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Luca Benini

Professore ordinario

Dipartimento di Ingegneria dell'Energia Elettrica e dell'Informazione "Guglielmo Marconi"

Settore scientifico disciplinare: IINF-01/A Elettronica

Pubblicazioni

Zelioli, Enrico; Ottaviano, Alessandro; Balas, Robert; Wistoff, Nils; Garofalo, Angelo; Benini, Luca, vCLIC: Towards Fast Interrupt Handling in Virtualized RISC-V Mixed-Criticality Systems, in: Proceedings - IEEE International Conference on Computer Design: VLSI in Computers and Processors, Institute of Electrical and Electronics Engineers Inc., 2024, pp. 288 - 291 (atti di: 42nd IEEE International Conference on Computer Design, ICCD 2024, Milan, Italy, 18-20 November 2024) [Contributo in Atti di convegno]

Rutishauser, Georg; Mihali, Joan; Scherer, Moritz; Benini, Luca, xTern: Energy-Efficient Ternary Neural Network Inference on RISC-V-Based Edge Systems, 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., 2024, pp. 206 - 213 (atti di: 35th IEEE International Conference on Application-Specific Systems, Architectures and Processors, ASAP 2024, Hong Kong, Hong Kong, 24-26 July 2024) [Contributo in Atti di convegno]

Conti, Francesco; Rossi, Davide; Paulin, Gianna; Garofalo, Angelo; Di Mauro, Alfio; Rutishauer, Georg; Ottavi, Gian marco; Eggimann, Manuel; Okuhara, Hayate; Huard, Vincent; Montfort, Olivier; Jure, Lionel; Exibard, Nils; Gouedo, Pascal; Louvat, Mathieu; Botte, Emmanuel; Benini, Luca, 22.1 A 12.4TOPS/W @ 136GOPS AI-IoT System-on-Chip with 16 RISC-V, 2-to-8b Precision-Scalable DNN Acceleration and 30%-Boost Adaptive Body Biasing, in: 2023 IEEE International Solid-State Circuits Conference (ISSCC), 2023, pp. 21 - 23 (atti di: 2023 IEEE International Solid-State Circuits Conference (ISSCC), San Francisco, USA, 2023) [Contributo in Atti di convegno]

Rutishauser, Georg; Scherer, Moritz; Fischer, Tim; Benini, Luca, 7 μJ/inference end-to-end gesture recognition from dynamic vision sensor data using ternarized hybrid convolutional neural networks, «FUTURE GENERATION COMPUTER SYSTEMS», 2023, 149, pp. 717 - 731 [articolo]Open Access

Nadalini, A; Rutishauser, G; Burrello, A; Bruschi, N; Garofalo, A; Benini, L; Conti, F; Rossi, D, A 3 TOPS/W RISC-V Parallel Cluster for Inference of Fine-Grain Mixed-Precision Quantized Neural Networks, in: 2023 IEEE Computer Society Annual Symposium on VLSI (ISVLSI), 345 E 47TH ST, NEW YORK, NY 10017 USA, IEEE, «PROCEEDINGS IEEE COMPUTER SOCIETY ANNUAL SYMPOSIUM ON VLSI», 2023, pp. 145 - 150 (atti di: 2023 IEEE Computer Society Annual Symposium on VLSI (ISVLSI), Foz do Iguacu, Brazil, 2023) [Contributo in Atti di convegno]Open Access

Kühne, Jonas; Magno, Michele; Benini, Luca, A Fast and Accurate Optical Flow Camera for Resource-Constrained Edge Applications, in: 2023 9th International Workshop on Advances in Sensors and Interfaces (IWASI), 345 E 47TH ST, NEW YORK, NY 10017 USA, IEEE, 2023, pp. 143 - 148 (atti di: 2023 9th International Workshop on Advances in Sensors and Interfaces (IWASI), Monopoli (Bari), Italy, 08-09 June 2023) [Contributo in Atti di convegno]

Schindler, Dominik; Niculescu, Vlad; Polonelli, Tommaso; Palossi, Daniele; Benini, Luca; Magno, Michele, A Relative Infrastructure-less Localization Algorithm for Decentralized and Autonomous Swarm Formation, in: 2023 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), 2023, pp. . - . (atti di: 2023 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), Detroit, MI, USA, 2023 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS)) [Contributo in Atti di convegno]

Tommaso Polonelli; Amirhossein Moallemi; Weikang Kong; Hanna Müller; Julien Deparday; Michele Magno; Luca Benini, A Self-Sustainable and Micro-Second Time Synchronized Multi-Node Wireless System for Aerodynamic Monitoring on Wind Turbines, «IEEE ACCESS», 2023, 11, Article number: 10295442, pp. 119506 - 119522 [articolo]Open Access

Frey, Sebastian; Kartsch, Victor; Leitner, Christoph; Cossettini, Andrea; Vostrikov, Sergei; Benatti, Simone; Benini, Luca, A Wearable Ultra-Low-Power sEMG-triggered Ultrasound System for Long-term Muscle Activity Monitoring, in: 2023 IEEE International Ultrasonics Symposium (IUS), 2023, pp. . - . (atti di: 2023 IEEE International Ultrasonics Symposium (IUS), Montreal, QC, Canada, 03-08 September 2023) [Contributo in Atti di convegno]

Hersche, Michael; Zeqiri, Mustafa; Benini, Luca; Sebastian, Abu; Rahimi, Abbas, A neuro-vector-symbolic architecture for solving Raven’s progressive matrices, «NATURE MACHINE INTELLIGENCE», 2023, 5, pp. 363 - 375 [articolo]Open Access

Zhang, Chi; Scheffler, Paul; Benz, Thomas; Perotti, Matteo; Benini, Luca, AXI-Pack: Near-Memory Bus Packing for Bandwidth-Efficient Irregular Workloads, in: 2023 Design, Automation & Test in Europe Conference & Exhibition (DATE), 2023, pp. . - . (atti di: 2023 Design, Automation & Test in Europe Conference & Exhibition (DATE), Antwerp Belgium, 17-19 April 2023) [Contributo in Atti di convegno]

Orlandi, Mattia; Rapa, Pierangelo Maria; Zanghieri, Marcello; Frey, Sebastian; Kartsch, Victor; Benini, Luca; Benatti, Simone, An Adaptive Dynamic Mixing Model for sEMG Real-Time ICA on an Ultra-Low Power Processor, in: IEEE BioCAS Conference Proceedings 2023, 2023, pp. 1 - 5 (atti di: IEEE BioCAS Conference 2023, Toronto (CA), 19-21 October 2023) [Contributo in Atti di convegno]

Mazzoni B.; Tagliavini G.; Benini L.; Benatti S., An Optimized Heart Rate Detection System Based on Low-Power Microcontroller Platforms for Biosignal Processing, in: Advances in System-Integrated Intelligence. SYSINT 2022, Cham, Springer, 2023, 546, pp. 160 - 170 (atti di: International Conference on System-Integrated Intelligence, Genova, 7-9 Settembre 2022) [Contributo in Atti di convegno]Open Access

Chang, Yaoxing; Jokic, Petar; Emery, Stephane; Benini, Luca, An Ultra-Low-Power Serial Implementation for Sigmoid and Tanh Using CORDIC Algorithm, in: 2023 Design, Automation & Test in Europe Conference & Exhibition (DATE), 2023, pp. . - . (atti di: 2023 Design, Automation & Test in Europe Conference & Exhibition (DATE), Antwerp Belgium, 17-19 April 2023) [Contributo in Atti di convegno]

Orenes-Vera, Marcelo; Yun, Hyunsung; Wistoff, Nils; Heiser, Gernot; Benini, Luca; Wentzlaff, David; Martonosi, Margaret, AutoCC: Automatic Discovery of Covert Channels in Time-Shared Hardware, in: MICRO '23: Proceedings of the 56th Annual IEEE/ACM International Symposium on Microarchitecture, 2023, pp. 871 - 885 (atti di: MICRO '23: Proceedings of the 56th Annual IEEE/ACM International Symposium on Microarchitecture, Toronto, ON, Canada, 28 October 2023 - 01 November 2023) [Contributo in Atti di convegno]Open Access

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