Foto del docente

Luca Benini

Full Professor

Department of Electrical, Electronic, and Information Engineering "Guglielmo Marconi"

Academic discipline: ING-INF/01 Electronic Engineering

Publications

Fischer, Tim; Rogenmoser, Michael; Cavalcante, Matheus; Gürkaynak, Frank K.; Benini, Luca, FlooNoC: A Multi-Tb/s Wide NoC for Heterogeneous AXI4 Traffic, «IEEE DESIGN & TEST», 2023, 40, pp. 7 - 17 [Scientific article]

Rutishauser, Georg; Conti, Francesco; Benini, Luca, Free Bits: Latency Optimization of Mixed-Precision Quantized Neural Networks on the Edge, in: 2023 IEEE 5th International Conference on Artificial Intelligence Circuits and Systems (AICAS), 2023, pp. 1 - 5 (atti di: 2023 IEEE 5th International Conference on Artificial Intelligence Circuits and Systems (AICAS), Hangzhou, China, 2023) [Contribution to conference proceedings]

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) [Contribution to conference proceedings]

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) [Contribution to conference proceedings]

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 [Scientific article]Open Access

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) [Contribution to conference proceedings]

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) [Contribution to conference proceedings]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) [Contribution to conference proceedings]

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) [Contribution to conference proceedings]

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. - - - [Scientific article]

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) [Contribution to conference proceedings]

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) [Contribution to conference proceedings]

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 [Scientific article]

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) [Contribution to conference proceedings]

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, 2023, pp. 1835 - 1840 (atti di: 2023 IEEE International Conference on Multimedia and Expo (ICME), Brisbane, Australia, 10-14 July 2023) [Contribution to conference proceedings]

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