All publications

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, pp. 1 - 39 [Scientific article] Open Access

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 [Scientific article]

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) [Contribution to conference proceedings]

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]

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) [Contribution to conference proceedings]

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) [Contribution to conference proceedings]

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]

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) [Contribution to conference proceedings]

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, pp. 1 - 1 [Scientific article]

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 [Scientific article]

Tostado-Veliz, M.; Borghetti, A.; Siano, P.; Jurado, F., Privacy-preserving energy management in local energy communities with EVs – An enhanced benders-like solution strategy, «SUSTAINABLE CITIES AND SOCIETY», 2025, 132, pp. 1 - 13 [Scientific article] Open Access

De Santis, M.; Di Fazio, A. R.; Russo, M.; Harighi, T.; Borghetti, A., Decentralized multi-objective optimization of distribution system operation exploiting flexibility of electric vehicle parking lots and photovoltaic systems, «SUSTAINABLE ENERGY, GRIDS AND NETWORKS», 2025, 43, pp. 1 - 19 [Scientific article] Open Access

Liu, Y.; Yang, H.; Xin, H.; Borghetti, A.; Zhu, J., Power Capacity Allocation Among Multiple Renewable Power Plants: A Perspective from System Strength, «IEEE TRANSACTIONS ON SUSTAINABLE ENERGY», 2025, 17, pp. 1 - 4 [Scientific article]

Xu, S.; Zheng, W.; Zheng, Y.; Borghetti, A., Robust Unit Commitment for Integrated Electricity and Heat Systems Considering Carbon Emissions, in: Proceedings - 2025 10th Asia Conference on Power and Electrical Engineering, ACPEE 2025, Piscataway, Institute of Electrical and Electronics Engineers Inc., 2025, pp. 2450 - 2454 (atti di: 10th Asia Conference on Power and Electrical Engineering, ACPEE 2025, Beijing, China, 2025) [Contribution to conference proceedings]

Govoni, Andrea; Laudante, Gianluca; Mirto, Michele; Pennacchio, Olga; Palli, Gianluca; Pirozzi, Salvatore; Spatarella, Nicola, A Robotic System for Medical Hoses Manipulation and Quality Check, «IEEE TRANSACTIONS ON AUTOMATION SCIENCE AND ENGINEERING», 2025, 22, pp. 22699 - 22714 [Scientific article]

Govoni, Andrea; Cavuoto, Michela; Alunni, Miriam Massini; Indovini, Maurizio; Palli, Gianluca, Design and Integration of a Robotic Gripper and Warehouse System for Automated Cable Assembly, in: IEEE International Conference on Automation Science and Engineering, IEEE Computer Society, 2025, pp. 596 - 601 (atti di: 21st IEEE International Conference on Automation Science and Engineering, CASE 2025, usa, 2025) [Contribution to conference proceedings]

Montagna, Sara; Stagni, Rita; Pierucci, Giada; Aceti, Arianna; Cordelli, Duccio Maria; Bisi, Maria Cristina, Digital Twins for Monitoring Neuromotor Development in Preterm Infants: Conceptual Framework and Proof-of-concept Study, «JOURNAL OF MEDICAL SYSTEMS», 2025, 49, pp. 1 - 13 [Scientific article] Open Access

Testi, Enrico; Torcolacci, Giulia; Decarli, Nicolò; Dardari, Davide; Paolini, Enrico, Coded Spatial Random Access in the Near Field, «IEEE INTERNET OF THINGS JOURNAL», 2025, 12, pp. 29472 - 29484 [Scientific article] Open Access

Testi, Enrico; Torcolacci, Giulia; Decarli, Nicolo; Dardari, Davide; Paolini, Enrico, A Grant-Free Coded Random Access Scheme for Near-Field Communications, in: Valenti M., Reed D., Torres M., ICC 2025 - IEEE International Conference on Communications, 345 E 47TH ST, NEW YORK, NY 10017 USA, Institute of Electrical and Electronics Engineers Inc., 2025, pp. 1772 - 1777 (atti di: 2025 IEEE International Conference on Communications, ICC 2025, Montreal, QC, Canada, 8 June 2025 - 12 June 2025) [Contribution to conference proceedings]

Diban, Bassel; Mazzanti, Giovanni; Diaz, Rolando Ezequiel, Life Estimation of Extruded HVDC Cables Under Prequalification Test Conditions, in: 2025 AEIT HVDC International Conference, AEIT HVDC 2025, New York, Institute of Electrical and Electronics Engineers Inc., 2025, pp. 1 - 6 (atti di: 2025 AEIT HVDC International Conference, AEIT HVDC 2025, Genova, Italy, May, 29-30, 2025) [Contribution to conference proceedings]