: 8, pp. 1 - 26 [articolo]Open Access
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]
Fu, Zexin; Tedeschi, Riccardo; Ottavi, Gianmarco; Wistoff, Nils; Fuguet, César; Rossi, Davide; Benini, Luca, Ramping Up Open-Source RISC-V Cores: Assessing the Energy Efficiency of Superscalar, Out-of-Order Execution, 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. 12 - 20 (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]
Perotti, M.; Riedel, S.; Cavalcante, M.; Benini, L., Spatz: Clustering Compact RISC-V-Based Vector Units to Maximize Computing Efficiency, «IEEE TRANSACTIONS ON COMPUTER-AIDED DESIGN OF INTEGRATED CIRCUITS AND SYSTEMS», 2025, 44, pp. 2488 - 2502 [articolo]
Manoni, Simone; Scheffler, Paul; Zanatta, Luca; Acquaviva, Andrea; Benini, Luca; Bartolini, Andrea, SpikeStream: Accelerating Spiking Neural Network Inference on RISC-V Clusters with Sparse Computation Extensions, 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, Centre de Congres de Lyon, fra, 2025) [Contributo in Atti di convegno]Open Access
