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

Garofalo, Angelo; Tagliavini, Giuseppe; Conti, Francesco; Rossi, Davide; Benini, Luca, XpulpNN: Accelerating Quantized Neural Networks on RISC-V Processors Through ISA Extensions, in: Proceedings of the 2020 Design, Automation and Test in Europe Conference and Exhibition (DATE), Institute of Electrical and Electronics Engineers Inc. (IEEE), 2020, pp. 186 - 191 (atti di: 23rd Design, Automation and Test in Europe Conference and Exhibition, DATE 2020, Grenoble, France, 9-13 March 2020) [Contributo in Atti di convegno]

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, 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, 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]

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]

Das, Satyajit; Martin, Kevin J. M.; Rossi, Davide; Coussy, Philippe; Benini, Luca, An Energy-Efficient Integrated Programmable Array Accelerator and Compilation flow for Near-Sensor Ultralow Power Processing, «IEEE TRANSACTIONS ON COMPUTER-AIDED DESIGN OF INTEGRATED CIRCUITS AND SYSTEMS», 2019, 38, pp. 1095 - 1108 [articolo]Open Access

Kartsch V.; Guermandi M.; Benatti S.; Montagna F.; Benini L., An Energy-Efficient IoT node for HMI applications based on an ultra-low power Multicore Processor, in: 2019 IEEE Sensors Applications Symposium (SAS 2019) Proceedings, Institute of Electrical and Electronics Engineers Inc., 2019, pp. 1 - 6 (atti di: 14th IEEE Sensors Applications Symposium, SAS 2019, Sophia Antipolis, France, March 11-13, 2019) [Contributo in Atti di convegno]Open Access

Davide Brunelli, Tullio Salmon Cinotti, Hugo Woehrl, Cristiano Aguzzi, Federico Montori, Luca Benini, An interoperable tool-chain for energy monitoring applications, in: 2019 AEIT International Annual Conference (AEIT), 2019, pp. 1 - 6 (atti di: 2019 AEIT International Annual Conference (AEIT), Firenze (Italy), 18-20 September 2019) [Contributo in Atti di convegno]Open Access