Foto del docente

Luca Benini

Professore ordinario

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

Settore scientifico disciplinare: IINF-01/A Elettronica

Pubblicazioni

Cossettini A.; Brandalise D.; Palestri P.; Bertacchini A.; Ramponi M.; Widdershoven F.; Benini L.; Selmi L., Ultra-High Frequency (500 MHz) Capacitance Spectroscopy for Nanobiosensing, in: Proceedings of IEEE Sensors, Institute of Electrical and Electronics Engineers Inc., «PROCEEDINGS OF IEEE SENSORS ...», 2020, 2020-, pp. 1 - 4 (atti di: 2020 IEEE Sensors, SENSORS 2020, nld, 2020) [Contributo in Atti di convegno]

Brunelli D.; Polonelli T.; Benini L., Ultra-low energy pest detection for smart agriculture, in: Proceedings of IEEE Sensors, Institute of Electrical and Electronics Engineers Inc., «PROCEEDINGS OF IEEE SENSORS ...», 2020, 2020-, pp. 1 - 4 (atti di: 2020 IEEE Sensors, SENSORS 2020, Rotterdam, Netherlands, 2020) [Contributo in Atti di convegno]Open Access

Kartsch Victor; Artoni F.; Benatti S.; Micera S.; Benini L., Using Low-Power, Low-Cost IoT Processors in Clinical Biosignal Research: An In-depth Feasibility Check, in: Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS, Institute of Electrical and Electronics Engineers Inc., «IEEE ENGINEERING IN MEDICINE AND BIOLOGY ... ANNUAL CONFERENCE PROCEEDINGS», 2020, 2020, pp. 4008 - 4011 (atti di: 42nd Annual International Conferences of the IEEE Engineering in Medicine and Biology Society, EMBC 2020, Montreal, CANADA, JUL 20-24, 2020) [Contributo in Atti di convegno]Open Access

Garofalo, Angelo; Tagliavini, Giuseppe; Conti, Francesco; Rossi, Davide; Benini, Luca, XpulpNN: Accelerating Quantized Neural Networks on RISC-V Processors Through ISA Extensions, in: 2020 Design, Automation & Test in Europe Conference & Exhibition (DATE), Institute of Electrical and Electronics Engineers Inc. (IEEE), 2020, pp. 186 - 191 (atti di: Design, Automation and Test in Europe Conference and Exhibition, DATE 2020, Grenoble, France, 9-13 March 2020) [Contributo in Atti di convegno]Open Access

Diamantopoulos, Dionysios; Scheidegger, Florian; Mach, Stefan; Schuiki, Fabian; Haugou, Germain; Schaffner, Michael; Gurkaynak, Frank K.; Hagleitner, Christoph; Malossi, A. Cristiano I.; Benini, Luca, XwattPilot: A Full-stack Cloud System Enabling Agile Development of Transprecision Software for Low-power SoCs, in: 2020 IEEE Symposium in Low-Power and High-Speed Chips, IEEE, 2020, pp. 1 - 3 (atti di: 2020 IEEE Symposium in Low-Power and High-Speed Chips, Kokubunji, Japan, 15-17 April 2020) [Contributo in Atti di convegno]

Bellasi, David*; Crescentini, Marco; Cristaudo, Domenico; Romani, Aldo; Tartagni, Marco; Benini, Luca, A broadband multi-mode compressive sensing current sensor SoC in 0.16μm CMOS, «IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS. I, REGULAR PAPERS», 2019, 66, Article number: 8393456, pp. 105 - 118 [articolo]Open Access

Polonelli T.; Brunelli D.; Bartolini A.; Benini L., A LoRaWAN wireless sensor network for data center temperature monitoring, in: Lecture Notes in Electrical Engineering, Springer Verlag, «LECTURE NOTES IN ELECTRICAL ENGINEERING», 2019, 550, pp. 169 - 177 (atti di: International Conference on Applications in Electronics Pervading Industry, Environment and Society, APPLEPIES 2018, ita, 2018) [Contributo in Atti di convegno]

Salvaro, Mattia; Benatti, Simone; Kartsch, Victor; Guermandi, Marco; Benini, Luca, A Minimally Invasive Low-Power Platform for Real-Time Brain Computer Interaction based on Canonical Correlation Analysis, «IEEE INTERNET OF THINGS JOURNAL», 2019, 6, pp. 967 - 977 [articolo]Open Access

Polonelli T.; Brunelli D.; Girolami A.; Demmi G.N.; Benini L., A multi-protocol system for configurable data streaming on IoT healthcare devices, in: Proceedings - 2019 8th International Workshop on Advances in Sensors and Interfaces, IWASI 2019, Institute of Electrical and Electronics Engineers Inc., 2019, pp. 112 - 117 (atti di: 8th International Workshop on Advances in Sensors and Interfaces, IWASI 2019, ita, 2019) [Contributo in Atti di convegno]

Andrea Bartolini, Davide Rossi, Antonio Mastrandrea, Christian Conficoni, Simone Benatti, Andrea Tilli, Luca Benini, A PULP-based Parallel Power Controller for Future Exascale Systems, in: 2019 26th IEEE International Conference on Electronics, Circuits and Systems (ICECS), Piscataway, NJ, IEEE, 2019, pp. 771 - 774 (atti di: 26th IEEE International Conference on Electronics, Circuits and Systems (ICECS 2019), Genova, Italy, 27-29 November 2019) [Contributo in Atti di convegno]Open Access

Eggimann M.; Mach S.; Magno M.; Benini L., A RISC-V Based Open Hardware Platform for Always-On Wearable Smart Sensing, in: Proceedings - 2019 8th International Workshop on Advances in Sensors and Interfaces, IWASI 2019, Institute of Electrical and Electronics Engineers Inc., 2019, pp. 169 - 174 (atti di: 8th International Workshop on Advances in Sensors and Interfaces, IWASI 2019, ita, 2019) [Contributo in Atti di convegno]

Schuiki F.; Schaffner M.; Gurkaynak F.K.; Benini L., A Scalable Near-Memory Architecture for Training Deep Neural Networks on Large In-Memory Datasets, «IEEE TRANSACTIONS ON COMPUTERS», 2019, 68, Article number: 8502059, pp. 484 - 497 [articolo]Open Access

Borghesi A.; Bartolini A.; Lombardi M.; Milano M.; Benini L., A semisupervised autoencoder-based approach for anomaly detection in high performance computing systems, «ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE», 2019, 85, pp. 634 - 644 [articolo]Open Access

Mach S.; Schuiki F.; Zaruba F.; Benini L., A 0.80pJ/flop, 1.24Tflop/sW 8-to-64 bit Transprecision Floating-Point Unit for a 64 bit RISC-V Processor in 22nm FD-SOI, in: IEEE/IFIP International Conference on VLSI and System-on-Chip, VLSI-SoC, IEEE Computer Society, 2019, 2019-, pp. 95 - 98 (atti di: 27th IFIP/IEEE International Conference on Very Large Scale Integration, VLSI-SoC 2019, per, 2019) [Contributo in Atti di convegno]Open Access

Palossi, Daniele; Loquercio, Antonio; Conti, Francesco; Flamand, Eric; Scaramuzza, Davide; Benini, Luca, A 64mW DNN-based Visual Navigation Engine for Autonomous Nano-Drones, «IEEE INTERNET OF THINGS JOURNAL», 2019, 6, pp. 8357 - 8371 [articolo]

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