Foto del docente

Luca Benini

Professore ordinario

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

Settore scientifico disciplinare: IINF-01/A Elettronica

Pubblicazioni

Leitner C.; Vostrikov S.; Penasso H.; Hager P.A.; Cosscttini A.; Benini L.; Baumgartner C., Detection of Motor Endplates in Deep and Pennate Skeletal Muscles in-vivo using Ultrafast Ultrasound, in: IEEE International Ultrasonics Symposium, IUS, IEEE Computer Society, «IEEE INTERNATIONAL ULTRASONICS SYMPOSIUM», 2020, 2020-, pp. 1 - 7 (atti di: 2020 IEEE International Ultrasonics Symposium, IUS 2020, usa, 2020) [Contributo in Atti di convegno]

Ingolfsson T.M.; Hersche M.; Wang X.; Kobayashi N.; Cavigelli L.; Benini L., EEG-TCNet: An Accurate Temporal Convolutional Network for Embedded Motor-Imagery Brain-Machine Interfaces, in: 2020 IEEE International Conference on Systems, Man, and Cybernetics (SMC), Institute of Electrical and Electronics Engineers Inc., 2020, 2020-, pp. 2958 - 2965 (atti di: 2020 IEEE International Conference on Systems, Man, and Cybernetics, SMC 2020, Toronto, Canada, 2020) [Contributo in Atti di convegno]Open Access

Daghero F.; Burrello A.; Pagliari D.J.; Benini L.; Macii E.; Poncino M., Energy-efficient adaptive machine learning on IoT end-nodes with class-dependent confidence, 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]

Jie C.; Loi I.; Benini L.; Rossi D., Energy-Efficient Two-level Instruction Cache Design for an Ultra-Low-Power Multi-core Cluster, in: Proceedings of the 2020 Design, Automation and Test in Europe Conference and Exhibition, DATE 2020, Institute of Electrical and Electronics Engineers Inc., 2020, pp. 1734 - 1739 (atti di: 2020 Design, Automation and Test in Europe Conference and Exhibition, DATE 2020, AlpExpo Congress Centre, fra, 2020) [Contributo in Atti di convegno]

Burrello A.; Brunelli D.; Malavisi M.; Benini L., Enhancing structural health monitoring with vehicle identification and tracking, in: 2020 IEEE International Instrumentation and Measurement Technology Conference (I2MTC), Institute of Electrical and Electronics Engineers Inc., «... IEEE INTERNATIONAL INSTRUMENTATION AND MEASUREMENT TECHNOLOGY CONFERENCE.», 2020, pp. 1 - 6 (atti di: 2020 IEEE International Instrumentation and Measurement Technology Conference, I2MTC 2020, Valamar Riviera, Dubrovnik, Croatia, May 25-29, 2020) [Contributo in Atti di convegno]Open Access

Hersche M.; Sangalli S.; Benini L.; Rahimi A., Evolvable Hyperdimensional Computing: Unsupervised Regeneration of Associative Memory to Recover Faulty Components, in: Proceedings - 2020 IEEE International Conference on Artificial Intelligence Circuits and Systems, AICAS 2020, Institute of Electrical and Electronics Engineers Inc., 2020, pp. 281 - 285 (atti di: 2020 IEEE International Conference on Artificial Intelligence Circuits and Systems, AICAS 2020, ita, 2020) [Contributo in Atti di convegno]

Andri R.; Henriksson T.; Benini L., Extending the RISC-V ISA for efficient RNN-based 5G radio resource management, in: Proceedings - Design Automation Conference, Institute of Electrical and Electronics Engineers Inc., 2020, 2020-, pp. 1 - 6 (atti di: 57th ACM/IEEE Design Automation Conference, DAC 2020, usa, 2020) [Contributo in Atti di convegno]

Wang X.; Magno M.; Cavigelli L.; Benini L., FANN-on-MCU: An Open-Source Toolkit for Energy-Efficient Neural Network Inference at the Edge of the Internet of Things, «IEEE INTERNET OF THINGS JOURNAL», 2020, 7, Article number: 9016202, pp. 4403 - 4417 [articolo]Open Access

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

Wang X.; Cavigelli L.; Eggimann M.; Magno M.; Benini L., HR-SAR-Net: A Deep Neural Network for Urban Scene Segmentation from High-Resolution SAR Data, in: 2020 IEEE Sensors Applications Symposium, SAS 2020 - Proceedings, Institute of Electrical and Electronics Engineers Inc., 2020, pp. 1 - 6 (atti di: 15th IEEE Sensors Applications Symposium, SAS 2020, mys, 2020) [Contributo in Atti di convegno]

Leitner C.; Vostrikov S.; Tilp M.; Hager P.A.; Cossettini A.; Benini L.; Baumgartner C., Human fascicle strain behavior during twitch using ultrafast ultrasound, in: IEEE International Ultrasonics Symposium, IUS, IEEE Computer Society, «IEEE INTERNATIONAL ULTRASONICS SYMPOSIUM», 2020, 2020-, pp. 1 - 4 (atti di: 2020 IEEE International Ultrasonics Symposium, IUS 2020, usa, 2020) [Contributo in Atti di convegno]

Burrello A.; Schindler K.; Benini L.; Rahimi A., Hyperdimensional Computing with Local Binary Patterns: One-Shot Learning of Seizure Onset and Identification of Ictogenic Brain Regions Using Short-Time iEEG Recordings, «IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING», 2020, 67, Article number: 8723166, pp. 601 - 613 [articolo]Open Access

Mauro A.D.; Fatemi H.; de Gyvez J.P.; Benini L., Idleness-aware dynamic power mode selection on the i.Mx 7ULP iot edge processor, «JOURNAL OF LOW POWER ELECTRONICS AND APPLICATIONS», 2020, 10, Article number: 19, pp. 1 - 8 [articolo]Open Access

Jokic P.; Emery S.; Benini L., Improving Memory Utilization in Convolutional Neural Network Accelerators, «IEEE EMBEDDED SYSTEMS LETTERS», 2020, 13, pp. 77 - 80 [articolo]

Magno M.; Wang X.; Eggimann M.; Cavigelli L.; Benini L., InfiniWolf: Energy Efficient Smart Bracelet for Edge Computing with Dual Source Energy Harvesting, in: Proceedings of the 2020 Design, Automation and Test in Europe Conference and Exhibition, DATE 2020, Institute of Electrical and Electronics Engineers Inc., 2020, pp. 342 - 345 (atti di: 2020 Design, Automation and Test in Europe Conference and Exhibition, DATE 2020, AlpExpo Congress Centre, fra, 2020) [Contributo in Atti di convegno]

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