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Luca Benini

Professore ordinario

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

Settore scientifico disciplinare: ING-INF/01 ELETTRONICA

Pubblicazioni

Magno M.; Vultier F.; Szebedy B.; Yamahachi H.; Hahnloser R.H.R.; Benini L., A Bluetooth-Low-Energy Sensor Node for Acoustic Monitoring of Small Birds, «IEEE SENSORS JOURNAL», 2020, 20, pp. 425 - 433 [articolo]

Ottavi G.; Garofalo A.; Tagliavini G.; Conti F.; Benini L.; Rossi D., A mixed-precision RISC-V processor for extreme-edge DNN inference, in: Proceedings of IEEE Computer Society Annual Symposium on VLSI, ISVLSI, IEEE Computer Society, «PROCEEDINGS IEEE COMPUTER SOCIETY ANNUAL SYMPOSIUM ON VLSI», 2020, 2020-, pp. 512 - 517 (atti di: 19th IEEE Computer Society Annual Symposium on VLSI, ISVLSI 2020, cyp, 2020) [Contributo in Atti di convegno]

Burrello, Alessio; Benatti, Simone; Schindler, Kaspar Anton; Benini, Luca; Rahimi, Abbas, An Ensemble of Hyperdimensional Classifiers: Hardware-Friendly Short-Latency Seizure Detection with Automatic iEEG Electrode Selection, «IEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS», 2020, PP, pp. 1 - 1 [articolo]

Samore A.; Rusci M.; Lazzaro D.; Melpignano P.; Benini L.; Morigi S., BrightNet: A Deep CNN for OLED-Based Point of Care Immunofluorescent Diagnostic Systems, «IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT», 2020, 69, pp. 6766 - 6775 [articolo]

Capotondi A.; Rusci M.; Fariselli M.; Benini L., CMix-NN: Mixed Low-Precision CNN Library for Memory-Constrained Edge Devices, «IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS. II, EXPRESS BRIEFS», 2020, 67, pp. 871 - 875 [articolo]Open Access

Borghesi, Andrea; Tagliavini, Giuseppe; Lombardi, Michele; Benini, Luca; Milano, Michela, Combining learning and optimization for transprecision computing, in: Proceedings of the 17th ACM International Conference on Computing Frontiers, 2020, pp. 10 - 18 (atti di: 17th ACM International Conference on Computing Frontiers, Catania, Italy, 1-10 June 2020) [Contributo in Atti di convegno]Open Access

Cesarini, Daniele; Bartolini, Andrea; Borghesi, Andrea; Cavazzoni, Carlo; Luisier, Mathieu; Benini, Luca, Countdown Slack: A Run-Time Library to Reduce Energy Footprint in Large-Scale MPI Applications, «IEEE TRANSACTIONS ON PARALLEL AND DISTRIBUTED SYSTEMS», 2020, 31, pp. 2696 - 2709 [articolo]

Burrello, Alessio; Marchioni, Alex; Brunelli, Davide; Benatti, Simone; Mangia, Mauro; Benini, Luca, Embedded Streaming Principal Components Analysis for Network Load Reduction in Structural Health Monitoring, «IEEE INTERNET OF THINGS JOURNAL», 2020, PP, pp. 1 - 1 [articolo]

Florian Glaser; Giuseppe Tagliavini; Davide Rossi; Germain Haugoug; Qiuting Huang; Luca Benini, Energy-Efficient Hardware-Accelerated Synchronization for Shared-L1-Memory Multiprocessor Clusters, «IEEE TRANSACTIONS ON PARALLEL AND DISTRIBUTED SYSTEMS», 2020, 32, pp. 633 - 648 [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

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 Ultra-Low Power Heterogeneous Platforms, «IEEE TRANSACTIONS ON COMPUTER-AIDED DESIGN OF INTEGRATED CIRCUITS AND SYSTEMS», 2020, PP, pp. 1 - 1 [articolo]

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 [articolo]

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 [articolo]Open Access

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 [articolo]Open Access

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