Foto del docente

Luca Benini

Full Professor

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

Academic discipline: IINF-01/A Electronics

Publications

Niculescu, Vlad; Palossi, Daniele; Magno, Michele; Benini, Luca, Energy-Efficient, Precise UWB-Based 3-D Localization of Sensor Nodes With a Nano-UAV, «IEEE INTERNET OF THINGS JOURNAL», 2023, 10, pp. 5760 - 5777 [Scientific article]

Burrello, Alessio; Risso, Matteo; Tomasello, Noemi; Chen, Yukai; Benini, Luca; Macii, Enrico; Poncino, Massimo; Pagliari, Daniele Jahier, Energy-efficient Wearable-to-Mobile Offload of ML Inference for PPG-based Heart-Rate Estimation, 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) [Contribution to conference proceedings]

Wang, Xiaying; Mei, Lan; Kartsch, Victor; Cossettini, Andrea; Benini, Luca, Enhancing Performance, Calibration Time and Efficiency in Brain-Machine Interfaces through Transfer Learning and Wearable EEG Technology, in: 2023 IEEE Biomedical Circuits and Systems Conference (BioCAS), 2023, pp. . - . (atti di: 2023 IEEE Biomedical Circuits and Systems Conference (BioCAS), Toronto, ON, Canada, 19-21 October 2023) [Contribution to conference proceedings]

Ingolfsson, Thorir Mar; Chakraborty, Upasana; Wang, Xiaying; Beniczky, Sandor; Ducouret, Pauline; Benatti, Simone; Ryvlin, Philippe; Cossettini, Andrea; Benini, Luca, EpiDeNet: An Energy-Efficient Approach to Seizure Detection for Embedded Systems, in: 2023 IEEE Biomedical Circuits and Systems Conference (BioCAS), 2023, pp. . - . (atti di: 2023 IEEE Biomedical Circuits and Systems Conference (BioCAS), Toronto, ON, Canada, 19-21 October 2023) [Contribution to conference proceedings]

Zanghieri, M; Benatti, S; Benini, L; Donati, Elisa, Event-based Low-Power and Low-Latency Regression Method for Hand Kinematics from Surface EMG, in: 2023 9th International Workshop on Advances in Sensors and Interfaces (IWASI), 345 E 47TH ST, NEW YORK, NY 10017 USA, IEEE, 2023, pp. 293 - 298 (atti di: 2023 9th International Workshop on Advances in Sensors and Interfaces (IWASI), Monopoli (BA), 8-9 giugno 2023) [Contribution to conference proceedings]Open Access

Mittone, Gianluca; Tonci, Nicoló; Birke, Robert; Colonnelli, Iacopo; Medić, Doriana; Bartolini, Andrea; Esposito, Roberto; Parisi, Emanuele; Beneventi, Francesco; Polato, Mirko; Torquati, Massimo; Benini, Luca; Aldinucci, Marco, Experimenting with Emerging RISC-V Systems for Decentralised Machine Learning, in: CF '23: Proceedings of the 20th ACM International Conference on Computing Frontiers, 2023, pp. 73 - 83 (atti di: CF '23: Proceedings of the 20th ACM International Conference on Computing Frontiers, bologna, italy, 9-11 may 2023) [Contribution to conference proceedings]

Bertuletti, Marco; Riedel, Samuel; Zhang, Yichao; Vanelli-Coralli, Alessandro; Benini, Luca, Fast Shared-Memory Barrier Synchronization for a 1024-Cores RISC-V Many-Core Cluster, in: SAMOS 2023: Embedded Computer Systems: Architectures, Modeling, and Simulation, 2023, pp. 241 - 254 (atti di: SAMOS 2023: Embedded Computer Systems: Architectures, Modeling, and Simulation, Samos, Greece, 02 - 06 july 2023) [Contribution to conference proceedings]

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, Article number: 10225380 , pp. 7 - 17 [Scientific article]Open Access

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]Open Access

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]

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