Foto del docente

Luca Benini

Professore ordinario

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

Settore scientifico disciplinare: ING-INF/01 ELETTRONICA

Pubblicazioni

Wang X.; Magno M.; Cavigelli L.; Benini L., FANN-on-MCU: An Open-Source Toolkit for Energy-Efficient Neural Network Inference at the Edge of the Internet of Things, «IEEE INTERNET OF THINGS JOURNAL», 2020, 7, pp. 4403 - 4417 [articolo]

Tagliavini, Giuseppe; Marongiu, Andrea; Benini, Luca, FlexFloat: A Software Library for Transprecision Computing, «IEEE TRANSACTIONS ON COMPUTER-AIDED DESIGN OF INTEGRATED CIRCUITS AND SYSTEMS», 2020, 39, pp. 145 - 156 [articolo]Open Access

Wang X.; Cavigelli L.; Eggimann M.; Magno M.; Benini L., HR-SAR-Net: A Deep Neural Network for Urban Scene Segmentation from High-Resolution SAR Data, in: 2020 IEEE Sensors Applications Symposium, SAS 2020 - Proceedings, Institute of Electrical and Electronics Engineers Inc., 2020, pp. 1 - 6 (atti di: 15th IEEE Sensors Applications Symposium, SAS 2020, mys, 2020) [Contributo in Atti di convegno]

Leitner C.; Vostrikov S.; Tilp M.; Hager P.A.; Cossettini A.; Benini L.; Baumgartner C., Human fascicle strain behavior during twitch using ultrafast ultrasound, in: IEEE International Ultrasonics Symposium, IUS, IEEE Computer Society, «IEEE INTERNATIONAL ULTRASONICS SYMPOSIUM», 2020, 2020-, pp. 1 - 4 (atti di: 2020 IEEE International Ultrasonics Symposium, IUS 2020, usa, 2020) [Contributo in Atti di convegno]

Burrello A.; Schindler K.; Benini L.; Rahimi A., Hyperdimensional Computing with Local Binary Patterns: One-Shot Learning of Seizure Onset and Identification of Ictogenic Brain Regions Using Short-Time iEEG Recordings, «IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING», 2020, 67, pp. 601 - 613 [articolo]

Mauro A.D.; Fatemi H.; de Gyvez J.P.; Benini L., Idleness-aware dynamic power mode selection on the i.Mx 7ULP iot edge processor, «JOURNAL OF LOW POWER ELECTRONICS AND APPLICATIONS», 2020, 10, pp. 1 - 8 [articolo]

Magno M.; Wang X.; Eggimann M.; Cavigelli L.; Benini L., InfiniWolf: Energy Efficient Smart Bracelet for Edge Computing with Dual Source Energy Harvesting, in: Proceedings of the 2020 Design, Automation and Test in Europe Conference and Exhibition, DATE 2020, Institute of Electrical and Electronics Engineers Inc., 2020, pp. 342 - 345 (atti di: 2020 Design, Automation and Test in Europe Conference and Exhibition, DATE 2020, AlpExpo Congress Centre, fra, 2020) [Contributo in Atti di convegno]

Hersche M.; Rella E.M.; Di Mauro A.; Benini L.; Rahimi A., Integrating event-based dynamic vision sensors with sparse hyperdimensional computing: A low-power accelerator with online learning capability, in: ACM International Conference Proceeding Series, Association for Computing Machinery, 2020, pp. 169 - 174 (atti di: 2020 ACM/IEEE International Symposium on Low Power Electronics and Design, ISLPED 2020, usa, 2020) [Contributo in Atti di convegno]

Di Mauro, Alfio; Zaruba, Florian; Schuiki, Fabian; Mach, Stefan; Benini, Luca, Live Demonstration: Exploiting Body-Biasing for Static Corner Trimming and Maximum Energy Efficiency Operation in 22nm FDX Technology, in: 2020 IEEE International Symposium on Circuits and Systems (ISCAS), 2020, pp. 1 - 1 (atti di: 2020 IEEE International Symposium on Circuits and Systems (ISCAS), Siviglia, 10-21 ottobre 2020) [Contributo in Atti di convegno]

Schuiki F.; Kurth A.; Grosser T.; Benini L., LLHD: A multi-level intermediate representation for hardware description languages, in: Proceedings of the ACM SIGPLAN Conference on Programming Language Design and Implementation (PLDI), Association for Computing Machinery, 2020, pp. 258 - 271 (atti di: 41st ACM SIGPLAN Conference on Programming Language Design and Implementation, PLDI 2020, gbr, 2020) [Contributo in Atti di convegno]

Ravaglia L.; Rusci M.; Capotondi A.; Conti F.; Pellegrini L.; Lomonaco V.; Maltoni D.; Benini L., Memory-Latency-Accuracy Trade-Offs for Continual Learning on a RISC-V Extreme-Edge Node, in: IEEE Workshop on Signal Processing Systems, SiPS: Design and Implementation, Institute of Electrical and Electronics Engineers Inc., 2020, 2020-, pp. 1 - 6 (atti di: 34th IEEE Workshop on Signal Processing Systems, SiPS 2020, prt, 2020) [Contributo in Atti di convegno]

Kurth A.; Wolters K.; Forsberg B.; Capotondi A.; Marongiu A.; Grosser T.; Benini L., Mixed-data-model heterogeneous compilation and OpenMP offloading, in: CC 2020 - Proceedings of the 29th International Conference on Compiler Construction, Association for Computing Machinery, Inc, 2020, pp. 119 - 131 (atti di: 29th ACM SIGPLAN International Conference on Compiler Construction, CC 2020, usa, 2020) [Contributo in Atti di convegno]Open Access

De Giovanni, Elisabetta; Montagna, Fabio; Denkinger, Benoit W.; Machetti, Simone; Peon-Quiros, Miguel; Benatti, Simone; Rossi, Davide; Benini, Luca; Atienza, David, Modular Design and Optimization of Biomedical Applications for UltraLow Power Heterogeneous Platforms, «IEEE TRANSACTIONS ON COMPUTER-AIDED DESIGN OF INTEGRATED CIRCUITS AND SYSTEMS», 2020, 39, pp. 3821 - 3832 [articolo]Open Access

Ballerini M.; Polonelli T.; Brunelli D.; Magno M.; Benini L., NB-IoT Versus LoRaWAN: An Experimental Evaluation for Industrial Applications, «IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS», 2020, 16, pp. 7802 - 7811 [articolo]

Schiavone P.D.; Rossi D.; Liu Y.; Benatti S.; Luan S.; Williams I.; Benini L.; Constandinou T., Neuro-PULP: A Paradigm Shift Towards Fully Programmable Platforms for Neural Interfaces, in: Proceedings - 2020 IEEE International Conference on Artificial Intelligence Circuits and Systems, AICAS 2020, Institute of Electrical and Electronics Engineers Inc., 2020, pp. 50 - 54 (atti di: 2020 IEEE International Conference on Artificial Intelligence Circuits and Systems, AICAS 2020, ita, 2020) [Contributo in Atti di convegno]

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