Foto del docente

Luca Benini

Full Professor

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

Academic discipline: ING-INF/01 Electronic Engineering

Publications

Carreras M.; Deriu G.; Raffo L.; Benini L.; Meloni P., Optimizing Temporal Convolutional Network Inference on FPGA-Based Accelerators, «IEEE JOURNAL OF EMERGING AND SELECTED TOPICS IN CIRCUITS AND SYSTEMS», 2020, 10, pp. 348 - 361 [Scientific article]

Libri A.; Bartolini A.; Benini L., PAElla: Edge AI-Based Real-Time Malware Detection in Data Centers, «IEEE INTERNET OF THINGS JOURNAL», 2020, 7, pp. 9589 - 9599 [Scientific article]Open Access

Di Mauro A.; Rossi D.; Pullini A.; Flatresse P.; Benini L., Performance-aware predictive-model-based on-chip body-bias regulation strategy for an ULP multi-core cluster in 28 nm UTBB FD-SOI, «INTEGRATION», 2020, 72, pp. 194 - 207 [Scientific article]

Garofalo A.; Rusci M.; Conti F.; Rossi D.; Benini L., PULP-NN: Accelerating Quantized Neural Networks on Parallel Ultra-Low-Power RISC-V Processors, «PHILOSOPHICAL TRANSACTIONS OF THE ROYAL SOCIETY OF LONDON SERIES A: MATHEMATICAL PHYSICAL AND ENGINEERING SCIENCES», 2020, 378, pp. 1 - 22 [Scientific article]Open Access

Pittino F.; Diversi R.; Benini L.; Bartolini A., Robust identification of thermal models for in-production High-Performance-Computing clusters with machine learning-based data selection, «IEEE TRANSACTIONS ON COMPUTER-AIDED DESIGN OF INTEGRATED CIRCUITS AND SYSTEMS», 2020, 39, pp. 2042 - 2054 [Scientific article]

Zanghieri, Marcello; Benatti, Simone; Burrello, Alessio; Kartsch, Victor; Conti, Francesco; Benini, Luca, Robust Real-Time Embedded EMG Recognition Framework Using Temporal Convolutional Networks on a Multicore IoT Processor, «IEEE TRANSACTIONS ON BIOMEDICAL CIRCUITS AND SYSTEMS», 2020, 14, pp. 244 - 256 [Scientific article]Open Access

Mayer P.; Magno M.; Berger A.; Benini L., RTK-LoRa: High-Precision, Long-Range and Energy-Efficient Localization for Mobile IoT devices, in: 2020 IEEE Sensors Applications Symposium, SAS 2020 - Proceedings, Institute of Electrical and Electronics Engineers Inc., 2020, pp. 1 - 5 (atti di: 15th IEEE Sensors Applications Symposium, SAS 2020, mys, 2020) [Contribution to conference proceedings]

Zanghieri M.; Benatti S.; Conti F.; Burrello A.; Benini L., Temporal Variability Analysis in sEMG Hand Grasp Recognition using Temporal Convolutional Networks, in: Proceedings - 2020 IEEE International Conference on Artificial Intelligence Circuits and Systems, AICAS 2020, Institute of Electrical and Electronics Engineers Inc., 2020, pp. 228 - 232 (atti di: 2020 IEEE International Conference on Artificial Intelligence Circuits and Systems, AICAS 2020, ita, 2020) [Contribution to conference proceedings]

Quinones E.; Royuela S.; Scordino C.; Gai P.; Pinho L.M.; Nogueira L.; Rollo J.; Cucinotta T.; Biondi A.; Hamann A.; Ziegenbein D.; Saoud H.; Soulat R.; Forsberg B.; Benini L.; Mando G.; Rucher L., The ampere project: A model-driven development framework for highly parallel and energy-efficient computation supporting multi-criteria optimization, in: Proceedings - 2020 IEEE 23rd International Symposium on Real-Time Distributed Computing, ISORC 2020, Institute of Electrical and Electronics Engineers Inc., 2020, pp. 201 - 206 (atti di: 23rd IEEE International Symposium on Real-Time Distributed Computing, ISORC 2020, usa, 2020) [Contribution to conference proceedings]

Diversi R.; Bartolini A.; Benini L., Thermal Model Identification of Computing Nodes in High-Performance Computing Systems, «IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS», 2020, 67, pp. 7778 - 7788 [Scientific article]

Ozsoy C.; Cossettini A.; Hager P.; Vostrikov S.; Luis Dean-Ben X.; Benini L.; Razansky D., Towards a compact, high-speed optical linkbased 3D optoacoustic imager, in: Proceedings of IEEE Sensors, Institute of Electrical and Electronics Engineers Inc., 2020, 2020-, pp. 1 - 4 (atti di: 2020 IEEE Sensors, SENSORS 2020, nld, 2020) [Contribution to conference proceedings]

Prasad, Rohit; Das, Satyajit; Martin, Kevin J. M.; Tagliavini, Giuseppe; Coussy, Philippe; Benini, Luca; Rossi, Davide, TRANSPIRE: An energy-efficient TRANSprecision floating-point Programmable archItectuRE, 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. 1067 - 1072 (atti di: 23rd Design, Automation and Test in Europe Conference and Exhibition, DATE 2020, Grenoble, France, 9-13 March 2020) [Contribution to conference proceedings]

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., 2020, 2020-, pp. 1 - 4 (atti di: 2020 IEEE Sensors, SENSORS 2020, nld, 2020) [Contribution to conference proceedings]

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., 2020, 2020-, pp. 1 - 4 (atti di: 2020 IEEE Sensors, SENSORS 2020, nld, 2020) [Contribution to conference proceedings]

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., 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) [Contribution to conference proceedings]Open Access

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