Foto del docente

Luca Benini

Professore ordinario

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

Settore scientifico disciplinare: ING-INF/01 ELETTRONICA

Pubblicazioni

Garofalo A.; Tagliavini G.; Conti F.; Benini L.; Rossi D., XpulpNN: Enabling Energy Efficient and Flexible Inference of Quantized Neural Networks on RISC-V Based IoT End Nodes, «IEEE TRANSACTIONS ON EMERGING TOPICS IN COMPUTING», 2021, 9, pp. 1489 - 1505 [articolo]Open Access

Rossi D.; Conti F.; Eggiman M.; Mach S.; Mauro A.D.; Guermandi M.; Tagliavini G.; Pullini A.; Loi I.; Chen J.; Flamand E.; Benini L., 4.4 A 1.3TOPS/W @ 32GOPS Fully Integrated 10-Core SoC for IoT End-Nodes with 1.7μW Cognitive Wake-Up from MRAM-Based State-Retentive Sleep Mode, in: Digest of Technical Papers - IEEE International Solid-State Circuits Conference, Piscataway, NJ, Institute of Electrical and Electronics Engineers Inc., «DIGEST OF TECHNICAL PAPERS - IEEE INTERNATIONAL SOLID-STATE CIRCUITS CONFERENCE», 2021, 64, pp. 60 - 62 (atti di: 2021 IEEE International Solid-State Circuits Conference, ISSCC 2021, usa, 2021) [Contributo in Atti di convegno]Open Access

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, Article number: 8832176, pp. 425 - 433 [articolo]

Tabanelli E.; Brunelli D.; Benini L., A Feature Reduction Strategy for Enabling Lightweight Non-Intrusive Load Monitoring on Edge Devices, in: IEEE International Symposium on Industrial Electronics, Institute of Electrical and Electronics Engineers Inc., 2020, 2020-, pp. 805 - 810 (atti di: 29th IEEE International Symposium on Industrial Electronics, ISIE 2020, nld, 2020) [Contributo in Atti di convegno]

Polonelli, Tommaso; Qin, Yuan; Yeatman, Eric M.; Benini, Luca; Boyle, David, A Flexible, Low-Power Platform for UAV-Based Data Collection From Remote Sensors, «IEEE ACCESS», 2020, 8, pp. 164775 - 164785 [articolo]Open Access

Mayer P.; Magno M.; Benini L., A low power and smart power unit for kinetic self-sustainable wearable devices, in: ICECS 2020 - 27th IEEE International Conference on Electronics, Circuits and Systems, Proceedings, Institute of Electrical and Electronics Engineers Inc., 2020, pp. 1 - 4 (atti di: 27th IEEE International Conference on Electronics, Circuits and Systems, ICECS 2020, gbr, 2020) [Contributo in Atti di convegno]

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, Cyprus, 2020) [Contributo in Atti di convegno]Open Access

Forsberg B.; Mattheeuws M.; Kurth A.; Marongiu A.; Benini L., A Synergistic Approach to Predictable Compilation and Scheduling on Commodity Multi-Cores, in: Proceedings of the ACM SIGPLAN Conference on Languages, Compilers, and Tools for Embedded Systems (LCTES), Association for Computing Machinery, 2020, pp. 108 - 118 (atti di: 21st ACM SIGPLAN/SIGBED Conference on Languages, Compilers, and Tools for Embedded Systems, LCTES 2020, gbr, 2020) [Contributo in Atti di convegno]

Zaruba F.; Schuiki F.; Benini L., A 4096-core RISC-V Chiplet Architecture for Ultra-efficient Floating-point Computing, in: 2020 IEEE Hot Chips 32 Symposium, HCS 2020, Institute of Electrical and Electronics Engineers Inc., 2020, pp. 1 - 24 (atti di: 2020 IEEE Hot Chips 32 Symposium, HCS 2020, usa, 2020) [Contributo in Atti di convegno]

Alfio Di Mauro, Francesco Conti, Pasquale Davide Schiavone, Davide Rossi, Luca Benini, Always-On 674μW@4GOP/s Error Resilient Binary Neural Networks With Aggressive SRAM Voltage Scaling on a 22-nm IoT End-Node, «IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS. I, REGULAR PAPERS», 2020, 67, Article number: 9158513, pp. 3905 - 3918 [articolo]

Wang X.; Hersche M.; Tomekce B.; Kaya B.; Magno M.; Benini L., An Accurate EEGNet-based Motor-Imagery Brain-Computer Interface for Low-Power Edge Computing, in: IEEE Medical Measurements and Applications, MeMeA 2020 - Conference Proceedings, Institute of Electrical and Electronics Engineers Inc., 2020, pp. 1 - 6 (atti di: 15th IEEE International Symposium on Medical Measurements and Applications, MeMeA 2020, ita, 2020) [Contributo in Atti di convegno]

Polonelli T.; Battistini D.; Rusci M.; Brunelli D.; Benini L., An Energy Optimized JPEG Encoder for Parallel Ultra-Low-Power Processing-Platforms, in: Lecture Notes in Electrical Engineering, Springer, «LECTURE NOTES IN ELECTRICAL ENGINEERING», 2020, 627, pp. 125 - 133 (atti di: International Conference on Applications in Electronics Pervading Industry, Environment and Society, ApplePies 2019, ita, 2019) [Contributo in Atti di convegno]

Niculescu V.; Magno M.; Palossi D.; Benini L., An Energy-efficient Localization System for Imprecisely Positioned Sensor Nodes with Flying UAVs, in: IEEE International Conference on Industrial Informatics (INDIN), Institute of Electrical and Electronics Engineers Inc., «IEEE INTERNATIONAL CONFERENCE ON INDUSTRIAL INFORMATICS», 2020, 2020-, pp. 188 - 193 (atti di: 18th IEEE International Conference on Industrial Informatics, INDIN 2020, gbr, 2020) [Contributo in Atti di convegno]

Okuhara, Hayate; Elnaqib, Ahmed; Rossi, Davide; Di Mauro, Alfio; Mayer, Philipp; Palestri, Pierpaolo; Benini, Luca, An Energy-Efficient Low-Voltage Swing Transceiver for mW-Range IoT End-Nodes, in: 2020 IEEE International Symposium on Circuits and Systems (ISCAS), Piscataway, NJ, IEEE, 2020, pp. 1 - 5 (atti di: 2020 IEEE International Symposium on Circuits and Systems (ISCAS), Siviglia, 10-21 ottobre 2021) [Contributo in Atti di convegno]Open Access

Bambini G.; Balas R.; Conficoni C.; Tilli A.; Benini L.; Benatti S.; Bartolini A., An Open-Source Scalable Thermal and Power Controller for HPC Processors, in: Proceedings - IEEE International Conference on Computer Design: VLSI in Computers and Processors, Institute of Electrical and Electronics Engineers Inc., 2020, 2020-, pp. 364 - 367 (atti di: 38th IEEE International Conference on Computer Design, ICCD 2020, usa, 2020) [Contributo in Atti di convegno]

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