All publications

Bertuletti, Marco; Zhang, Yichao; Vanelli-Coralli, Alessandro; Benini, Luca, Efficient Parallelization of 5G-PUSCH on a Scalable RISC-V Many-Core Processor, 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) [Contribution to conference proceedings]

Chang, Yaoxing; Jokic, Petar; Emery, Stephane; Benini, Luca, An Ultra-Low-Power Serial Implementation for Sigmoid and Tanh Using CORDIC Algorithm, 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) [Contribution to conference proceedings]

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) [Contribution to conference proceedings]

Zhang, Chi; Scheffler, Paul; Benz, Thomas; Perotti, Matteo; Benini, Luca, AXI-Pack: Near-Memory Bus Packing for Bandwidth-Efficient Irregular Workloads, 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) [Contribution to conference proceedings]

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) [Contribution to conference proceedings]

Rogenmoser, Michael; Benini, Luca, Trikarenos: A Fault-Tolerant RISC-V-based Microcontroller for CubeSats in 28nm, 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) [Contribution to conference proceedings]

Gao, Xinchen; Li, Yawei; Li, Wen; Duan, Lixin; Van Gool, Luc; Benini, Luca; Magno, Michele, Learning continuous piecewise non-linear activation functions for deep neural networks, in: 2023 IEEE International Conference on Multimedia and Expo (ICME), 345 E 47TH ST, NEW YORK, NY 10017 USA, IEEE, «PROCEEDINGS IEEE INTERNATIONAL CONFERENCE ON MULTIMEDIA AND EXPO», 2023, pp. 1835 - 1840 (atti di: 2023 IEEE International Conference on Multimedia and Expo (ICME), Brisbane, Australia, 10-14 July 2023) [Contribution to conference proceedings]

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) [Contribution to conference proceedings]

Schindler, Dominik; Niculescu, Vlad; Polonelli, Tommaso; Palossi, Daniele; Benini, Luca; Magno, Michele, A Relative Infrastructure-less Localization Algorithm for Decentralized and Autonomous Swarm Formation, in: 2023 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), 2023, pp. . - . (atti di: 2023 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), Detroit, MI, USA, 2023 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS)) [Contribution to conference proceedings]

Li, Yawei; Zhang, Kai; Cao, Jiezhang; Timofte, Radu; Magno, Michele; Benini, Luca; Van Goo, Luc, LocalViT: Analyzing Locality in Vision Transformers, in: 2023 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), 2023, pp. . - . (atti di: 2023 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), Detroit, MI, USA, 01-05 October 2023) [Contribution to conference proceedings]

Albites-Sanabria, Jose; Greene, Barry R; McManus, Killian; Palmerini, Luca; Palumbo, Pierpaolo; Sousa, Inês; van Schooten, Kimberley S; Weicken, Eva; Wenzel, Markus, Fall risk stratification of community-living older people. Commentary on the world guidelines for fall prevention and management, «AGE AND AGEING», 2023, 52, pp. 1 - 3 [Comment or similar]

Castaldi P.; Emami S.A.; Mallipeddi S.K.; Simani S., Resilient Composite Learning Neuro-Adaptive Integrated Guidance and Control for reusable Launch Vehicle, in: IFAC-PapersOnLine, Elsevier B.V., «IFAC-PAPERSONLINE», 2023, 56, pp. 6030 - 6036 (atti di: 22nd IFAC World Congress, Yokohama, Japan, 9 -14 July 2023) [Contribution to conference proceedings]

Albites Sanabria, J.; Palumbo, P.; Bandinelli, S.; Palmerini, L.; Chiari, L., Fall risk assessment in older adults: insights from sit-to-stand transfers in the real world, in: Abstracts of the 23rd National Congress of SIAMOC Rome, Italy 4-7 October 2023, 2023, 105, pp. 2 - 2 (atti di: 23rd National Congress of SIAMOC, Roma, Italia, 4-7 Ottobre 2023) [Contribution to conference proceedings]

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) [Contribution to conference proceedings]

Zeleke A.J.; Palumbo P.; Tubertini P.; Miglio R.; Chiari L., Machine learning-based prediction of hospital prolonged length of stay admission at emergency department: a Gradient Boosting algorithm analysis, «FRONTIERS IN ARTIFICIAL INTELLIGENCE», 2023, 6, pp. 1 - 19 [Scientific article] Open Access

Simani S.; Farsoni S.; Castaldi P., Data–Driven Design of an Active Wake Steering Control for a Wind Farm Benchmark, in: Intelligent Computing SAI 2023, Lecture Notes in Networks and Systems, Berlin, Springer Science and Business Media Deutschland GmbH, 2023, pp. 53 - 61 (LECTURE NOTES IN NETWORKS AND SYSTEMS) [Chapter or essay]

Rutishauser, Georg; Hunziker, Robin; Di Mauro, Alfio; Bian, Sizhen; Benini, Luca; Magno, Michele, ColibriES: A Milliwatts RISC-V Based Embedded System Leveraging Neuromorphic and Neural Networks Hardware Accelerators for Low-Latency Closed-loop Control Applications, 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) [Contribution to conference proceedings]

Islamoglu, Gamze; Scherer, Moritz; Paulin, Gianna; Fischer, Tim; Jung, Victor J.B.; Garofalo, Angelo; Benini, Luca, ITA: An Energy-Efficient Attention and Softmax Accelerator for Quantized Transformers, 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) [Contribution to conference proceedings]

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) [Contribution to conference proceedings]

Albites-Sanabria, Jose; Palumbo, Pierpaolo; Bandinelli, Stefania; Palmerini, Luca; Chiari, Lorenzo, Fall Risk Assessment Using Wearable-Based Turn Detection: Comparison of Different Algorithms During Real-World Monitoring, in: Proceedings of the 16th International Joint Conference on Biomedical Engineering Systems and Technologies (BIOSTEC 2023), 2023, 4, pp. 294 - 300 (atti di: 16th International Joint Conference on Biomedical Engineering Systems and Technologies (BIOSTEC 2023), Lisbona, Portogallo, 16-18 Febbraio 2023) [Contribution to conference proceedings]