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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

Hao C.; Dotzel J.; Xiong J.; Benini L.; Zhang Z.; Chen D., Enabling Design Methodologies and Future Trends for Edge AI: Specialization and Codesign, «IEEE DESIGN & TEST», 2021, 38, Article number: 9391712, pp. 7 - 26 [articolo]

Ottavi G.; Karunaratne G.; Conti F.; Boybat I.; Benini L.; Rossi D., End-To-end 100-TOPS/W Inference with Analog In-Memory Computing: Are We There Yet?, in: 2021 IEEE 3rd International Conference on Artificial Intelligence Circuits and Systems, AICAS 2021, New York, Institute of Electrical and Electronics Engineers Inc., 2021, pp. 1 - 4 (atti di: 3rd IEEE International Conference on Artificial Intelligence Circuits and Systems, AICAS 2021, usa, 2021) [Contributo in Atti di convegno]

Karunaratne G.; Le Gallo M.; Hersche M.; Cherubini G.; Benini L.; Sebastian A.; Rahimi A., Energy Efficient In-Memory Hyperdimensional Encoding for Spatio-Temporal Signal Processing, «IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS. II, EXPRESS BRIEFS», 2021, 68, Article number: 9387248, pp. 1725 - 1729 [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», 2021, 32, pp. 633 - 648 [articolo]Open Access

Luciani G.; Crescentini M.; Romani A.; Chiani M.; Benini L.; Tartagni M., Energy-Efficient PRBS Impedance Spectroscopy on a Digital Versatile Platform, «IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT», 2021, 70, Article number: 6501912, pp. 1 - 12 [articolo]

Mayer P.; Magno M.; Benini L., Energy-Positive Activity Recognition - From Kinetic Energy Harvesting to Smart Self-Sustainable Wearable Devices, «IEEE TRANSACTIONS ON BIOMEDICAL CIRCUITS AND SYSTEMS», 2021, 15, pp. 926 - 937 [articolo]

Di Mauro A.; Scherer M.; Mas J.F.; Bougenot B.; Magno M.; Benini L., FlyDVS: An Event-Driven Wireless Ultra-Low Power Visual Sensor Node, 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. 1851 - 1854 (atti di: 2021 Design, Automation and Test in Europe Conference and Exhibition, DATE 2021, Grenoble, France, 2021) [Contributo in Atti di convegno]

Mach S.; Schuiki F.; Zaruba F.; Benini L., FPnew: An Open-Source Multiformat Floating-Point Unit Architecture for Energy-Proportional Transprecision Computing, «IEEE TRANSACTIONS ON VERY LARGE SCALE INTEGRATION (VLSI) SYSTEMS», 2021, 29, Article number: 9311229, pp. 774 - 787 [articolo]

Miiller H.; Palossi D.; Mach S.; Conti F.; Benini L., Fünfiiber-Drone: A Modular Open-Platform 18-grams Autonomous Nano-Drone, 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. 1610 - 1615 (atti di: 2021 Design, Automation and Test in Europe Conference and Exhibition, DATE 2021, Grenoble, France, 2021) [Contributo in Atti di convegno]

Lim S.; Liu Y.P.; Benini L.; Karnik T.; Chang H.-C., F1: Striking the Balance between Energy Efficiency Flexibility: General-Purpose vs Special-Purpose ML Processors, 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. 513 - 516 (atti di: 2021 IEEE International Solid-State Circuits Conference, ISSCC 2021, usa, 2021) [Contributo in Atti di convegno]

Benini L.; Benatti S.; Jang T.; Rahimi A., Guest Editorial: IEEE TC Special Issue on Smart Edge Computing and IoT, «IEEE TRANSACTIONS ON COMPUTERS», 2021, 70, Article number: 9478311, pp. 1146 - 1147 [articolo]

Benini L.; Chen D.; Xiong J.; Zhang Z., Guest Editors' Introduction: Machine Intelligence at the Edge, «IEEE DESIGN & TEST», 2021, 38, Article number: 9499316, pp. 5 - 6 [articolo]

Bruschi, Nazareno; Haugou, Germain; Tagliavini, Giuseppe; Conti, Francesco; Benini, Luca; Rossi, Davide, GVSoC: A Highly Configurable, Fast and Accurate Full-Platform Simulator for RISC-V based IoT Processors, in: 2021 IEEE 39th International Conference on Computer Design (ICCD), New York, IEEE, 2021, pp. 409 - 416 (atti di: IEEE International Conference on Computer Design (ICCD), Storrs, CT, USA, 24-27 Oct. 2021) [Contributo in Atti di convegno]Open Access

Valente L.; Rossi D.; Benini L., Hardware-In-The Loop Emulation for Agile Co-Design of Parallel Ultra-Low Power IoT Processors, in: IEEE/IFIP International Conference on VLSI and System-on-Chip, VLSI-SoC, IEEE Computer Society, 2021, 2021-, pp. 1 - 6 (atti di: 29th IFIP/IEEE International Conference on Very Large Scale Integration, VLSI-SoC 2021, sgp, 2021) [Contributo in Atti di convegno]

Forsberg B.; Benini L.; Marongiu A., HePREM: A Predictable Execution Model for GPU-based Heterogeneous SoCs, «IEEE TRANSACTIONS ON COMPUTERS», 2021, 70, Article number: 9035630, pp. 17 - 29 [articolo]

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