Kühne, Jonas; Vogt, Christian; Magno, Michele; Benini, Luca, Efficient and Accurate Downfacing Visual–Inertial Odometry, «IEEE INTERNET OF THINGS JOURNAL», 2025, 12, pp. 48376 - 48387 [Scientific article]
Benatti, Simone; Donati, Elisa; Moin, Ali; Zanghieri, Marcello; Orlandi, Mattia; Burrello, Alessio; Artoni, Fiorenzo; Micera, Silvestro; Benini, Luca; Rabaey, Jan M., EMG Acquisition and Processing for Hand Movement Decoding on Embedded Systems: State of the Art and Challenges, «PROCEEDINGS OF THE IEEE», 2025, 113, pp. 256 - 286 [Scientific article]
Bellocchi, Gianluca; Capotondi, Alessandro; Benini, Luca; Marongiu, Andrea, Enabling Fast System-Level Integration and Prototyping of Accelerator-Rich Platforms, in: CF '25: Proceedings of the 22nd ACM International Conference on Computing Frontiers, 2025, pp. 54 - 57 (atti di: CF '25: Proceedings of the 22nd ACM International Conference on Computing Frontiers, Cagliari Italy, 28-30 May 2025) [Contribution to conference proceedings]
Mirsalari, Seyed Ahmad; Fariselli, Marco; Bijar, Léo; Paci, Francesco; Benini, Luca; Tagliavini, Giuseppe, Enabling Real-Time Streaming Temporal Convolution Network Inference on Ultra-Low-Power Microcontrollers, in: Proceedings of IEEE Computer Society Annual Symposium on VLSI, ISVLSI, New York (USA), IEEE Computer Society, 2025, pp. 1 - 6 (atti di: 28th IEEE Computer Society Annual Symposium on VLSI, ISVLSI 2025, Kalamata (Greece), 06-09 luglio 2025) [Contribution to conference proceedings]
Benfenati, Luca; Belloni, Sofia; Burrello, Alessio; Kasnesis, Panagiotis; Wang, Xiaying; Benini, Luca; Poncino, Massimo; Macii, Enrico; Pagliari, Daniele Jahier, EnhancePPG: Improving PPG-based Heart Rate Estimation with Self-Supervision and Augmentation, in: AICAS 2025 - 2025 7th IEEE International Conference on Artificial Intelligence Circuits and Systems, Proceedings, Institute of Electrical and Electronics Engineers Inc., 2025, pp. 1 - 5 (atti di: 7th IEEE International Conference on Artificial Intelligence Circuits and Systems, AICAS 2025, france, bordeaux, 28-30 April 2025) [Contribution to conference proceedings]
Baumann, Nicolas; Hu, Stefano Jin Cheng; Sivasothilingam, Paviththiren; Qin, Haotong; Xie, Lei; Magno, Michele; Benini, Luca, Enhancing Autonomous Driving Systems with On-Board Deployed Large Language Models, in: 21st Robotics: Sience and Systems Conference (RSS 2025), 2025, pp. . - . (atti di: 21st Robotics: Sience and Systems Conference (RSS 2025), Los Angeles, California, 21-25 June 2025) [Contribution to conference proceedings]
Koenig, Cyril; Zelioli, Enrico; Benini, Luca, Evaluating IOMMU-Based Shared Virtual Addressing for RISC-V Embedded Heterogeneous SoCs, in: Proceedings -Design, Automation and Test in Europe, DATE, Institute of Electrical and Electronics Engineers Inc., 2025, pp. 1 - 7 (atti di: 2025 Design, Automation and Test in Europe Conference, DATE 2025, Lyon, France, 31 March 2025 - 02 April 2025) [Contribution to conference proceedings]
Zanghieri, Marcello; Rapa, Pierangelo Maria; Orlandi, Mattia; Donati, Elisa; Benini, Luca; Benatti, Simone, Event-based Estimation of Hand Forces from High-Density Surface EMG on a Parallel Ultra-Low-Power Microcontroller, «IEEE SENSORS JOURNAL», 2025, 25, pp. 7771 - 7780 [Scientific article]Open Access
Bertuletti, Marco; Zhang, Yichao; Abdollahpour, Mahdi; Riedel, Samuel; Vanelli-Coralli, Alessandro; Benini, Luca, Fast End-to-End Simulation and Exploration of Many-RISCV-Core Baseband Transceivers for Software-Defined Radio-Access Networks, in: Proceedings - Design Automation Conference, Institute of Electrical and Electronics Engineers Inc., 2025, pp. 1 - 7 (atti di: 62nd ACM/IEEE Design Automation Conference, DAC 2025, San Francisco, CA, USA, 22-25 June 2025) [Contribution to conference proceedings]
Tegon, Anna; Ingolfsson, Thorir Mar; Wang, Xiaying; Benini, Luca; Li, Yawei, FEMBA: Efficient and Scalable EEG Analysis with a Bidirectional Mamba Foundation Model, in: 2025 47th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2025, 2025, pp. 1 - 7 (atti di: 2025 47th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), Copenhagen, Denmark, 14–18 July 2025) [Contribution to conference proceedings]
Tóth, Bálint; Senti, Dominik; Ingolfsson, Thorir Mar; Zweidler, Jeffrey; Elsig, Alexandre; Benini, Luca; Li, Yawei, Finetuning and Quantization of EEG-Based Foundational BioSignal Models on ECG and PPG Data for Blood Pressure Estimation, in: 2025 47th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2025, 2025, pp. 1 - 7 (atti di: 2025 47th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), Copenhagen, Denmark, 2025, 14-18 July 2025) [Contribution to conference proceedings]
Zhang, Chi; Colagrande, Luca; Andri, Renzo; Benz, Thomas; Islamoglu, Gamze; Nadalini, Alessandro; Conti, Francesco; Li, Yawei; Benini, Luca, FlatAttention: Dataflow and Fabric Collectives Co-Optimization for Efficient Multi-Head Attention on Tile-Based Many-PE Accelerators, in: Proceedings of IEEE Computer Society Annual Symposium on VLSI, ISVLSI, 345 E 47TH ST, NEW YORK, NY 10017 USA, IEEE Computer Society, 2025, pp. 1 - 6 (atti di: 28th IEEE Computer Society Annual Symposium on VLSI, ISVLSI 2025, Kalamata, Greece, 06-09 July 2025) [Contribution to conference proceedings]
Fischer, Tim; Rogenmoser, Michael; Benz, Thomas; Gürkaynak, Frank K.; Benini, Luca, FlooNoC: A 645-Gb/s/link 0.15-pJ/B/hop Open-Source NoC With Wide Physical Links and End-to-End AXI4 Parallel Multistream Support, «IEEE TRANSACTIONS ON VERY LARGE SCALE INTEGRATION (VLSI) SYSTEMS», 2025, 33, pp. 1094 - 1107 [Scientific article]
Benfenati, Luca; Pagliari, Daniele Jahier; Zanatta, Luca; Velez, Yhorman Alexander Bedoya; Acquaviva, Andrea; Poncino, Massimo; Macii, Enrico; Benini, Luca; Burrello, Alessio, Foundation Models for Structural Health Monitoring, «IEEE TRANSACTIONS ON SUSTAINABLE COMPUTING», 2025, 10, pp. 1103 - 1115 [Scientific article]
Frey, Sebastian; Lucchini, Mattia Alberto; Kartsch, Victor; Ingolfsson, Thorir Mar; Bernardi, Andrea Helga; Segessenmann, Michael; Osieleniec, Jakub; Benatti, Simone; Benini, Luca; Cossettini, Andrea, GAPses: Versatile smart glasses for comfortable and fully-dry acquisition and parallel ultra-low-power processing of EEG and EOG, «IEEE TRANSACTIONS ON BIOMEDICAL CIRCUITS AND SYSTEMS», 2025, 19, Article number: 10713890 , pp. 616 - 628 [Scientific article]
