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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

Francesco Conti; Gianna Paulin; Angelo Garofalo; Davide Rossi; Alfio Di Mauro; Georg Rutishauser; Gianmarco Ottavi; Manuel Eggimann; Hayate Okuhara; Luca Benini, Marsellus: A Heterogeneous RISC-V AI-IoT End-Node SoC With 2???8 b DNN Acceleration and 30%-Boost Adaptive Body Biasing, «IEEE JOURNAL OF SOLID-STATE CIRCUITS», 2023, 59, Article number: 10269153, pp. 128 - 142 [articolo]Open Access

Riedel, Samuel; Cavalcante, Matheus; Andri, Renzo; Benini, Luca, MemPool: A Scalable Manycore Architecture With a Low-Latency Shared L1 Memory, «IEEE TRANSACTIONS ON COMPUTERS», 2023, 72, pp. 3561 - 3575 [articolo]

Riedel, Samuel; Khov, Gua Hao; Mazzola, Sergio; Cavalcante, Matheus; Andri, Renzo; Benini, Luca, MemPool Meets Systolic: Flexible Systolic Computation in a Large Shared-Memory Processor Cluster, in: 2023 Design, Automation & Test in Europe Conference & Exhibition (DATE), 2023, pp. . - . (atti di: 2023 Design, Automation & Test in Europe Conference & Exhibition (DATE), Antwerp Belgium, 17-19 April 2023) [Contributo in Atti di convegno]

Riedel, Samuel; Cavalcante, Matheus; Frouzakis, Manos; Wüthrich, Domenic; Mustafa, Enis; Billa, Arlind; Benini, Luca, MinPool: A 16-core NUMA-L1 Memory RISC-V Processor Cluster for Always-on Image Processing in 65nm CMOS, in: 2023 30th IEEE International Conference on Electronics, Circuits and Systems (ICECS), 2023, pp. . - . (atti di: 2023 30th IEEE International Conference on Electronics, Circuits and Systems (ICECS), Istanbul, Turkiye, 04-07 December 2023) [Contributo in Atti di convegno]

Pourjabar, Mahyar; Rusci, Manuele; Bompani, Luca; Lamberti, Lorenzo; Niculescu, Vlad; Palossi, Daniele; Benini, Luca, Multi-sensory Anti-collision Design for Autonomous Nano-swarm Exploration, in: IEEE International Conference on Electronics, Circuits and Systems (ICECS), Istanbul, Turkiye, IEEE, 2023, pp. 1 - 5 (atti di: 2023 30th IEEE International Conference on Electronics, Circuits and Systems (ICECS), Istanbul, Turkiye, 04-07 December 2023) [Contributo in Atti di convegno]

Borghesi, Andrea; Di Santi, Carmine; Molan, Martin; Ardebili, Mohsen Seyedkazemi; Mauri, Alessio; Guarrasi, Massimiliano; Galetti, Daniela; Cestari, Mirko; Barchi, Francesco; Benini, Luca; Beneventi, Francesco; Bartolini, Andrea, M100 ExaData: a data collection campaign on the CINECA's Marconi100 Tier-0 supercomputer, «SCIENTIFIC DATA», 2023, 10, Article number: 288, pp. 1 - 10 [articolo]Open Access

Schnider, Yannick; Woźniak, Stanisław; Gehrig, Mathias; Lecomte, Jules; von Arnim, Axel; Benini, Luca; Scaramuzza, Davide; Pantazi, Angeliki, Neuromorphic Optical Flow and Real-time Implementation with Event Cameras, in: 2023 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW), 2023, pp. . - . (atti di: 2023 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW), Vancouver, BC, Canada, 17-24 June 2023) [Contributo in Atti di convegno]

Zanghieri, Marcello; Orlandi, Mattia; Donati, Elisa; Gruppioni, Emanuele; Benini, Luca; Benatti, Simone, Online Unsupervised Arm Posture Adaptation for sEMG-based Gesture Recognition on a Parallel Ultra-Low-Power Microcontroller, in: 2023 IEEE Biomedical Circuits and Systems Conference (BioCAS), 2023, pp. 1 - 5 (atti di: 2023 IEEE Biomedical Circuits and Systems Conference (BioCAS), Toronto, ON, Canada, 19-21 October 2023) [Contributo in Atti di convegno]

Rusci, Manuele; Bompani, Luca; Baldoni, Olmo; Montanari, Carlo; Brunelli, Davide; Benini, Luca, Parallel Execution of the Viola-Jones Algorithm on MCUs for Low-Cost Automated Pest Detection, in: 2023 IEEE Conference on AgriFood Electronics (CAFE), 2023, pp. 35 - 39 (atti di: Conference on AgriFood Electronics, Torino, 25-27/09/2023) [Contributo in Atti di convegno]

Jain, Vikram; Cavalcante, Matheus; Bruschi, Nazareno; Rogenmoser, Michael; Benz, Thomas; Kurth, Andreas; Rossi, Davide; Benini, Luca; Verhelst, Marian, PATRONoC: Parallel AXI Transport Reducing Overhead for Networks-on-Chip targeting Multi-Accelerator DNN Platforms at the Edge, in: 2023 60th ACM/IEEE Design Automation Conference (DAC), 345 E 47TH ST, NEW YORK, NY 10017 USA, IEEE, 2023, pp. 1 - 6 (atti di: 2023 60th ACM/IEEE Design Automation Conference (DAC), San Francisco, usa, 09-13 July 2023) [Contributo in Atti di convegno]

Gomony, Manil Dev; De Putter, Floran; Gebregiorgis, Anteneh; Paulin, Gianna; Mei, Linyan; Jain, Vikram; Hamdioui, Said; Sanchez, Victor; Grosser, Tobias; Geilen, Marc; Verhelst, Marian; Zenke, Friedemann; Gurkaynak, Frank; De Bruin, Barry; Stuijk, Sander; Davidson, Simon; De, Sayandip; Ghogho, Mounir; Jimborean, Alexandra; Eissa, Sherif; Benini, Luca; Soudris, Dimitrios; Bishnoi, Rajendra; Ainsworth, Sam; Corradi, Federico; Karrakchou, Ouassim; Güneysu, Tim; Corporaal, Henk, PetaOps/W edge-AI $\mu$ Processors: Myth or reality?, in: 2023 Design, Automation & Test in Europe Conference & Exhibition (DATE), 2023, pp. 1 - 6 (atti di: 2023 Design, Automation & Test in Europe Conference & Exhibition (DATE), Antwerp, Belgium, 17-19 April 2023) [Contributo in Atti di convegno]

Risso, Matteo; Burrello, Alessio; Sarda, Giuseppe Maria; Benini, Luca; Macii, Enrico; Poncino, Massimo; Verhelst, Marian; Pagliari, Daniele Jahier, Precision-aware Latency and Energy Balancing on Multi-Accelerator Platforms for DNN Inference, in: 2023 IEEE/ACM International Symposium on Low Power Electronics and Design (ISLPED), 345 E 47TH ST, NEW YORK, NY 10017 USA, IEEE, 2023, pp. . - . (atti di: 2023 IEEE/ACM International Symposium on Low Power Electronics and Design (ISLPED), Vienna, Austria, 07-08 August 2023) [Contributo in Atti di convegno]

Ulbricht, M; Tortorella, Y; Rogenmoser, M; Lu, L; Chen, JC; Conti, F; Krstic, M; Benini, L, PULP Fiction No More-Dependable PULP Systems for Space, in: 2023 IEEE European Test Symposium (ETS), 345 E 47TH ST, NEW YORK, NY 10017 USA, IEEE, 2023, pp. 1 - 10 (atti di: 2023 IEEE European Test Symposium (ETS), Venezia, Italy, 2023) [Contributo in Atti di convegno]

Moosmann, Julian; Mandula, Jakub; Mayer, Philipp; Benini, Luca; Magno, Michele, Quantitative Evaluation of a Multi-Modal Camera Setup for Fusing Event Data with RGB Images, in: 2023 IEEE SENSORS, 345 E 47TH ST, NEW YORK, NY 10017 USA, IEEE, «PROCEEDINGS OF IEEE SENSORS ...», 2023, pp. . - . (atti di: 2023 IEEE SENSORS, Vienna, Austria, 29 October 2023 - 01 November 2023) [Contributo in Atti di convegno]

AskariHemmat, MohammadHossein; Dupuis, Théo; Fournier, Yoan; El Zarif, Nizar; Cavalcante, Matheus; Perotti, Matteo; Gürkaynak, Frank; Benini, Luca; Leduc-Primeau, François; Savaria, Yvon; David, Jean-Pierre, Quark: An Integer RISC-V Vector Processor for Sub-Byte Quantized DNN Inference, in: 2023 IEEE International Symposium on Circuits and Systems (ISCAS), 345 E 47TH ST, NEW YORK, NY 10017 USA, IEEE, 2023, pp. . - . (atti di: 2023 IEEE International Symposium on Circuits and Systems (ISCAS), Monterey, CA, USA, 21-25 May 2023) [Contributo in Atti di convegno]

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