Bambini, Giovanni; Ottaviano, Alessandro; Conficoni, Christian; Tilli, Andrea; Benini, Luca; Bartolini, Andrea, Modeling and Controlling Many-Core HPC Processors: an Alternative to PID and Moving Average Algorithms, «ACM TRANSACTIONS ON AUTONOMOUS AND ADAPTIVE SYSTEMS», in corso di stampa, Just Accepted, pp. 0 - 31 [Scientific article]
Seyedkazemi Ardebili, Mohsen; Acquaviva, Andrea; Benini, Luca; Bartolini, Andrea, Elevating Datacenter Resilience with ThermADNet: A Thermal Anomaly Detection System, «FUTURE GENERATION COMPUTER SYSTEMS», 2026, 179, Article number: 108311 , pp. 179 - 19 [Scientific article]Open Access
Wang, Bowen; Bertuletti, Marco; Zhang, Yichao; Jung, Victor J. B.; Benini, Luca, A Dynamic Allocation Scheme for Adaptive Shared-Memory Mapping on Kilo-Core RV Clusters for Attention-Based Model Deployment, in: Proceedings of the International Conference on Application-Specific Systems, Architectures and Processors, 10662 LOS VAQUEROS CIRCLE, PO BOX 3014, LOS ALAMITOS, CA 90720-1264 USA, Institute of Electrical and Electronics Engineers Inc., 2025, pp. 9 - 16 (atti di: 36th IEEE International Conference on Application-Specific Systems, Architectures and Processors, ASAP 2025, Vancouver, BC, Canada, 28-30 July 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]
Tedeschi, Riccardo; Nadalini, Alessandro; Grillotti, Filippo; De Ambroggi, Fabio; Guidetti, Elio; Benini, Luca; Rossi, Davide, A Low-Cost Fault Tolerance Technique for Microcontroller-Class RISC-V Processors, in: Lecture Notes in Electrical Engineering, GEWERBESTRASSE 11, CHAM, CH-6330, SWITZERLAND, Springer Science and Business Media Deutschland GmbH, 2025, 1263 LNEE, pp. 21 - 28 (atti di: 55th Annual Meeting of the Italian Electronics Society, SIE 2024, ita, 2024) [Contribution to conference proceedings]
Colagrande, Luca; Benini, Luca, A Multicast-Capable AXI Crossbar for Many-core Machine Learning Accelerators, in: AICAS 2025 - 2025 7th IEEE International Conference on Artificial Intelligence Circuits and Systems, Proceedings, Institute of Electrical and Electronics Engineers Inc., 2025, pp. 1 - 5 (atti di: 7th IEEE International Conference on Artificial Intelligence Circuits and Systems, AICAS 2025, france, bordeaux, 28-30 April 2025) [Contribution to conference proceedings]
Lopoukhine, Alexandre; Ficarelli, Federico; Vasiladiotis, Christos; Lydike, Anton; Van Delm, Josse; Dutilleul, Alban; Benini, Luca; Verhelst, Marian; Grosser, Tobias, A Multi-level Compiler Backend for Accelerated Micro-kernels Targeting RISC-V ISA Extensions, in: CGO '25: Proceedings of the 23rd ACM/IEEE International Symposium on Code Generation and Optimization, 2025, pp. 163 - 178 (atti di: CGO '25: Proceedings of the 23rd ACM/IEEE International Symposium on Code Generation and Optimization, Las Vegas NV USA, 1-5 March 2025) [Contribution to conference proceedings]
Wiese, Philip; Kartsch, Victor; Guermandi, Marco; Benini, Luca, A Multi-Modal IoT Node for Energy-Efficient Environmental Monitoring with Edge AI Processing, in: 2025 IEEE International Conference on Omni-Layer Intelligent Systems, COINS 2025, 345 E 47TH ST, NEW YORK, NY 10017 USA, Institute of Electrical and Electronics Engineers Inc., 2025, pp. 1 - 7 (atti di: 2025 IEEE International Conference on Omni-Layer Intelligent Systems, COINS 2025, Madison, WI, USA, 04-06 August 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, Article number: 11087605 , pp. 1 - 1 [Scientific article]
Mächler, Tobias; Müller, Hanna; Wiese, Philip; Magno, Michele; Kartsch, Victor; Benini, Luca, A Small Flying IoT Node for Real-Time Spectral Monitoring in Smart Agriculture, in: 2025 IEEE Sensors Applications Symposium (SAS), 2025, pp. 1 - 6 (atti di: 2025 IEEE Sensors Applications Symposium (SAS), Newcastle, United Kingdom, 08-10 July 2025) [Contribution to conference proceedings]
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 [Scientific article]Open Access
Busia, P.; Scrugli, M. A.; Jung, V. J.; Benini, L.; Meloni, P., A Tiny Transformer for Low-Power Arrhythmia Classification on Microcontrollers, «IEEE TRANSACTIONS ON BIOMEDICAL CIRCUITS AND SYSTEMS», 2025, 19, pp. 142 - 152 [Scientific article]Open Access
Ingolfsson, Thorir Mar; Kartsch, Victor; Benini, Luca; Cossettini, Andrea, A Wearable Ultra-Low-Power System for EEG-Based Speech-Imagery Interfaces, «IEEE TRANSACTIONS ON BIOMEDICAL CIRCUITS AND SYSTEMS», 2025, 19, pp. 743 - 755 [Scientific article]
Zhang, Yichao; Bertuletti, Marco; Mazzola, Sergio; Riedel, Samuel; Benini, Luca, A 410 GFLOP/s, 64 RISC-V Cores, 204.8 GBps Shared-Memory Cluster in 12 nm FinFET with Systolic Execution Support for Efficient B5G/6G AI-Enhanced O-RAN, in: European Solid-State Circuits Conference, IEEE Computer Society, 2025, pp. 401 - 404 (atti di: 51st IEEE European Solid-State Electronics Research Conference, ESSERC 2025, Munich, Germany, 08-11 September 2025) [Contribution to conference proceedings]
Bertuletti, Marco; Zhang, Yichao; Vanelli-Coralli, Alessandro; Benini, Luca, A 66-Gb/s/5.5-W RISC-V Many-Core Cluster for 5G+ Software-Defined Radio Uplinks, «IEEE TRANSACTIONS ON VERY LARGE SCALE INTEGRATION (VLSI) SYSTEMS», 2025, 33, pp. 2225 - 2238 [Scientific article]
