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Luca Benini

Professore ordinario

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

Settore scientifico disciplinare: ING-INF/01 ELETTRONICA

Pubblicazioni

Benini, Luca, From Nano-Drones to Cars - A RISC-V Open Platform for next-generation Vehicles, in: 2023 9th International Workshop on Advances in Sensors and Interfaces (IWASI), 345 E 47TH ST, NEW YORK, NY 10017 USA, IEEE, 2023, pp. 8 - 8 (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]

Müller, Hanna; Zimmerman, Nicky; Polonelli, Tommaso; Magno, Michele; Behley, Jens; Stachniss, Cyrill; Benini, Luca, Fully On-board Low-Power Localization with Multizone Time-of-Flight Sensors on Nano-UAVs, in: 2023 Design, Automation & Test in Europe Conference & Exhibition (DATE), 2023, pp. 1 - 6 (atti di: 2023 Design, Automation & Test in Europe Conference & Exhibition (DATE), Antwerp, Belgium, 17-19 April 2023) [Contributo in Atti di convegno]

Keller, Kirill; Leitner, Christoph; Baumgartner, Christian; Benini, Luca; Greco, Francesco, Fully Printed Flexible Ultrasound Transducer for Medical Applications, «ADVANCED MATERIALS TECHNOLOGIES», 2023, 8, Article number: 2300577, pp. 1 - 9 [articolo]Open Access

Vostrikov, Sergei; Anderegg, Matteo; Leitner, Christoph; Benini, Luca; Cossettini, Andrea, Hand Gesture Recognition via Wearable Ultra-Low Power Ultrasound and Gradient-Boosted Tree Classifiers, 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]

Iff, Patrick; Besta, Maciej; Cavalcante, Matheus; Fischer, Tim; Benini, Luca; Hoefler, Torsten, HexaMesh: Scaling to Hundreds of Chiplets with an Optimized Chiplet Arrangement, in: 2023 60th ACM/IEEE Design Automation Conference (DAC), 2023, pp. . - . (atti di: 2023 60th ACM/IEEE Design Automation Conference (DAC), San Francisco, CA, USA, 09-13 July 2023) [Contributo in Atti di convegno]

Van Delm, J; Vandersteegenl, M; Burrello, A; Sarda, GM; Conti, F; Pagliari, DJ; Benini, L; Verhelst, M, HTVM: Efficient Neural Network Deployment On Heterogeneous TinyML Platforms, in: 2023 60th ACM/IEEE Design Automation Conference (DAC), 345 E 47TH ST, NEW YORK, NY 10017 USA, IEEE, 2023, pp. 1 - 6 (atti di: 2023 60th ACM/IEEE Design Automation Conference (DAC), San Francisco, USA, 2023) [Contributo in Atti di convegno]

Valente, Luca; Tortorella, Yvan; Sinigaglia, Mattia; Tagliavini, Giuseppe; Capotondi, Alessandro; Benini, Luca; Rossi, Davide, HULK-V: a Heterogeneous Ultra-low-power Linux capable RISC-V SoC, in: 2023 Design, Automation & Test in Europe Conference & Exhibition (DATE), New York, IEEE, 2023, pp. 1 - 6 (atti di: Design, Automation & Test in Europe Conference & Exhibition (DATE), Antwerp, Belgium, 17-19 April 2023) [Contributo in Atti di convegno]Open Access

Michael Rogenmoser; Yvan Tortorella; Davide Rossi; Francesco Conti; Luca Benini, Hybrid Modular Redundancy: Exploring Modular Redundancy Approaches in RISC-V Multi-Core Computing Clusters for Reliable Processing in Space, «ACM TRANSACTIONS ON CYBER-PHYSICAL SYSTEMS», 2023, -, pp. - - - [articolo]

Brander, Carl; Cioflan, Cristian; Niculescu, Vlad; Müller, Hanna; Polonelli, Tommaso; Magno, Michele; Benini, Luca, Improving Data-Scarce Image Classification Through Multimodal Synthetic Data Pretraining, in: 2023 IEEE Sensors Applications Symposium (SAS), 345 E 47TH ST, NEW YORK, NY 10017 USA, IEEE, 2023, pp. . - . (atti di: 2023 IEEE Sensors Applications Symposium (SAS), Ottawa, ON, Canada, 18 - 20 july 2023) [Contributo in Atti di convegno]

Langenegger, Jovin; Karunaratne, Geethan; Hersche, Michael; Benini, Luca; Sebastian, Abu; Rahimi, Abbas, In-memory factorization of holographic perceptual representations, «NATURE NANOTECHNOLOGY», 2023, 18, pp. 479 - 485 [articolo]

Islamoglu, Gamze; Scherer, Moritz; Paulin, Gianna; Fischer, Tim; Jung, Victor J.B.; Garofalo, Angelo; Benini, Luca, ITA: An Energy-Efficient Attention and Softmax Accelerator for Quantized Transformers, in: 2023 IEEE/ACM International Symposium on Low Power Electronics and Design (ISLPED), 345 E 47TH ST, NEW YORK, NY 10017 USA, IEEE, 2023, pp. . - . (atti di: 2023 IEEE/ACM International Symposium on Low Power Electronics and Design (ISLPED), Vienna, Austria, 07-08 August 2023) [Contributo in Atti di convegno]

Pourjabar, Mahyar; AlKatheeri, Ahmed; Rusci, Manuele; Barcis, Agata; Niculescu, Vlad; Ferrante, Eliseo; Palossi, Daniele; Benini, Luca, Land & Localize: An Infrastructure-free and Scalable Nano-Drones Swarm with UWB-based Localization, in: 2023 19th International Conference on Distributed Computing in Smart Systems and the Internet of Things (DCOSS-IoT), IEEE, 2023, pp. 654 - 660 (atti di: 19th International Conference on Distributed Computing in Smart Systems and the Internet of Things (DCOSS-IoT), Pafos, Cyprus, 19-21 June 2023) [Contributo in Atti di convegno]

Gao, Xinchen; Li, Yawei; Li, Wen; Duan, Lixin; Van Gool, Luc; Benini, Luca; Magno, Michele, Learning continuous piecewise non-linear activation functions for deep neural networks, in: 2023 IEEE International Conference on Multimedia and Expo (ICME), 345 E 47TH ST, NEW YORK, NY 10017 USA, IEEE, «PROCEEDINGS IEEE INTERNATIONAL CONFERENCE ON MULTIMEDIA AND EXPO», 2023, pp. 1835 - 1840 (atti di: 2023 IEEE International Conference on Multimedia and Expo (ICME), Brisbane, Australia, 10-14 July 2023) [Contributo in Atti di convegno]

Li, Yawei; Zhang, Kai; Cao, Jiezhang; Timofte, Radu; Magno, Michele; Benini, Luca; Van Goo, Luc, LocalViT: Analyzing Locality in Vision Transformers, 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, 01-05 October 2023) [Contributo in Atti di convegno]

Molan M.; Borghesi A.; Benini L.; Bartolini A., Machine Learning Methodologies to Support HPC Systems Operations: Anomaly Detection, in: Euro-Par 2022: Parallel Processing Workshops. Euro-Par 2022, Cham, Springer, «LECTURE NOTES IN COMPUTER SCIENCE», 2023, 13835 LNCS, pp. 294 - 298 (atti di: Euro-Par 2022: Parallel Processing Workshops. Euro-Par 2022, Glasgow (Scotland), 22-26 Agosto 2022) [Contributo in Atti di convegno]

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