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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

Risso M.; Burrello A.; Pagliari D.J.; Conti F.; Lamberti L.; MacIi E.; Benini L.; Poncino M., Pruning in Time (PIT): A Lightweight Network Architecture Optimizer for Temporal Convolutional Networks, in: Proceedings - Design Automation Conference, Institute of Electrical and Electronics Engineers Inc., 2021, 2021-, pp. 1015 - 1020 (atti di: 58th ACM/IEEE Design Automation Conference, DAC 2021, usa, 2021) [Contributo in Atti di convegno]

Paolini G.; Guermandi M.; Masotti D.; Al Shanawani M.; Benassi F.; Benini L.; Costanzo A., RF-powered low-energy sensor nodes for predictive maintenance in electromagnetically harsh industrial environments, «SENSORS», 2021, 21, Article number: 386, pp. 1 - 18 [articolo]

Balas R.; Benini L., RISC-V for Real-time MCUs - Software Optimization and Microarchitectural Gap Analysis, in: Proceedings -Design, Automation and Test in Europe, DATE, Institute of Electrical and Electronics Engineers Inc., «PROCEEDINGS - DESIGN, AUTOMATION, AND TEST IN EUROPE CONFERENCE AND EXHIBITION», 2021, 2021-, pp. 874 - 877 (atti di: 2021 Design, Automation and Test in Europe Conference and Exhibition, DATE 2021, Grenoble, France, 2021) [Contributo in Atti di convegno]

Paulin G.; Andri R.; Conti F.; Benini L., RNN-Based Radio Resource Management on Multicore RISC-V Accelerator Architectures, «IEEE TRANSACTIONS ON VERY LARGE SCALE INTEGRATION (VLSI) SYSTEMS», 2021, 29, pp. 1624 - 1637 [articolo]

Matteo Perotti; Giuseppe Tagliavini; Stefan Mach; Luca Bertaccini; Luca Benini, RVfplib: A Fast and Compact Open-Source Floating-Point Emulation Library for Tiny RISC-V Processors, in: ETH Bibliography, SAMOS XXI - International Conference on Embedded Computer Systems: Architectures, Modeling and Simulation, 2021, pp. . - . (atti di: SAMOS XXI - International Conference on Embedded Computer Systems: Architectures, Modeling and Simulation, Samos Island, Greece, 5-7 july 2021) [Contributo in Atti di convegno]

Risso M.; Burrello A.; Pagliari D.J.; Benatti S.; Macii E.; Benini L.; Poncino M., Robust and energy-efficient PPG-based heart-rate monitoring, in: Proceedings - IEEE International Symposium on Circuits and Systems, 345 E 47TH ST, NEW YORK, NY 10017 USA, Institute of Electrical and Electronics Engineers Inc., 2021, 2021-, pp. 1 - 5 (atti di: 53rd IEEE International Symposium on Circuits and Systems, ISCAS 2021, CONFlux and Hotel Inter-Burgo Daegu, kor, 2021) [Contributo in Atti di convegno]

de Prado M.; Rusci M.; Donze R.; Capotondi A.; Monnerat S.; Benini L.; Pazos N., Robustifying the deployment of tinyML models for autonomous mini-vehicles, in: Proceedings - IEEE International Symposium on Circuits and Systems, 345 E 47TH ST, NEW YORK, NY 10017 USA, Institute of Electrical and Electronics Engineers Inc., 2021, 2021-, pp. 1 - 5 (atti di: 53rd IEEE International Symposium on Circuits and Systems, ISCAS 2021, CONFlux and Hotel Inter-Burgo Daegu, kor, 2021) [Contributo in Atti di convegno]

Klinefelter A.; Liu H.; Benini L.; Thonnart Y.; Bowman K.; Wilcox K.; Bol D.; Loke A.; Shacham O., SE2: Going Remote: Challenges and Opportunities to Remote Learning, Work, and Collaboration, in: Digest of Technical Papers - IEEE International Solid-State Circuits Conference, Institute of Electrical and Electronics Engineers Inc., «DIGEST OF TECHNICAL PAPERS - IEEE INTERNATIONAL SOLID-STATE CIRCUITS CONFERENCE», 2021, 64, pp. 539 - 540 (atti di: 2021 IEEE International Solid-State Circuits Conference, ISSCC 2021, usa, 2021) [Contributo in Atti di convegno]

Zanghieri M.; Benatti S.; Burrello A.; Kartsch Morinigo V.J.; Meattini R.; Palli G.; Melchiorri C.; Benini L., SEMG-based Regression of Hand Kinematics with Temporal Convolutional Networks on a Low-Power Edge Microcontroller, in: 2021 IEEE International Conference on Omni-Layer Intelligent Systems, COINS 2021, Institute of Electrical and Electronics Engineers Inc., 2021, pp. 1 - 6 (atti di: 2021 IEEE International Conference on Omni-Layer Intelligent Systems, COINS 2021, esp, 2021) [Contributo in Atti di convegno]

Lim S.; Benini L.; Sze V., Session 9 Overview: ML Processors from Cloud to Edge Machine Learning Subcommittee, in: Digest of Technical Papers - IEEE International Solid-State Circuits Conference, Institute of Electrical and Electronics Engineers Inc., «DIGEST OF TECHNICAL PAPERS - IEEE INTERNATIONAL SOLID-STATE CIRCUITS CONFERENCE», 2021, 64, pp. 142 - 143 (atti di: 2021 IEEE International Solid-State Circuits Conference, ISSCC 2021, usa, 2021) [Contributo in Atti di convegno]

Wang X.; Geiger F.; Niculescu V.; Magno M.; Benini L., SmartHand: Towards embedded smart hands for prosthetic and robotic applications, in: 2021 IEEE Sensors Applications Symposium, SAS 2021 - Proceedings, Institute of Electrical and Electronics Engineers Inc., 2021, pp. 1 - 6 (atti di: 2021 IEEE Sensors Applications Symposium, SAS 2021, swe, 2021) [Contributo in Atti di convegno]

Zaruba F.; Schuiki F.; Hoefler T.; Benini L., Snitch: A Tiny Pseudo Dual-Issue Processor for Area and Energy Efficient Execution of Floating-Point Intensive Workloads, «IEEE TRANSACTIONS ON COMPUTERS», 2021, 70, pp. 1845 - 1860 [articolo]

Schuiki F.; Zaruba F.; Hoefler T.; Benini L., Stream Semantic Registers: A Lightweight RISC-V ISA Extension Achieving Full Compute Utilization in Single-Issue Cores, «IEEE TRANSACTIONS ON COMPUTERS», 2021, 70, Article number: 9068465, pp. 212 - 227 [articolo]

Montagna, Fabio; Tagliavini, Giuseppe; Rossi, Davide; Garofalo, Angelo; Benini, Luca, Streamlining the OpenMP Programming Model on Ultra-Low-Power Multi-core MCUs, in: Architecture of Computing Systems, Cham, Springer, «LECTURE NOTES IN COMPUTER SCIENCE», 2021, 12800, pp. 167 - 182 (atti di: 34th International Conference on Architecture of Computing Systems, Online, 7-8 Giugno 2021) [Contributo in Atti di convegno]Open Access

Di Nuzzo F.; Brunelli D.; Polonelli T.; Benini L., Structural Health Monitoring System with Narrowband IoT and MEMS Sensors, «IEEE SENSORS JOURNAL», 2021, 21, Article number: 9410570, pp. 16371 - 16380 [articolo]

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