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

Palossi, Daniele; Loquercio, Antonio; Conti, Francesco; Flamand, Eric; Scaramuzza, Davide; Benini, Luca, A 64mW DNN-based Visual Navigation Engine for Autonomous Nano-Drones, «IEEE INTERNET OF THINGS JOURNAL», 2019, 1, pp. 1 - 1 [articolo]

Salvaro, Mattia; Benatti, Simone; Kartsch, Victor; Guermandi, Marco; Benini, Luca, A Minimally Invasive Low-Power Platform for Real-Time Brain Computer Interaction based on Canonical Correlation Analysis, «IEEE INTERNET OF THINGS JOURNAL», 2019, 6, pp. 967 - 977 [articolo]

Schuiki F.; Schaffner M.; Gurkaynak F.K.; Benini L., A Scalable Near-Memory Architecture for Training Deep Neural Networks on Large In-Memory Datasets, «IEEE TRANSACTIONS ON COMPUTERS», 2019, 68, pp. 484 - 497 [articolo]

Bellasi, David*; Crescentini, Marco; Cristaudo, Domenico; Romani, Aldo; Tartagni, Marco; Benini, Luca, A broadband multi-mode compressive sensing current sensor SoC in 0.16μm CMOS, «IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS. I, REGULAR PAPERS», 2019, 66, pp. 105 - 118 [articolo]

Borghesi A.; Bartolini A.; Lombardi M.; Milano M.; Benini L., A semisupervised autoencoder-based approach for anomaly detection in high performance computing systems, «ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE», 2019, 85, pp. 634 - 644 [articolo]

Palossi D.; Conti F.; Benini L., An Open Source and Open Hardware Deep Learning-Powered Visual Navigation Engine for Autonomous Nano-UAVs, in: Proceedings - 15th Annual International Conference on Distributed Computing in Sensor Systems, DCOSS 2019, Institute of Electrical and Electronics Engineers Inc., 2019, pp. 604 - 611 (atti di: 15th Annual International Conference on Distributed Computing in Sensor Systems, DCOSS 2019, Greece, 2019) [Contributo in Atti di convegno]

Borghesi, Andrea; Bartolini, Andrea; Lombardi, Michele; Milano, Michela; Benini, Luca, Anomaly Detection Using Autoencoders in High Performance Computing Systems, in: Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019, 33, pp. 9428 - 9433 (atti di: Thirty-Third AAAI Conference on Artificial Intelligence, Honolulu, Hawaii, US, 28 Jan - 02 Feb 2019) [Contributo in Atti di convegno]

Tagliavini G.; MacH S.; Rossi D.; Marongiu A.; Benini L., Design and Evaluation of SmallFloat SIMD extensions to the RISC-V ISA, in: Proceedings of the 2019 Design, Automation and Test in Europe Conference and Exhibition (DATE), Institute of Electrical and Electronics Engineers Inc. (IEEE), 2019, pp. 654 - 657 (atti di: 22nd Design, Automation and Test in Europe Conference and Exhibition, DATE 2019, Firenze, Italy, 25 – 29 March 2019) [Contributo in Atti di convegno]

Rahimi, Abbas; Kanerva, Pentti; Benini, Luca; Rabaey, Jan M., Efficient Biosignal Processing Using Hyperdimensional Computing: Network Templates for Combined Learning and Classification of ExG Signals, «PROCEEDINGS OF THE IEEE», 2019, 107, pp. 123 - 143 [articolo]

Vogel, Pirmin; Marongiu, Andrea; Benini, Luca, Exploring Shared Virtual Memory for FPGA Accelerators with a Configurable IOMMU, «IEEE TRANSACTIONS ON COMPUTERS», 2019, 68, pp. 510 - 525 [articolo]

Palossi, Daniele*; Gomez, Andres; Draskovic, Stefan; Marongiu, Andrea; Thiele, Lothar; Benini, Luca, Extending the Lifetime of Nano-Blimps via Dynamic Motor Control, «JOURNAL OF SIGNAL PROCESSING SYSTEMS FOR SIGNAL, IMAGE, AND VIDEO TECHNOLOGY», 2019, 91, pp. 1 - 23 [articolo]

Schuiki F.; Schaffner M.; Benini L., NTX: An Energy-efficient Streaming Accelerator for Floating-point Generalized Reduction Workloads in 22 nm FD-SOI, in: Proceedings of the 2019 Design, Automation and Test in Europe Conference and Exhibition, DATE 2019, Institute of Electrical and Electronics Engineers Inc., 2019, pp. 662 - 667 (atti di: 22nd Design, Automation and Test in Europe Conference and Exhibition, DATE 2019, Firenze Fiera, ita, 2019) [Contributo in Atti di convegno]

Borghesi A.; Libri A.; Benini L.; Bartolini A., Online Anomaly Detection in HPC Systems, in: Proceedings 2019 IEEE International Conference on Artificial Intelligence Circuits and Systems, AICAS 2019, 2019, pp. 229 - 233 (atti di: IEEE International Conference on Artificial Intelligence Circuits and Systems, AICAS 2019, Hsinchu, Taiwan, 18-20 March 2019) [Contributo in Atti di convegno]

Bartolini, Andrea; Beneventi, Francesco; Borghesi, Andrea; Cesarini, Daniele; Libri, Antonio; Benini, Luca; Cavazzoni, Carlo, Paving the Way Toward Energy-Aware and Automated Datacentre, in: Proceedings of the 48th International Conference on Parallel Processing, 2019, pp. 1 - 8 (atti di: International Conference on Parallel Processing (ICPP), Kyoto, Japan, August 05 - 08, 2019) [Contributo in Atti di convegno]

Polonelli, Tommaso; Brunelli, Davide; Marzocchi, Achille; Benini, Luca, Slotted ALOHA on LoRaWAN-Design, Analysis, and Deployment, «SENSORS», 2019, 19, pp. 838 - 838 [articolo]

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