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Luca Benini

Professore ordinario

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

Settore scientifico disciplinare: IINF-01/A Elettronica

Pubblicazioni

Silvano C.; Agosta G.; Barbosa J.; Bartolini A.; Beccari A.R.; Benini L.; Bispo J.; Cardoso J.M.P.; Cavazzoni C.; Cherubin S.; Cmar R.; Gadioli D.; Manelfi C.; Martinovic J.; Nobre R.; Palermo G.; Palkovic M.; Pinto P.; Rohou E.; Sanna N.; Slaninova K., The ANTAREX tool flow for monitoring and autotuning energy efficient HPC systems, in: Proceedings - 2017 17th International Conference on Embedded Computer Systems: Architectures, Modeling, and Simulation, SAMOS 2017, Institute of Electrical and Electronics Engineers Inc., 2018, 2018-, pp. 308 - 316 (atti di: 17th International Conference on Embedded Computer Systems: Architectures, Modeling, and Simulation, SAMOS 2017, grc, 2017) [Contributo in Atti di convegno]

Loi, Igor; Capotondi, Alessandro; Rossi, Davide; Marongiu, Andrea; Benini, Luca, The Quest for Energy-Efficient I$ Design in Ultra-Low-Power Clustered Many-Cores, «IEEE TRANSACTIONS ON MULTI-SCALE COMPUTING SYSTEMS», 2018, 4, pp. 99 - 112 [articolo]Open Access

Gomez, Andres and Conti, Francesco and Benini, Luca, Thermal Image-based CNN's for Ultra-low Power People Recognition, in: Proceedings of the 15th ACM International Conference on Computing Frontiers, ACM, 2018, pp. 326 - 331 (atti di: Low-Power Embedded Systems Workshop (LP-EMS) colocated with Computing Frontiers 2018, Ischia, Italy, May 2018) [Contributo in Atti di convegno]

Anagnostou, P.*; Gomez, A.; Hager, P.A.; Fatemi, H.; De Gyvez, J. Pineda; Thiele, L.; Benini, L., Torpor: A Power-Aware HW Scheduler for Energy Harvesting IoT SoCs, in: 2018 IEEE 28th International Symposium on Power and Timing Modeling, Optimization and Simulation, PATMOS 2018, Institute of Electrical and Electronics Engineers Inc., 2018, pp. 54 - 61 (atti di: 28th IEEE International Symposium on Power and Timing Modeling, Optimization and Simulation, PATMOS 2018, esp, 2018) [Contributo in Atti di convegno]

Schaffner, Michael; Scheidegger, Florian; Cavigelli, Lukas; Kaeslin, Hubert; Benini, Luca; Smolic, Aljosa, Towards Edge-Aware Spatio-Temporal Filtering in Real-Time, «IEEE TRANSACTIONS ON IMAGE PROCESSING», 2018, 27, Article number: 8055438, pp. 265 - 280 [articolo]

Rusci, Manuele; Capotondi, Alessandro; Conti, Francesco; Benini, Luca, Work-in-Progress: Quantized NNs as the Definitive solution for inference on low-power ARM MCUs?, in: 2018 International Conference on Hardware/Software Codesign and System Synthesis (CODES+ISSS), Institute of Electrical and Electronics Engineers Inc., 2018, pp. 1 - 2 (atti di: 2018 ACM/IEEE International Conference on Hardware/Software Codesign and System Synthesis CODES+ISSS 2018, Torino Incontra Congress Center, Torino, Italia, September 30 – October 5, 2018) [Contributo in Atti di convegno]Open Access

Conti, Francesco; Schiavone, Pasquale Davide; Benini, Luca, XNOR Neural Engine: A Hardware Accelerator IP for 21.6-fJ/op Binary Neural Network Inference, «IEEE TRANSACTIONS ON COMPUTER-AIDED DESIGN OF INTEGRATED CIRCUITS AND SYSTEMS», 2018, 37, Article number: 8412533, pp. 2940 - 2951 [articolo]

Bahou, Andrawes Al; Karunaratne, Geethan; Andri, Renzo; Cavigelli, Lukas; Benini, Luca, XNORBIN: A 95 TOp/s/W hardware accelerator for binary convolutional neural networks, in: 21st IEEE Symposium on Low-Power and High-Speed Chips and Systems, COOL Chips 2018 - Proceedings, Institute of Electrical and Electronics Engineers Inc., 2018, pp. 1 - 3 (atti di: 21st IEEE Symposium on Low-Power and High-Speed Chips and Systems, COOL Chips 2018, Yokohama Joho Bunka Center, jpn, 2018) [Contributo in Atti di convegno]

Andri, Renzo; Cavigelli, Lukas; Rossi, Davide; Benini, Luca, YodaNN: An Architecture for Ultralow Power Binary-Weight CNN Acceleration, «IEEE TRANSACTIONS ON COMPUTER-AIDED DESIGN OF INTEGRATED CIRCUITS AND SYSTEMS», 2018, 37, pp. 48 - 60 [articolo]Open Access

Marco Eppenberger; Arne Josten; Juerg Leuthold; Benedikt Bäuerle; Luca Alloatti; Luca Benini; David Moor, 16 Gb/s Microring-to-Microring Photonic Link in 45 nm Monolithic Zero-Change CMOS, in: Advanced Photonics 2018 (BGPP, IPR, NP, NOMA, Sensors, Networks, SPPCom, SOF), Integrated Photonics Research, Silicon and Nanophotonics 2018, 2018, pp. 1 - 3 (atti di: Integrated Photonics Research, Silicon and Nanophotonics 2018, Zurich, Switzerland, July 2-5, 2018) [Contributo in Atti di convegno]

Aoudia, Fayçal Ait; Gautier, Matthieu; Magno, Michele; Berder, Olivier; Benini, Luca, A generic framework for modeling MAC protocols in wireless sensor networks, «IEEE-ACM TRANSACTIONS ON NETWORKING», 2017, 25, Article number: 7776892, pp. 1489 - 1500 [articolo]

Payami, Maryam*; Azarkhish, Erfan; Loi, Igor; Benini, Luca, A Hybrid Instruction Prefetching Mechanism for Ultra Low-Power Multicore Clusters, «IEEE EMBEDDED SYSTEMS LETTERS», 2017, 9, Article number: 7933223, pp. 125 - 128 [articolo]Open Access

Montagna, Fabio; Buiatti, Marco; Benatti, Simone; Rossi, Davide; Farella, Elisabetta; Benini, Luca, A machine learning approach for automated wide-range frequency tagging analysis in embedded neuromonitoring systems, «METHODS», 2017, 129, pp. 96 - 107 [articolo]Open Access

Schönle, P.; Rovere, G.; Glaser, F.; Bösser, J.; Brun, N.; Han, X.; Burger, T.; Fateh, S.; Wang, Q.; Benini, L.; Huang, Q., A multi-sensor and parallel processing SoC for wearable and implantable telemetry systems, in: Schönle, P., ESSCIRC 2017 - 43rd IEEE European Solid State Circuits Conference, Institute of Electrical and Electronics Engineers Inc., 2017, pp. 215 - 218 (atti di: 43rd IEEE European Solid State Circuits Conference, ESSCIRC 2017, bel, 2017) [Contributo in Atti di convegno]

Benatti, Simone; Milosevic, Bojan; Farella, Elisabetta; Gruppioni, Emanuele; Benini, Luca, A prosthetic hand body area controller based on efficient pattern recognition control strategies, «SENSORS», 2017, 17, Article number: 869, pp. 1 - 17 [articolo]Open Access

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