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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

Davide Brunelli, Tullio Salmon Cinotti, Hugo Woehrl, Cristiano Aguzzi, Federico Montori, Luca Benini, An interoperable tool-chain for energy monitoring applications, in: 2019 AEIT International Annual Conference (AEIT), 2019, pp. 1 - 6 (atti di: 2019 AEIT International Annual Conference (AEIT), Firenze (Italy), 18-20 September 2019) [Contributo in Atti di convegno]Open Access

Moin A.; Zhou A.; Benatti S.; Rahimi A.; Benini L.; Rabaey J.M., Analysis of Contraction Effort Level in EMG-Based Gesture Recognition Using Hyperdimensional Computing, in: Proceedings of IEEE International Conference of onBiomedical Circuits and Systems (BIOCAS),, 2019, pp. 1 - 4 (atti di: 2019 IEEE Biomedical Circuits and Systems Conference (BioCAS), Nara, 17-19 October 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]

Hamdioui S.; Du Nguyen H.A.; Taouil M.; Sebastian A.; Gallo M.L.; Pande S.; Schaafsma S.; Catthoor F.; Das S.; Redondo F.G.; Karunaratne G.; Rahimi A.; Benini L., Applications of Computation-In-Memory Architectures based on Memristive Devices, in: Proceedings of the 2019 Design, Automation and Test in Europe Conference and Exhibition, DATE 2019, Institute of Electrical and Electronics Engineers Inc., «PROCEEDINGS DESIGN, AUTOMATION, AND TEST IN EUROPE CONFERENCE AND EXHIBITION», 2019, pp. 486 - 491 (atti di: 22nd Design, Automation and Test in Europe Conference and Exhibition, DATE 2019, Firenze, Italia, 25-29 March 2019) [Contributo in Atti di convegno]Open Access

Kartsch V.; Tagliavini G.; Guermandi M.; Benatti S.; Rossi D.; Benini L., BioWolf: A Sub-10-mW 8-Channel Advanced Brain-Computer Interface Platform with a Nine-Core Processor and BLE Connectivity, «IEEE TRANSACTIONS ON BIOMEDICAL CIRCUITS AND SYSTEMS», 2019, 13, pp. 893 - 906 [articolo]

Matejka J.; Forsberg B.; Sojka M.; Sucha P.; Benini L.; Marongiu A.; Hanzalek Z., Combining PREM compilation and static scheduling for high-performance and predictable MPSoC execution, «PARALLEL COMPUTING», 2019, 85, pp. 27 - 44 [articolo]Open Access

Scheidegger, F; Benini, L; Bekas, C; Malossi, C, Constrained deep neural network architecture search for IoT devices accounting for hardware calibration, in: Advances in Neural Information Processing Systems 32 (NIPS 2019), 10010 NORTH TORREY PINES RD, LA JOLLA, CALIFORNIA 92037 USA, NEURAL INFORMATION PROCESSING SYSTEMS (NIPS), «ADVANCES IN NEURAL INFORMATION PROCESSING SYSTEMS», 2019, 32, pp. 1 - 11 (atti di: Neural Information Processing Systems (NIPS), Vancouver, Canada, 08-14/12/2019) [Contributo in Atti di convegno]Open Access

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]Open Access

Cavigelli L.; Rutishauser G.; Benini L., EBPC: Extended Bit-Plane Compression for Deep Neural Network Inference and Training Accelerators, «IEEE JOURNAL OF EMERGING AND SELECTED TOPICS IN CIRCUITS AND SYSTEMS», 2019, 9, pp. 723 - 734 [articolo]Open Access

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]Open Access

Mayer P.; Magno M.; Schnetzler C.; Benini L., EmbedUWB: Low Power Embedded High-Precision and Low Latency UWB Localization, in: IEEE 5th World Forum on Internet of Things, WF-IoT 2019 - Conference Proceedings, Institute of Electrical and Electronics Engineers Inc., 2019, pp. 519 - 523 (atti di: 5th IEEE World Forum on Internet of Things, WF-IoT 2019, irl, 2019) [Contributo in Atti di convegno]

Burrello A.; Marchioni A.; Brunelli D.; Benini L., Embedding Principal Component Analysis for Data Reduction in Structural Health Monitoring on Low-Cost IoT Gateways, in: ACM International Conference on Computing Frontiers 2019, CF 2019 - Proceedings, 1515 BROADWAY, NEW YORK, NY 10036-9998 USA, Association for Computing Machinery, Inc, 2019, pp. 235 - 239 (atti di: 16th ACM International Conference on Computing Frontiers, CF 2019, ita, 2019) [Contributo in Atti di convegno]

Anagnostou P.; Gomez A.; Hager P.A.; Fatemi H.; Pineda de Gyvez J.; Thiele L.; Benini L., Energy and power awareness in hardware schedulers for energy harvesting IoT SoCs, «INTEGRATION», 2019, 67, pp. 33 - 43 [articolo]

Massimo Ballerini, Tommaso Polonelli, Davide Brunelli, Michele Magno, Luca Benini, Experimental Evaluation on NB-IoT and LoRaWAN for Industrial and IoT Applications, in: Proceedings of the 2019 IEEE 17th International Conference on Industrial Informatics (INDIN), 2019, pp. 1729 - 1732 (atti di: 17th IEEE International Conference on Industrial Informatics (INDIN), Helsinki-Espoo, Finland, 22-25 July 2019) [Contributo in Atti di convegno]

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]Open Access